What is good content? A guide to creating good content – content that leaves an emotional impact in 5 steps

Good content is content that "gets read, understood, remembered, and ultimately leads to action,"
or "content that resonates with people's hearts."

I believe the core of creating good content ultimately lies in creating 'content for people'.
So, this naturally leads to another question: What exactly is content for people?

Following this question inevitably leads us to contemplate the very essence of content: Who is it for? Why should it be created? And what flow should it follow to be effectively conveyed?

In this article, based on these fundamental questions, I'll outline steps to create content more easily and more sincerely.

What is good content?

"Content that gets read, remembered, moves hearts, and ultimately drives action."

Good content isn't just something that gets read. I believe it's content
that moves people's hearts, conveys tangible value, and ultimately drives action. Content that inspires action goes beyond simple information delivery; it possesses the power to change a person's thoughts and even shift the direction of their life.

"좋은 콘텐츠 = 가치 + 전달력 + 실행 유도력 = "한 사람을 바꾸는 힘"

This formula isn't just a formula for creating content; it's the philosophy of content aimed at people.

Content created with faith in this power ultimately becomes a brand, a relationship, and the starting point for change.

To draw an analogy, good content should be like offering someone a beneficial glass of water. True good content quenches their thirst by filling their mind with information and fills their heart with the sincerity within.

In other words, content must provide information while also benefiting the person. It should make them feel not just 'good,' but 'I needed this' or 'This feels like it was written for me.'

5-Step Framework for Creating Emotion-Based Content

5-Step Framework for Creating Emotion-Based Content

  1. Why create it? (Intent)
  2. What to Offer (Value)
  3. How to Deliver It (Flow)
  4. What Emotion Will It Leave Behind? (Aftertaste)
  5. Who did it change? (Brand)

Let's take a detailed look at the emotion-based content creation framework centered around Why? What? How? What kind? Who?

Step 1. Why create it? – First, examine the reason for the content

Emotional content begins not with 'information' but with 'intention'.

Creating content isn't just about writing and posting something; it's about 'speaking to someone's heart'.

Therefore, content must start with 'intent' rather than information.

If it's not clear from the start why you're creating it,
who it's for,
and what emotion you
want to convey to them,

no matter how great the content is, it will fade and be forgotten.

🎯 First, ask yourself:

  • Who is this content for?
  • What emotional state are they in right now?
  • How do I want to stir that emotion, and where do I want to lead it?
  • What 'feeling' will this content leave them with?
  • And what will it make them do?

These questions transform content from mere 'material' into an experience. We're designing emotional flow, not just pages.

📌 Emotion-Based Content Checklist

QuestionsDescription
🎯 Who needs this?The clearer the target audience, the more natural the content flow becomes.
💓 Will viewers feel something when they see this?Not just conveying information, but eliciting an emotional response
🔁 Does it maintain my intent even when reused?Can it scale as a consistent brand emotional message?

💡 Emotion-based content doesn't chase views.

It centers not on numbers, but on 'the potential for one person's change'.

  • Not clicks, but empathy,
  • not conversion, but resonance;
  • It aims for lingering impact, not reach.

Good content ultimately gains true meaning when it stays in someone's heart.

Step 2. What to Offer – Defining Content Value

Good content lingers in the heart like "the one thing you needed to hear." Content isn't just information; it's 'value infused with emotion.'

Good content doesn't stop at simply "informing." What truly matters is what
it can give: making people read, feel, and act.

Through content, we can give people information, offer empathy, or breathe inspiration into them.

🎁 The 3 Emotional Values of Emotional Content

Types of Emotional ValueDescriptionExample Content Topics
🧠 Informative"I didn't know that!"
Content offering fresh perspectives or insights
"Why You Need to Periodically Organize Your Emotions" "The Moment a Single Tone of
Voice Changes a Relationship"
💓 Empathetic"This feels like my story…"
Stories that touch people's hearts
"When you feel listless for no reason—I've been there too" "A piece for nights
when you feel like you're the only one alone"
🌱 Resonance/Inspiration"Could I try this too?"
Content that sparks small acts of courage and emotional responses
"If one sentence could change your day" "The moment you realize, 'I can cheer myself
on too'"

🧭 Content value must spark an 'inner reaction'

  • Teach with the mind,
  • feel it in the heart,
  • and lead to action—that's when true value is realized.

📌 Emotion-Based Content Value Checklist

QuestionsDescription
🧠 Does this content provide people with new information?Intellectual satisfaction gained through knowledge
💓 Does this content evoke empathy?The 'me too' feeling experienced with the heart
🔥 Does this content give courage?Igniting the feeling of 'I can do it too'

Content is not an end product, but a 'heartfelt message for people'.

First, understand what emotion that person needs right now, then structure the content to reach that emotion—
that is the beginning of truly valuable content.

Step 3. How to Deliver It – The Flow and Expressiveness of Content

Content is like water in a cup – the "delivery method" is everything.

No matter how valuable the information or how profound the emotion, if the delivery isn't smooth, it won't resonate. For the
content we create, "how we say it" is more important than simply "what we say."

Good content should flow as naturally as drinking water and align its emotional rhythm with that of the consumer.

🎨 The 3 Elements That Determine Content Delivery

ElementDescriptionApplication in Content
📐 StructureVisually appealing and natural scrolling flowTitle → Question → Summary → Resonant One-Liner
🪞 Metaphor/ExampleConnects emotions and concepts for easy understanding"Good content is like a refreshing washcloth for the mind."
🎨 Design/Visual FlowIt must look good to keep people engagedShort paragraphs, appropriate emojis/emphasis, and restful white space

📌 Emotion-Based Content Delivery Checklist

QuestionsDescription
👁 Does this content have an 'easy-to-read structure'?Does the flow of the text follow the flow of emotion?
🪞 Does it focus more on 'being felt' than 'being understood'?Are there images or metaphors that stick in the mind more than concepts?
🎯 After reading to the end, does it leave you with a sense of connection?Is it structured to leave an emotional resonance?

💡 Communication power means creating space for emotion to linger

  • If it's too complex, emotion gets lost;
  • and if it's too rigid, emotions bounce right off.
  • If you emphasize only specific functions, emotions grow bored.

We must create pathways for emotion to flow within the content.

Structure creates rhythm, expression creates connection, and design anchors emotion.

Good communication isn't about skill; it's about consideration. Imagining the pace, gaze, and emotional state of the person consuming the content. That imagination transforms content from information into experience.

This isn't about 'easy reading,' but 'easy feeling.' Does my content have that 'unconscious flow that draws you to the end'? We must ask ourselves this question again.

Step 4. What emotion will it leave behind? – Designing the afterglow of your content

People may forget information, but they remember emotions for a long time.

The real impact of emotional content begins after it's consumed.

After consuming various content like text, video, or music, people remember the 'emotions they felt' more than the information itself.

  • Did it offer comfort?
  • did it give them courage,
  • or quietly moved them to tears…

Can the content I create change this person's emotions? Will it move them forward even one step?

That lingering resonance is the true purpose of emotional content.

🌊 Design the afterglow of your content like this

Types of AfterglowDescriptionApplication Points
🕊 ComfortI'm not the only one who feels this waySentences that empathize with emotions, honest confessions
✨ CourageI think I can do it tooSmall, concrete action steps, examples of change
🔍 InsightMakes you thinkQuestion-style sentences, a closing that prompts self-reflection
🧡 ConnectionFeeling like you can connect with this personWarm tone, the last words of a piece that truly speaks to you

📌 Emotion-Based Content Afterglow Checklist

QuestionsDescription
💭 Where did the emotional arc shift for the reader?Designing the emotional amplitude within the narrative arc
🪞 Does the final sentence leave a lasting resonance?The emotional message summarized in one line
💌 Does it feel like 'my story' rather than just 'information'?Inducing emotional reflection

Ultimately, content is about stirring hearts and where it settles.
Emotions must flow to connect; resonance must linger to build relationships.

💡 Content leaves emotional ripples

  • Information fades, but emotion remains.
  • There's plenty of smart content out there,
  • warm content stays with people.

A single sentence, a single emotion, a single resonance—content that lingers long in a person's memory is the true purpose of emotion-based content.

Step 5. Who did this content change? – Connecting to the brand

Good content ultimately leaves behind 'people'. And those people become relationships. Relationships become the 'starting point of a brand'.

People don't remember content. They remember the emotion they felt at that moment. And they seek out, like, and follow the person who gave them that emotion.

That is the beginning of a brand.

✨ Great content → Trust → Follow → Relationship → Brand

Did a single piece of content we created

  • changes someone's mind,
  • stir their emotions,
  • and subtly alter the course of their life, then that alone is equivalent to building a brand.

A brand is not an identity, but a relationship with people, built alongside the record of exchanging emotions.

📌 Brand Check Questions for Emotion-Based Content

QuestionsDescription
🎯 Did this content truly reach 'someone'?Measure by emotional response, not views
🧭 Is this a repeatable content flow?Is the brand's style, language, and emotional code consistent?
🤝 Did viewers feel a desire to connect with me after seeing this content?Before driving action, emotional connection comes first

Emotion-based brands create 'emotional connectors,' not just followers

  • Not just fans, but connections where they feel **"This person understands me"**
  • Not just a simple subscription, but **"This person's words resonate with my feelings"**—that trust
  • Not just a brand, but **"This is the language of emotion I want to belong to"**—an identity

🍊 Content that flows with emotion ultimately becomes the brand

We must become 'beings who share emotion,' not 'brands that provide information.'

Content passes, emotion remains, that emotion ultimately becomes a relationship, and that relationship becomes a brand.

Good content ultimately leaves behind 'people'.

When that content touches emotions, holds hearts, and somewhere, someone feels, "This is my story," that moment transcends function—it becomes a relationship.

And that relationship becomes an 'emotional thread' woven from trust, connection, and empathy—not mere interest.

When that thread repeats, the brand is born as a living entity with a bond.

사람을 남기는 콘텐츠 
→ 관계가 되는 콘텐츠 
→ 브랜드가 되는 콘텐츠. 

This direction is the journey where sincerity meets sincerity, based on an emotional connection that benefits both people and the brand.

To the Fear of Failure: If you’re having trouble getting started, think of it this way

🔗  감정 회복 루틴 gpt 바로가기

Why do we feel so afraid and doubtful when starting something new? This article introduces the philosophy that "failure is part of the process" and how to create a recovery routine for those challenging unfamiliar paths like development, entrepreneurship, or study. Discover a mindset that turns failure into opportunity and build your own recovery strategy together.

🌱 1. It's perfectly normal to fear the beginning

Why does starting something new feel so daunting and complicated? Facing
unfamiliar paths like development, entrepreneurship, or studying, these thoughts often surface
: "Can I really pull this off?" "What if I start
this and fail?" "Is this choice I'm making
even the right one?"

When trying something new, it's perfectly natural to feel excitement mixed with anxiety, tension, and self-doubt.
Especially in unfamiliar fields, you might experience an emotional rollercoaster—shaken confidence, confusion, and
even frustration. Those feelings that make you wonder, "Am I the only one?" are actually part of a process most people go through.

But this is a "natural flow." In
fact, if you don't feel these emotions, you might not have truly started yet.

But here's the crucial point: feeling
these emotions is proof that you're genuinely challenging yourself with something new right now.
If you feel no emotional waves at all, that might actually mean you haven't truly started.

🧩. Failure is natural. It's your first time.

None of us are good at things from the very start.

At first, nobody knows.
Failure is natural. Because it's the first time. You fail because you don't know, and failing makes you learn again.

Failure isn't a mistake.
It's more like a friendly system message saying, "You're currently learning." Just
like how the first few attempts in a game's tutorial are deliberately designed for you to fail, life is structured around that same process.

Failure isn't wrong; it's a friendly signal telling you, "I'm learning."

I was the same. When I first started studying development, I was bursting with enthusiasm.

I wrote code line by line, convinced, "I
can do this!" But soon, errors poured out, unfamiliar terms appeared everywhere,
I couldn't understand anything, problems grew more complex, and eventually, frustration washed over me daily.

Then one day, it suddenly hit me:

"Ah, I'm failing because I don't know yet, and this is all part of the learning process."
"It's not that I'm lacking; I'm just still learning."

This realization alone made my heart feel much lighter. And from that moment on, rather than fearing failure, I began to accept it as, "Ah, this is just a section I haven't learned yet."

In other words, failure isn't bad; it's a 'process'.
Furthermore, you must create the process of getting back up after this failure yourself. That's exactly what a "recovery routine" is.

You can fail. But those who have a routine ready to recover themselves from that point can restart much faster and more solidly.

You, too, needn't fear failure. Because it's not a 'wrong outcome' but simply a 'process in progress'. The emotions, confusion, and mental
breakdown you feel right now are all okay.
You are learning.

And this learning will undoubtedly take you to a better place.

🧘 3. A cluttered mind needs a recovery routine

Honestly, for the past three months, I've been planning and developing for about 12 hours a day.

When I first started
learning development, I began with pure passion and a "I can do this!" mindset, but reality was different.

What kept coming back was

  • Endless code errors
  • Complex concepts I couldn't grasp
  • technical terms I'd never heard before

Hitting these three walls left me mentally drained every day. Day after day, I hit a wall, felt overwhelmed, and ended up asking myself:

My mind grew cluttered, and I started questioning, "Why am I even doing this?"

What saved me then was "my own recovery routine."

My personal recovery routine involved reading a declaration statement imbued with my own philosophy—once in the morning and once in the evening. In my personal
life, I wrote a declaration stating, "Just as I failed, I will create a service to help someone else recover."

Reading this declaration each time allowed me to recalibrate my inner compass—remembering why I started and where I was headed.

🚫 4. What's truly scary isn't 'failure' but 'not starting' No one isn't afraid of failure.
I was, and countless others are too.

At first, everyone thinks like this:

"What if it doesn't work out this time?" "What if I start something only
to fail again…"

I too experienced multiple business failures.
At first, I challenged myself thinking, 'This time, I'll really do it right,' but
when it came to actually executing, memories of failure flooded my mind.

Once, twice… As I hesitated
like that, a month had slipped by before I knew it. I had prepared something
, but in the end, I hadn't actually started anything, and
time just kept passing.

Then one day, I spoke
these words to myself:

"Yeah, I might fail again.
But at least this time, I can try to change something."

That's when it started
.Once I accepted the premise that "failure is inevitable,"
the next question arose.

"So, what can I learn from this failure, and what can I do differently?"

Just this one question gradually
lightened the heavy weight on my heart, reducing the burden to a
manageable level where action became possible.

That's when small successes started to accumulate.
Of course, it still wasn't perfect, but today's me was one step forward
compared to yesterday's me who did absolutely nothing.

When you think about it, failure is often beyond our control.
Market conditions, timing, luck, people… No matter
how well I prepare, there are always elements that can lead to failure.

But there's one thing that's solely my choice:
whether to start or not.

The moment we choose not to start,
we've already opted for 'stagnation' rather than 'failure'.

The most precious time in your life is **
"the time you wasted doing nothing because you hesitated."**

That time hurts more than failure, and
the regret lingers deeper.

So, start small. It's okay
if it's imperfect, lacking, or clumsy.

Only those who start learn, only those
who learn dare to try again, and
only those who dare ultimately prevail.

And then one day, that thing
that seemed impossible…

"Huh? It works?"

…creates that moment.

That small beginning of change ultimately stems from **'the
courage to choose to start'**.

📈 5. The learning curve is a sign of growth.

Just when you start to feel a little more comfortable, there comes a day when everything suddenly feels unfamiliar and complicated. Things you thought you understood
start to get confusing, and the stride you were confidently running with feels like it's come to a halt.

  • Knowledge becomes jumbled and tangled,
  • your mind feels completely blocked, leaving you breathless,
  • and you find yourself wandering, having lost your sense of direction.

And then, at some point, this thought crosses your mind:

"Is this the right path?" "
Does what I'm doing even matter?"

At times like this, most people doubt themselves, blame their lack of skill, and give up.

But I want to tell you this:

"Right now, you're right in the middle of the learning curve—the curve of growth."

The learning curve isn't just a simple curve. It's a time of confusion, a time of realignment
, a precursor to deep insight—a phase we must go through to truly master and internalize something.

I've been through that phase many times myself.
At first, things gradually become familiar, but then one day, suddenly, everything feels like it's about to explode with complexity.

You thought you understood the code, but it stopped working; you thought the plan was finalized, but you hesitated again; you thought your thoughts were organized, but they became more chaotic…

"What the hell am I even doing?" "Have I regressed compared to yesterday
?"

These thoughts filled my head. At times like that, I felt pathetic

and sometimes even hated myself for starting anything at all.

But as I passed through this phase, I realized one thing: Growth isn't a straight line, but a series of curves.

The learning curve is structured to gradually climb higher by repeatedly going up and down.

In other words, it becomes familiar → then feels unfamiliar again → new insights emerge. This cycle repeats, making it truly my own.

And how you navigate this chaotic phase is truly crucial. Whenever that
happened, I didn't force myself to endure; I paused for a moment.

  • I'd close my eyes and take a nap,
  • I'd step outside into the sunlight for a walk,
  • stretch my body fully,
  • or put on music and sway to the rhythm.

These are very small actions, but surprisingly, during that time, something slowly sorted itself out in my mind.

Psychology calls this phenomenon

"Cognitive Harmony."

It's the process where, the moment consciousness pauses, the unconscious mind takes over and organizes things for me.

After a little while passes,
it becomes clear again. Things that seemed utterly impossible to untangle suddenly start connecting, and a broader picture begins to come into view.

And after repeating that process many times, I finally understood the "language" of that subject and became someone who could digest it at my own pace.

The learning curve is uncomfortable and confusing, but as we cross that curve several times, we gradually change.

Six months, a year, three years… If you persevere
through that stretch without giving up, what once felt overwhelming to you might become something others seek to learn, and you yourself could end up being the 'expert' in that field.

The learning curve is

not a "reason it won't work," but a "sign it will soon."

If you feel disoriented on that curve, you are undoubtedly growing right now.

So don't waste this moment; take a short break, but don't stop.

You're already on your way to the top of the curve.

🚀 6. Failure → Analysis → Retry = A routine stronger than genius

Elon Musk's SpaceX started later than NASA but has far surpassed it in technological capability.

Why?

Because they rapidly and consistently repeated the routine
: "Failure → Cause Analysis → Reattempt."

They didn't avoid failure; they shortened their learning
cycle through failure.

By rapidly repeating the developer process of "experimentation followed by analysis," they drastically shortened the learning cycle time for team members involved in the business.

Launch → Explode → Analyze → Launch again. Through
this repetition, they ultimately increased their success probability.

📌 In summary: Failure is your practice ground

Failure isn't a sign of incompetence; it's a signal that your skills are 'still building'.

📌 If you're failing now, you're 'in the process of learning'. Keep going
just a little further.
And remember:

"Only those who aren't afraid of failure ultimately succeed." Even if things don't go well at first, those who aren't afraid of failure are the ones who ultimately succeed.

  • Failure isn't something to be ashamed of—I'm learning right now.
  • My declaration will lift me up again.
  • The learning curve is the heart of growth. It's okay to take a break.
  • The real fear is me not starting anything at all.

🍊 Start putting it into action today: Create your own emotional recovery routine

"How's your mental health holding up today?"

Our emotions ebb and flow every day.
But with just a small routine to record and recover from those waves,
life becomes much more resilient and predictable.

Starting now, create your *"personal emotional recovery routine"* step by step. Just 5 minutes
a day is enough.

✅ Routine Examples & Recommended Tools

RoutineExampleTool
Declaration RoutineDaily Morning ReadingNotion, Google Keep
Failure Log Routine3 Lines on What I Learned TodayEmotional Journal App
Recovery RoutineWalking·Stretching·MusicYouTube, Movement App
Shared Routine"Today I failed at this…"Blog, Community, SNS

💡 Ready to start right now?

If you want to organize your own emotional routine with AI, try the custom assistant
prepared by GPT. It's the
easiest way to record your emotions and design a recovery routine.

🔗  감정 회복 루틴 gpt 바로가기

🎁 We recommend the Emotional Recovery Routine GPT for people like this

  • Those whose emotions take a backseat to busy days
  • Those who feel crushed daily yet manage to get back up
  • Those wanting to establish even a small routine
  • Those who want to understand themselves better

Emotions aren't something to control, but to care for. Starting today, try building the habit of checking in with your emotions a little each day.

"Right now is the starting point for your routine."

What is “Deep L”, a translation-specific AI: how it works, how it’s used in different industries, pricing plans, and how to get a Deep L API key

In 2025, as AI translation technology rapidly advances, the utility of translation tools is surging across diverse fields—from everyday communication to content creation and global business. Particularly for tasks demanding precise and smooth expression, like video subtitles, blog automation, and customer service chatbots, demand is growing for translations that feel more natural than those from existing translators.

For those who want to understand overseas news, specialized documents, and technical materials more fluently, or for those looking to implement automatic translation features on websites, apps, or blogs, there is one tool you absolutely must pay attention to: "DeepL Translator."

Originating in Germany, DeepL goes beyond simple literal translation. It earns high praise from many experts and translators for its natural expressions that consider context and its human-like translation quality. It offers numerous features immediately useful in practice, such as document upload, API automation, and browser extensions, making it a great help for both content creators and developers.

This article explores DeepL's strengths—often rated the most natural among translation platforms—along with practical application methods, key features, supported languages, usage tips, pricing plans, API utilization advice, and how to obtain an API key.

📌 Be cautious when using DeepL Translator. Relying solely

on automation based on its translation performance can lead to problems. While DeepL offers advanced translation capabilities, human review is often still necessary for cultural context or specialized terminology. There have been cases
where automated multilingual content was translated differently than intended, damaging brand image.

Use DeepL API and translation automation, but build your automated system to include a review process for critical content. Learn about the optimal content translation

workflow combining automatic translation and manual review in this article.

What is DeepL Translator?

ItemDescription
Translation EngineAI-based, maintains natural expressions and sentence flow
Supported LanguagesSupports 35 languages (English, German, Japanese, Korean, etc.)
PlatformWeb, Desktop (Windows/macOS), Mobile (iOS/Android), API
Document TranslationSupports uploading and translating PDF, DOCX, PPTX formats
Free API Quota500,000 characters free per month (DeepL API Free)
  • Thanks to our high-quality AI-based translation engine, context and style are naturally preserved.
  • Support for 35 languages makes it ideal for creating global content.
  • Integration into various channels like web, app, and API makes it usable for everyone from individuals to businesses.
  • The document upload translation feature allows you to instantly translate reports, presentation materials, and more without language barriers.
  • Using the API, you can connect to various services like WordPress auto-translation, Slack bots, and custom Slack response bots.

DeepL uses a high-quality AI-based translation engine to deliver natural results that consider the flow and context of entire sentences, not just simple word substitutions. It particularly excels at preserving stylistic nuances between major languages like English, German, Japanese, and Korean, producing results that feel as if translated by a human. It is particularly well-suited for content where tone and context matter, such as news articles, blog posts, and product descriptions.

deep l 지원 언어 32가지

It supports a total of 35 languages, covering major global languages like English, German, French, Spanish, Korean, Japanese, and Chinese (Simplified), as well as languages from Eastern Europe and Latin America. This makes it highly advantageous for creating multilingual versions of a single piece of content or accurately understanding and reworking overseas content.

Beyond basic web browser-based translation, it supports desktop apps (Windows, macOS), mobile apps (iOS, Android), browser extensions (Chrome, Edge), and provides an API for easy integration with practical tools and services. Its flexibility allows it to adapt to diverse translation needs, making it suitable for everyone from individual users to enterprise developers.

The document translation feature automatically translates entire documents while preserving their formatting when you upload PDF, DOCX, or PPTX files directly. This is useful for translating technical documents or investment proposals sent by overseas partners, or for distributing global reports in multiple languages. It handles even complex layouts without distortion, reducing the burden of re-editing in InDesign or Word.

Using the DeepL API automates repetitive translation tasks. For instance, you can automatically translate blog posts uploaded to WordPress for simultaneous multilingual publication, or create a translation bot that automatically responds to translation requests received in Slack. You can also integrate with tools like Notion and Google Sheets to set up a real-time multilingual content workflow. The API offers up to 500,000 characters per month for free, with the option to scale up to paid plans.

When is DeepL best to use?

Check out the scenarios below for using DeepL.

  • When writing blogs and articles: Publishing English content in Korean
  • Brand globalization: Utilizing multilingual content for product descriptions and user manuals
  • Development and automation routines: Build translation workflows via API integration
  • Improving work efficiency: Instantly translating internal reports, emails, and presentations

Those operating blogs directly from Korea can use the Deep L API to republish content created in Korean into various languages. Deep L specializes in translations for specific languages, enabling accurate and natural content publication.

For global brand managers, it greatly helps when easily creating multilingual content for documentation, marketing materials, and customer guides.

Developers can build automated translation systems via the API to reduce tedious repetitive tasks.

How to Use DeepL by Platform

We'll cover key features and usage tips for the web, app, and API.

PlatformKey FeaturesUsage Tips
WebTranslate input fields, upload documentsTranslate multiple paragraphs at once and utilize editing features
Desktop AppTranslate with keyboard shortcuts, drag-and-drop translationIdeal for real-time translation feedback during collaboration
Mobile appPhoto and text translation, foreign language conversation assistantUseful for travel and business trips
APIAutomated translation, custom workflowsAutomate efficiency with Make.com/Python integration

1. Web

  • Key Features :
    • Real-time translation via the basic text input field
    • Translate uploaded documents like PDF, DOCX, PPTX
  • Usage Tips :
    • Paste multiple paragraphs at once for translation → Convenient for blog posts and emails
    • Directly edit translated sentences or select suggested words → Easily refine expressions to better fit the context
    • Recommended: Set up quick access via browser bookmarks

2. Desktop App (Windows, macOS)

  • Key Features :
    • Use keyboard shortcuts (Ctrl/Cmd + C 두 번) to quickly pop up translations from any app
    • Instantly translate dragged text
  • Usage Tips :
    • Select text in work tools like Slack, Notion, or email → Instantly translate with a shortcut key
    • Real-time feedback translation during collaboration → Ideal for multilingual team environments
    • Quickly proofread sentences even while writing offline

3. Mobile App (iOS, Android)

  • Key Features :
    • Automatically recognize and translate text in photos (OCR feature)
    • Real-time foreign language conversation assistant (voice input & translation)
  • Usage Tips :
    • Snap photos of signs/menus/flyers during travel or business trips for instant interpretation
    • Translate conversations with foreigners using voice recognition
    • View saved translation history offline (paid feature)

4. API (For Developers)

  • Key Features :
    • Automatic text translation
    • Automatic document translation
    • Customizable workflows (e.g., automate translation of files in specific folders)
  • Usage Tips :
    • Make.com, Zapier, Python, Node.js Can be integrated with tools like Slack to set up automated routines
    • Example: When posting a WordPress article → Automatically translate into Japanese/English and publish simultaneously on each language blog
    • Ideal for managing large volumes of content like emails, blogs, and product descriptions

DeepL API Pricing Plans

Check the details of DeepL API pricing plans below. Plans are divided into Free, Pro, and Business, allowing you to choose based on your purpose and scale.

  • API Free Plan: Suitable for testing translation automation or small-scale projects
  • API Pro Plan: Useful for teams with high translation volume or regular automation tasks
  • API Business Plan: Optimized for large-scale translation workflows and customized enterprise environments

Plan Description

  • API Free Plan
    • Allows up to 500,000 characters translated per month via REST API. Terminology support is available for select languages only, and a maximum of 2 API keys can be generated. Ideal for basic translation automation or testing blog content translation.
  • API Pro Plan
    • A base monthly fee of $5.49 applies, with an additional $25 per 1 million characters used. You can generate up to 25 API keys, access 1,000 termbase entries, and enjoy unlimited translations. Suitable for business automation or building multilingual pages for corporate content.
  • API Business Plan
    • A customized plan for large-scale projects or enterprise customers. Includes onboarding, dedicated customer success manager support, invoicing capabilities, customizable usage limits, and all features of DeepL Pro.

If you're a developer looking to start translation automation routines, the Free plan allows up to 500,000 characters per month. It's more efficient to experiment first rather than prepay, then switch to the Pro plan if needed. If you need to precisely integrate translation into your company's internal systems, consult with the DeepL team and consider the Business plan.

How to Obtain a DeepL API Key

D

u003cstrongu003eDeepL api key 발급 방법 u003c/strongu003e

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DeepL api key 발급 방법

DeppL API KEY 발급 1 - 회원 가입 진행

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발급 받은 API KEY 는 타인에게 알려주시지 말고 꼭 보관만 진행하셔야합니다.u003cbru003e타인에게 알려 줄 경우 무단으로 사용되어 요금이 과금될 수 있으니 꼭 주의 하셔야합니다.

Why Do I Keep Getting Distracted When I’m Anxious? (feat. Panic Disorder) | From Brain Science to Coping Routines

Did you click this article because you're staying up all night dwelling on things that have already happened, or because you're ruining today worrying about things that might happen in the future? You have mountains of work to do, yet your mind is stuck in the past and future, and you can't even focus for ten minutes before beating yourself up?

It's okay. It's not because your will is weak, nor because you're lazy. It's simply your brain sending you an urgent 'signal'.

Today, we'll chart a journey of hope together—from the root experiences of anxiety and panic, to how they disrupt our 'flow of concentration,' and finally, to practical coping methods discovered through real-life experience.

Symptoms of anxiety and panic disorders experienced firsthand

Anxiety Disorder Symptoms

  • Difficulty focusing on tasks: Even when sitting down to work or study, your mind keeps wandering elsewhere
  • Difficulty sitting for extended periods: Struggling to stay seated at a desk for even 30 minutes
  • Breathing issues: Inability to take deep breaths properly; shallow breathing causes constant tension in shoulder and neck muscles, leading to rapid fatigue
  • Sleep disturbances: An overwhelming flood of thoughts before bed prevents restful sleep, leading to only 2-4 hours of sleep per night; some days involve no sleep for two days straight
  • Memory issues: Severe forgetfulness

Panic disorder symptoms

  • Fear of public places: Feeling dizzy and having trouble breathing when visiting crowded daytime locations (Seongsu-dong, department stores).
  • Visual Disturbance: The more crowded the place, the harder it is to focus on one spot; my gaze keeps shifting with every movement, making me feel overwhelmed
  • Physical symptoms: Nausea, shortness of breath when lying down at night, cold sweats

Vicious Cycle and Complex Symptoms

Anxiety disorders and panic disorders often co-occur. Extreme stress eventually makes work difficult, leading to self-blame for poor performance and the onset of depression, creating a continuous vicious cycle. This manifests in the following pattern:

Increased stressDecreased concentrationLower work/academic performanceSelf-blame and depressionGreater anxietyWorsening panic symptomsIncreased avoidance behaviorSocial isolationIncreased stress

The Journey to Recovery Part 1. Why Did My Mind's Alarm System Break Down? (Root Cause Analysis)

🚨 Three Root Causes of Anxiety Disorders and Panic Disorders (Core Causes): Anxiety disorders and panic disorders often stem from the following psychological patterns.

CauseEmotional FunctioningImpact on Concentration
1. RuminationContinuously dwelling on past events → Repeated self-blameConsumes energy meant for concentration on 'regret'
2. Uncontrollable FutureAnxiety about upcoming events → Obsessive need to predictWasting energy on 'what ifs' instead of 'the present'
3. Suppressing emotionsSuppressing sadness, anger, disappointment, etc.Emotional stagnation → Manifestation as physical symptoms (headaches, fatigue, restlessness, etc.)

A remote with a broken 'rewind' button (rumination = fixation on the past): Continuously replaying past events that are already over in one's mind. Repeating "Why did I do that then?" or "I shouldn't have said that…" Regret and self-blame consume the energy meant for the present. Even though it's already over and can't be changed, constantly replaying it drains all your energy to the ghosts of the past.

Anxiety about the uncontrollable future (future anxiety): You worry prematurely about things that haven't happened yet, and may never happen. 'What if I mess up that important presentation?', 'What if people dislike me?' Trying to control things beyond our power only drags us into a swamp of helplessness and anxiety. In other words, it's anxiety stemming from the feeling of having no control over what will happen next.

Suppression of Emotions and Difficulty Expressing Them: When feeling emotions like sadness, anger, or disappointment, we tell ourselves, 'I shouldn't feel this way,' or 'I mustn't appear weak,' and instead of honestly expressing and resolving these feelings, we tightly suppress them inside. These emotions don't disappear; they build up internal pressure like a pressure cooker until, at some point, they explode 'boom!' over a minor trigger. This can manifest as panic attacks or extreme anxiety. As my philosophy states, "Self-awareness is the starting point of all emotions," ignoring my feelings was the root of all problems. Emotions accumulate internally, eventually erupting as anxiety or panic.

It's precisely this rumination, worrying about the future, and suppressing emotions that chronically overheat our brain's 'danger detection system' (the amygdala). Since the brain cannot distinguish between real threats and imagined ones, it keeps sounding the alarm, maintaining a constant 'fight-or-flight mode'.

Ultimately, the 'CEO of the brain' (prefrontal cortex), responsible for rational judgment, shuts down. Our concentration resources are completely drained processing these unnecessary alarms. This process can be summarized as the easy-to-remember pattern: 'Anxiety. Distraction.'

Easy-to-remember pattern: 'Anxiety. Distraction.'

Remember why you can't focus when anxious as 'Anx.y. Dist.rac.tion':

  • Anxiety switch ON → Safety mode activated → Executive function impaired → Scattered actions

You are the excellent 'Guard Captain (me)' protecting the castle. But one day, the castle's 'anxiety switch' malfunctioned. Even though no enemy approached, the entire castle entered a state of emergency—'safety mode'. The wise 'castle lord (reason, prefrontal cortex)', who devises strategies and plans, became trapped in an underground bunker, unable to issue any commands.

As the Guard Captain, you have no choice but to run frantically up and down the castle walls, reacting to every minor sound in a chaotic, scattered manner. Crucial tasks like reinforcing the castle gates or stockpiling food are completely neglected.

The Journey to Recovery Part 2. A Reality-Proven Guide to Overcoming Challenges

So, I'll share my genuine experience and concrete action tips that proved effective through about 8 months of effort to change medication and lifestyle habits—efforts aimed at turning off this faulty switch and restoring the flow of daily life.

📅 Actual Treatment Experience and Recovery Process: 6-Month Recovery Journey (Real Case)

  • Diagnosis and Treatment: Initially unaware it was depression, but after visiting a psychiatrist, diagnosed with 'high anxiety and depression levels'. After consistently undergoing medication treatment for about 8 months, from September 2024 to around May 2025, I improved to a degree that surprised even myself, enabling me to focus on work again.
  • Morning and Daily Routine Creation: No smartphones immediately after waking. Start the day with activities focused on 'today'—exercise, household chores, writing a to-do list.
  • Optimizing medication: Taking anxiety medication (morning/lunch) and panic medication (before bed) separately to regulate daily condition.
  • Relationship restructuring: Minimized social interactions during treatment. A deliberate choice to reduce the worry (rumination) and stress that arose after meeting people.

Initially unaware it was depression, I underwent depression scale testing after starting psychiatric care. My anxiety + depression scores were high. I doubted medication would make a difference, but after taking it for about 6 months (September 2023 to May 2024), I improved significantly and regained focus at work.

Building a Morning Routine To avoid checking my phone immediately after waking up, I would go exercise or do housework as soon as I opened my eyes. If I felt groggy (the panic disorder medication from the night before made me drowsy), I would think about what needed to be done and jot down about three tasks for the day as they came to mind.

While the panic disorder medication reduced my thoughts, taking it during work made my mind feel foggy. Taking it in the morning or at lunch made me sluggish and reduced work efficiency, so I took it at night to help me sleep soundly.

During the social relationship regulation therapy period, I minimized the number of people I met. I reduced social time because meeting people often led to worries or stress afterward, and I kept feeling stressed even during leisure time. I had this feeling that 'this isn't the time to be having fun'.

Why was it necessary to temporarily reduce social interactions?

1. The need to conserve energy: During treatment, limited energy must be focused on recovery. Socializing is also an activity that requires significant energy.

2. Securing time for self-observation: Time alone is necessary to sort through my emotions and thoughts. Constantly socializing makes it difficult to grasp my true state.

3. Minimizing external stimuli: When anxious, even minor stimuli feel amplified. Reducing additional stress from social interactions is crucial.

Summary of the Recovery Process for Burnout

StageChange Details
🔍 AwarenessRecognizing: 'I'm not lazy;
my emotions just aren't flowing.'
🧑‍⚕️ DiagnosisPsychiatric visit → Diagnosis
of anxiety/panic →
Medication + routine adjustments
✂️ Relationship RestrictionMinimized social interactions
+ Started emotional journaling
🔄 Routine ResetMorning affirmation
+ 3 To-Do items
+ Smartphone ban
💊 Medication StrategyAdjust medication routine: Focus pills during the day, panic
relief pills at night

💡 Methods to regain focus flow, tested firsthand

In addition to the above case, I propose an action toolkit to directly turn off the three anxiety triggers mentioned earlier.

Routine NameDescriptionExecution Tips
Brain DumpRelease rumination from your mind5 minutes every morning, freely writing down
emotions/thoughts/worries
Worry TimeGather worries in one placeSchedule worries for 7 PM; postpone them
during other times
Senses 5-4-3-2-1Training to return to the presentWhen anxious, feel one sense at a
time to align emotions
  1. Releasing the 'Emotional Pressure Cooker': Brain Dump
    • How-to: When your mind is cluttered, pour all worries and emotions onto a notebook. The key is to simply release them without judgment like 'This thought is silly.' It's the most effective way to safely express suppressed emotions and break the cycle of constant rumination.
  2. 'Future Worry' Pause: Worry Time
    • How-to: Set aside exactly 15 minutes a day as 'Worry Time'. If worries about the uncontrollable future pop up outside this time, promise yourself, "Ah, I'll properly worry about this at 7 o'clock!" and postpone it. This way, you regain control over your worries instead of being dragged around by them.
  3. Returning to the 'Present' from Past and Future: 5-4-3-2-1 Grounding
    • How-to: When anxiety overwhelms you, focus intensely on the senses around you right now—what you see, touch, hear, smell, and taste. This practice acts as a powerful anchor, forcibly bringing your consciousness—which may have been stuck in the past (rumination) or future (worry)—back to this very moment, right here.

Q&A for a Deeper Understanding of Anxiety Disorders and Panic Disorder

For those wanting to delve deeper into anxiety and concentration, we've clarified some easily confused concepts.

u003cstrongu003eQ1. 불안한데 게임이나 청소에 초집중하는 건 뭔가요?u003c/strongu003e

u003cstrongu003eA:u003c/strongu003e ‘회피성 + 과집중’입니다. u003cbru003e통제 불가능한 큰 불안에서 도망치기 위해, 당장 결과가 보이고 통제 가능한 작은 일에 에너지를 쏟아붓는 방어기제죠. 건강한 집중과는 다라며, 회피하기 위한 불안한 감정을 내재한 건강하지 못한 집중이라고 볼 수 잇다고 합니다.

u003cstrongu003eQ2. ADHD 약을 먹으면 불안장애 집중력에도 좋을까요?u003c/strongu003e

u003cstrongu003eA:u003c/strongu003e 위험할 수 있습니다. ADHD 약(각성제)은 이미 과열된 교감신경계를 더 자극해, 오히려 불안과 신체 증상을 악화시킬 수 있습니다. 반드시 전문가의 진단이 필요합니다.

u003cstrongu003eQ3. 명상만 하면 더 불안한데, 효과가 없는 걸까요u003c/strongu003e

u003cstrongu003eA:u003c/strongu003e 아닙니다. 오히려 명상이 ‘작동하고 있다’는 증거입니다. 어두운 방에 불을 켰을 때 비로소 어질러진 방이 보이는 것처럼, 그동안 외면했던 내 마음속 생각들을 ‘알아차리기’ 시작한 첫 단계입니다.

Avoidance and Hyperfocus

Some people, when anxious, may instead become intensely absorbed in one activity, like gaming or cleaning. Does this contradict the 'decreased concentration' symptom of anxiety disorders? Actually, it doesn't.
This can be seen as 'avoidant hyperfocus'. It involves intentionally pouring all mental energy into a simple, clear goal
that can be controlled right now, as a way to escape from the overwhelming, anxious thoughts.

The Complexity of Medication: ADHD medications regulate dopamine to enhance focus.

So, can someone with both an anxiety disorder and ADHD achieve the 'two birds with one stone' effect of improving focus and reducing anxiety by taking this medication? Anxiety may actually worsen.
ADHD medication (stimulants) activates the brain's sympathetic nervous system, increasing alertness and focus.
However, anxiety disorders already involve an overactive sympathetic nervous system.
Adding stimulants can accelerate heart rate, intensify chest tightness, and worsen physical anxiety symptoms, potentially triggering panic attacks.

The Paradox of Meditation

Meditation is often touted as beneficial for reducing anxiety and improving focus.
Yet, when you actually try to meditate and close your eyes, you might find all sorts of anxious thoughts surfacing more vividly, making you feel even more distressed. Is
this proof that meditation doesn't work? Rather, it could signal that meditation has 'started working'.
Normally, we avoid or suppress anxious thoughts, failing to even properly recognize them.
Like dust piled up in a dark room. Meditation is the act of turning on the 'light of awareness' in that room. Just as you might be startled by the sight of a dust-filled room when you first turn on the light, the thoughts you've been ignoring suddenly become visible all at once.


In closing: It's about flow, not speed.

Concentration issues stemming from anxiety and panic disorders aren't a matter of willpower. They're a physiological phenomenon where the brain's survival system overactivates. They also result from a complex interplay of psychological patterns like rumination about the past, uncontrollable anxiety about the future, and emotional suppression.

When I first experienced anxiety and panic disorders, I couldn't accept it, thinking "Panic disorder? Me?"—I always thought I was healthy. But once I acknowledged, "Oh, I'm just in a painful state right now," and started going to the hospital, I realized, "Just accepting this is important too."

Therefore, don't blame yourself. Seek professional help and create your own routine; you will definitely improve. As
my approximately 8-month treatment experience shows, with appropriate therapy and lifestyle adjustments, significant improvement is possible. The key is not to endure it alone, but to find your own recovery pattern with professional support.

A lack of focus isn't a sign of your inability; it's a signal from your mind, born of regrets about the past, anxieties about the future, and unexpressed emotions. Just as flow is
crucial in relationships and work, prioritize tending to the flow of your own emotions first. When you let
go of the past, trust the future, and acknowledge your present feelings, your focus will naturally return to you.

Don't suffer alone in silence. Starting today, begin with even one small step. I sincerely cheer you on in your journey to reclaim your peaceful flow.

How do I get my blog to show up on ChatGPT and Perplexity? : The Age of AEO, Not SEO

We are now in an era where search users increasingly ask questions directly to AI like ChatGPT or Perplexity, rather than Google or Naver. While traditional blog SEO remains important, AEO (AI Engine Optimization) strategies must now be implemented in parallel to gain visibility with AI.

AEO goes beyond simply writing search-optimized content; it involves creating structures and content that AI can trust and reference. Crucially, when AI cites content, it displays it in a source format. Therefore, once your site and blog are optimized for AEO, they have a high probability of consistently securing a spot as AI-recommended content.

We've entered an era where a single piece of content can capture both search engine traffic and AI source exposure. What if your content appears as an AI source?

  • ✅ Brand recognition
  • ✅ Search traffic
  • ✅ Expertise positioning

You can achieve all three at once.

While AI-generated, automated writing is becoming more prevalent, ultimately, high-quality content remains paramount.

In the era when search engines were the only focus, good content merely conveyed information. However, in the AI era, good content is recognized as content that benefits users by driving action. I've covered how to create good content to survive in this increasingly sophisticated content era in a separate article below.

Why Content Creators Must Consider AEO

  1. AI reads first, before
    humans → Chatbots read and summarize first, then provide it to users.
  2. AI summaries become the
    whole story → If AI can't extract the core message, no matter how well written, it won't get exposure.
  3. Search traffic is declining while AI-driven traffic surges
    → Blogs, news, YouTube, etc., also depend on AI recommendation algorithms.

🤔 What is AEO?

AEO stands for AI Engine Optimization, a strategy for designing content
structures optimized for AI search models like GPT, Claude, and Perplexity.

Simply put, the core shift
is from "writing visible to humans" → "writing AI understands first."

🔍 From search to 'conversation' – chatbots come first, not search bars

DistinctionThe old search era (SEO)Current AI Search Era (AEO)
Search SubjectUser (Human)AI (Chatbot)
Primary ApproachKeyword-Centric TextMeaning-centered questions/answers
Optimization CriteriaTitle, meta tags, backlinksStructured information, contextual relevance, summarizability
Content directionClick-Inducing, ExposureEase of Recognition, AI Summary Optimization

🧠 We're now in the "question-centric search era" for AI

People no longer just search by keywords. For example, users now frequently conduct searches that lead to specific actions.

  • 3 Types of Questions People Search for in Search Engines
"GPTbot 이란"
"gpt 에 블로그 노출"
"ChatGPT 내 사이트 노출 방법"
  • 3 types of questions people search with ChatGPT
  • "What is GPTBot?"
  • "How do I get my site featured on Perplexity?"
  • "How do I get my site to appear as a source in ChatGPT?"

In the past, people simply typed "keyword + keyword" combinations into the search bar. For example, "blog SEO" or "block GPTBot."

In other words, today's AI search involves questions structured with richer language patterns—combining keywords with intent, keywords with action prompts, or keywords with context—rather than just simple keywords.

This shift means content creation methods must change too. Beyond traditional SEO, an AEO (AI Engine Optimization) strategy is essential—structuring content so AI can understand and trust it.

👌 Allow GPTBot access to be exposed to ChatGPT

To allow ChatGPT to learn from and cite web information, you must first permit GPTBot access. GPTBot is a web crawler operated by OpenAI, used by ChatGPT to gather information from the web and cite sources. Allowing this bot to crawl your blog ensures your content is recognized as trustworthy data by the AI. Consequently, your blog has the potential to be included as a source in ChatGPT's responses.

robots.txt Settings

Configuring it as shown below allows GPTBot access while preventing excessive scraping. (For those like me using a self-hosted server on AWS, this prevents server crashes caused by traffic spikes.)

User-agent: GPTBot
Crawl-delay: 30
  • ❗ Setting "Disallow: /" completely blocks GPTBot access, resulting in **0% AI exposure opportunity**.
  • ✔️ Crawl-delay set to 30 seconds is a balanced setting. It allows data scraping at an appropriate speed, prevents server overload, and maintains positive exposure opportunities.

Conditions for making my content visible to AI

Just because you've allowed GPTBot doesn't mean AI will automatically cite your content. The AI must be able to 'read' your content and 'understand' it. Be sure to check the following conditions:

  • HTTPS Implementation: Only sites with security protocols are positively evaluated.
  • Mobile Optimization: Mobile accessibility and design must remain intact for better crawling quality.
  • Fast Page Loading Speed: Slow sites may cause AI crawlers to abandon scraping or prioritize them lower.
  • Public Access Without Login: Content must be viewable immediately without requiring login or registration.

While HTTPS is typically enabled when creating a website, many clients who outsource SEO work often neglect HTTPS setup. HTTPS must be implemented as a fundamental requirement.

Mobile optimization and page loading speed checks can be done within a minute by simply entering your site's URL into Google PageSpeed Insights (pagespeed.web.dev).

This site scores 98 points on mobile. (Built with WordPress using the Generator theme + WP Rocket plugin.)

🧩 AEO Content Creation Checklist (Practical Guide)

ItemDescriptionExample
✅ Structured HeadingsStart with a question or core keyword"In the ChatGPT Era, Is Blogging Dead?"
✅ Subheadings for Each ParagraphUse H2~H3 tags to separate informationAEO란 무엇인가요?
✅ Provide a summary sentenceState a key sentence for each section"AEO is SEO that AI reads first."
✅ Utilize tables/listsGPT finds it easier to recognize structureUtilize tables like the one above
✅ Emphasize cause-and-effect structure"Why → So how"Problem → Solution method explanation
✅ Includes natural language questionsInclude sentences users might ask"How do I get started with AEO?"

1. Structured title: Start with a question or core keyword

In the AEO era, writing a good title is half the battle.
AI first reads the title to grasp context. Question-based or clear keyword-focused titles are best recognized. For example, "How to survive blogging?" is less effective than "In the ChatGPT era, is blogging dead?"—a title that conveys both the topic and a sense of urgency.

2. Subheadings per Paragraph: Use H2, H3 tags to segment information flow

Just like humans, AI finds long texts burdensome. Adding subheadings
at meaningful intervals makes it easier to follow the context. In HTML terms, <h2>, <h3> Make active use of H2 and H3 tags.
Example: AEO란 무엇인가요?
The more subheadings you include, the easier it is for AI to structure and summarize the text.

3. Provide summary sentences: Include one key line per section

Emphasize one key sentence separately at the end of each section. This helps AI compress the content around that sentence when summarizing.
For example, insert a sentence that can be summarized, like "AEO is SEO that
AI reads first." Such sentences are highly likely to be directly used by AI like GPT, Claude, or Perplexity when summarizing content.

4. Use tables and lists: Visual structure matters to AI too

Organizing content into tables or lists makes structure much easier for both humans and AI to recognize.
For instance, when comparing AEO vs SEO, summarize it in a simple table format, or list action items as 1., 2., 3. AI can distinguish and recognize key elements.
GPT strongly prefers table and list structures.

5. Emphasize Causal Structure: Design with Problem → Cause → Solution Flow

For AI to understand and recommend information, the logical flow must be clear.
Therefore, text should first state "
Why is that?" followed by "So how?" Example: "Search engine traffic is declining. Why? Because people are asking GPT directly. Therefore, we must learn AEO."
This causal progression is highly advantageous when AI summarizes or converts content into a question-answer structure.

6. Include natural language questions: Incorporate actual user queries

AI prefers content that includes similar questions to answer user queries.
In other words, if sentences like "How do I start with AEO?" or "How should I change my content?" are naturally included in the body,
AI is more likely to recognize them and match them as response content to user questions.
Now, content must be structured for the "questioning AI" rather than the "reading person."

✅ Content Structure AI Loves

  • Q&A format (e.g., "What is GPTBot?")
  • List format / How-to / Step-by-step explanations
  • Summary → Detailed Explanation → Practical Tips Structure

Structured content is recognized as such by search engines and AI when it includes internal headings (h tags), lists (li tags), Q&A (FAQ schema) + how-to (how-to schema).

Unlike humans, search engine crawling bots and AI crawling bots evaluate content quality differently based on whether it is structured or unstructured, even if the written content is identical.

For example, even if two articles are both 1200 characters long, if one lacks a title, lists, or Q&A, the crawling robots will

✅ Example of AI-friendly content

Q. GPTBot이 뭐야?
A. GPTBot은 OpenAI가 운영하는 AI 학습용 웹 크롤러입니다.

Q. 막을 수 있나요?
A. robots.txt에 아래 설정을 하면 됩니다:

User-agent: GPTBot  
Disallow: /

Writing content by anticipating questions like this makes ChatGPT pinpoint it as the source!

🔗 How to appear on Perplexity?

Perplexity tends to favor exposing actual links.

✅ Perplexity exposure conditions

  • Clear question keywords in the title. Example: "GPTBot Blocking Method 2025 Latest Edition"
  • Page contains a summary first, followed by detailed explanation
  • Static content (HTML body, not JavaScript)
  • Use schema.org structured data (optional)

🛠️ Provide structural hints to AI via Schema markup

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "GPTBot이란?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "GPTBot은 OpenAI가 운영하는 웹 크롤러입니다."
      }
    }
  ]
}
</script>

ChatGPT + Google AI + Perplexity can quickly understand the structure. For WordPress, you can verify schema using the FAQ items provided by SEO plugins like Yoast SEO or RankMath.

🖥️ Prompts for AEO

이 블로그 글을 ChatGPT가 인식하고 요약하기 쉽게 만들고 싶어요.

1. 문단별 요약 가능하게 정리
2. Q&A 구조 추가
3. 키워드를 GPT가 잘 인식하도록 재배치
→ 마크다운 형태로 바꿔 작성
할것.

📌 Conclusion: Now, "AI-readable content" comes first

More users are now searching via ChatGPT than through traditional search engines. ChatGPT has become the primary information gateway, surpassing search results.

The question has shifted from "Who will read this article?" to "Which AI will summarize this article first?"

For content creators, designing a structure that AI can understand and repurpose now takes precedence over manually inserting keywords. AEO isn't optional—it's a survival strategy.

5 Surprising Benefits of ADHD + 6 People Who Thrive with ADHD

Have you ever been working and suddenly lost focus, or stopped writing an email to open the fridge? Have you ever forgotten where you put your phone and stood there blankly thinking, "Wait, what was I just going to do?" If you've ever caught yourself wondering, "Could I have ADHD?" while observing moments like these…

ADHD isn't a broken brain. It's just a differently tuned brain.

Everyone's talents, emotions, and flaws are unique, right? The ADHD brain is no different. Behind the distractions lie monsters of focus and creativity. Harnessing that rhythm can transform your life in astonishing ways.

"The brain is not designed. The brain adapts."
– Lisa Feldman Barrett, How Emotions Are Made

Now, let's explore the 5 amazing strengths of the ADHD brain and 6 successful individuals who possess it.

You can check out the immersion routine and dopamine reset method to maximize your ADHD brain's potential by 200%.

🧠 5 Amazing Advantages of the ADHD Brain

Advantage 1. 🔥 Hyperfocus

Once immersed, they focus with frightening intensity. When working on something they love or a topic that interests them, they lose track of time.

While ADHD is often associated with distractibility and poor focus,
the reality is that when you get hooked on something you care about, you enter a state of intense immersion.

When in this state, the concept of time disappears, and you become so deeply immersed that surrounding sounds fade away.
This isn't mere concentration; it's the brain's dopamine circuitry fully activated.
In that moment, the prefrontal cortex and the brain's motivation system work in perfect sync, maximizing creativity, processing speed, and problem-solving abilities.

For example,

  • a college student stays up all night making a presentation PPT for an interesting class without feeling tired,
  • while an office worker becomes so engrossed in a project proposal they've long wanted to lead that their boss compliments them, "You've really got the hang of things lately, huh?"
  • while Gen Zers create video edits without noticing hours flying by.

This deep immersion naturally leads to a sense of accomplishment and self-esteem, creating a virtuous cycle of immersion where the dopamine reward itself fuels an even greater desire to immerse further.

📌  “ADHD는 ‘멀티 관심형’, 하지만 한 번 꽂히면 핵몰입형” 이 말, 진짜 찐입니다.

Advantage 2. 💡 Creativity and Idea Explosion

  • Quickly solving unexpected problems
  • Thinking in diverse ways to generate creative ideas

The ADHD brain makes rapid mental 'jumps'.

Rather than thinking sequentially like A → B → C, it follows a leaping, free-flowing association pattern like A → Z → G → M.

This thinking style is the source of creativity.

ADHD tendencies offer tremendous advantages, especially in thinking that breaks traditional frameworks, in ingenious ideas, and in planning concepts. Even in problematic situations, the mindset of "Why must it be done this way?" can spark entirely different solutions.

Moreover, this creativity doesn't just stay in the mind; it connects to ADHD's strong drive to act. Many people with ADHD, sensing "This could work!", immediately try making it or experimenting – they are highly action-oriented.

Indeed, figures known to have ADHD traits—Steve Jobs, Jim Carrey, Michael Phelps—all expressed this creativity and uniqueness to the world in their own distinct ways. (See below for more detailed stories about individuals with ADHD.)

📌 ADHD 가진 창의성은 ‘정해진 생각을 잘 따라가는 능력’이 아니라, ‘틀을 깨고 자기만의 흐름을 만들어내는 능력’이에요.

Strength 3. ⚡ Heightened intuition and sensory awareness

  • Quick to pick up on the atmosphere around them and people's moods
  • Strong emotional empathy matched by rapid emotional shifts
  • This is also why they excel at intuitive decision-making

People with ADHD tendencies typically have highly sensitive sensory receptivity. They quickly pick up on subtle shifts in the surrounding atmosphere, people's expressions or tone of voice, and even the slightest tremors of emotion. That's why they're often said to have a "strong emotional radar."

While this sensitivity may feel like a disadvantage, it connects to two major strengths: 'empathy' and 'intuitive judgment'. Because their own emotional fluctuations are significant, they possess a deep capacity to empathize with others' feelings.

Moreover, decisions made based on 'feel' rather than logic are often more accurate.

This is because the ADHD brain actually has higher activity in the intuition circuit (right brain) than in traditional thought circuits. For example, a gut feeling like, "Somehow, this project feels like it's going to bomb," often turns out to be surprisingly accurate.

📌  ADHD 만의 이런 예민한 감각은 상담, 예술, 브랜딩, UX 기획, 퍼실리테이터 같은 직업에서 엄청난 장점으로 발휘됩니다.

Strength 4. 🌀 Multidimensional, Multi-Interest

  • High curiosity across diverse topics
  • A brain that can connect multiple fields
  • Particularly strong in content planning and startup ideas

ADHD is closer to a 'multi-interest brain' than single-focus. While sustaining long-term concentration on one thing is difficult, they excel at simultaneously jumping between and thinking about multiple things.

"I'm studying, then suddenly I'm curious about a recipe, and while cooking, I'm analyzing a designer's portfolio…" This way, interests connect multidimensionally, often sparking unexpected connections and creative combinations.

This trait becomes a tremendous advantage in content planning, marketing, entrepreneurship, and creative activities. It's specialized at connecting diverse fields to create something new.

It shines when unpacking brand messages through storytelling or generating service ideas that fuse different fields.

🎨 Remember: "
My ability to connect things is the source of my creativity," not "People like me who are interested in everything can't do anything."

Strength 5. 🚀 Risk-Taking and Adventurous Spirit

  • Unconstrained by conventions, unafraid of challenges and experimentation
  • Why many entrepreneurs have ADHD traits

The ADHD brain is strongly drawn to novelty. It responds more quickly to words like
change, challenge, and adventure than to routine tasks.

This isn't mere distraction; it stems from a desire for challenge and an instinct to experiment.
That's why people with ADHD traits are disproportionately represented among startup founders, solo content creators, and creators.

When a new idea strikes, they act immediately, thinking, "This could work!" Even if they fail
, they bounce back quickly, saying, "Then let's try this next time," and swiftly pivot to a different direction.
This resilience is often advantageous in rapidly changing environments.

📌 리스크 감수 능력은 단지 “무모함”이 아니라, “아직 아무도 가보지 않은 길을 먼저 걸어보는 용기”로 볼 수도 있어요.

🙇 6 Representative Figures with ADHD

NameFieldADHD Trait CharacteristicsOne-Line Summary
Steve JobsApple FounderOut-of-the-box thinking, relentless focus"Innovation comes from discomfort"
Jim CarreyActor·ComedianEmotional rollercoaster · Explosive energy"Distraction is a weapon. On stage, it becomes talent."
Michael PhelpsSwimming Gold MedalistFocus that stays sharp even during repetitive training"My mind is calmest when I'm moving."
Richard BransonFounder of Virgin GroupSpirit of challenge·Risk-taking“I think differently, and that’s my weapon.”
Simone BilesOlympic Gold Medalist in GymnasticsSensory Focus During High-Difficulty Moves“ADHD didn’t make me weak. It made me strong.”
Will.i.amMusician (Black Eyed Peas)Explosive creativity · Idea-driven“ADHD lets me imagine musically.”

Steve Jobs, co-founder of Apple, drove innovation through relentless questioning and thinking outside the box. He distilled essence into simplicity and created world-changing products through obsessive focus. Jobs said:

"Innovation comes from discomfort." – Steve Jobs
True to his words, his ADHD tendencies became a force for changing the world.

Jim Carrey, an actor and comedian, harnessed his overflowing energy and emotional fluctuations as powerful weapons on stage. He made the world laugh with absurdly exaggerated expressions and actions, and thanks to his ADHD, he possessed richer expressiveness.

"Distraction is a weapon. On stage, it becomes talent." – Jim Carrey

Michael Phelps, the swimmer with the most Olympic gold medals in history, maintained incredible focus even during repetitive training. Diagnosed with ADHD, he unleashed his concentration within the routine of swimming, saying:

"My brain is most calm when I'm moving." – Michael Phelps

Richard Branson, founder of the Virgin Group, leveraged his ADHD tendencies to fearlessly challenge new industries. An icon of entrepreneurship and adventure, he proudly embraces his 'difference':

"I think differently, and that's my weapon." – Richard Branson

Simone Biles, a gymnastics legend and Olympic gold medalist, was diagnosed with ADHD yet astonished the world by maintaining focus during high-difficulty routines. She embraces her traits without shame, stating:

"ADHD didn't make me weak. It made me strong." – Simone Biles

Will.i.am, member of the Black Eyed Peas and producer, confesses that his ADHD-fueled imagination and creativity enabled him to create original music.

"ADHD allows me to imagine musically." – Will.i.am

✅ In closing

AdvantagesTips for UtilizationPoints to note
HyperfocusStart with the most interesting tasksRoutinize Boring Tasks
CreativityUse an idea note appNeed to organize to avoid excessive dispersion
IntuitionExercise intuition in teamwork and collaborationRecommend keeping an emotion journal to avoid being swayed by feelings
Adventurous SpiritShines in planning new challengesToo many attempts lower execution rate
  • ADHD isn't about lacking focus, but having explosive, interest-driven concentration
  • A brain with tremendous strengths in creativity, sensory perception, and a spirit of challenge
  • The core strategy is 'enhancing strengths' through environmental and routine design

Many people mistakenly believe ADHD is a 'state of lacking focus,' but the reality can be the opposite. ADHD isn't a brain that can't focus; it's a brain that 'explodes with focus when interested.'

In other words, it possesses the ability to immerse itself far more deeply, longer, and more intensely than the average person in tasks it finds interesting, wants to do, or perceives as meaningful. Therefore, it's more accurate to understand it not simply as distractibility or deficiency, but as an 'interest-based hyper-immersive brain'.

The ADHD brain demonstrates tremendous strengths, particularly in creativity, sensory sensitivity, and a spirit of challenge. Thanks to its ability to shift thoughts rapidly and make associations, it generates ingenious ideas easily and can approach artistic expression or problem-solving in novel ways.

This brain, sensitive to subtle changes in its surroundings and emotions, also excels in empathy and intuition. Its lower fear of new attempts or adventures often leads to remarkable achievements in fields like entrepreneurship or content planning.

However, to leverage these strengths, the power of 'environment' and 'routine' is absolutely essential. Since the ADHD brain is sensitive to external stimuli, designing an environment that regulates stimulation and promotes focus is key.

For instance, strategies like a morning focus routine during the golden hour, rest methods that deplete and then replenish dopamine, and single-task approaches can maximize ADHD strengths by 200%. In other words, when there's a 'customized routine' that controls weaknesses and nurtures strengths, the ADHD brain can achieve results more powerful than anyone else's.

Learn the top 6 reasons for AdSense account suspension and termination

Google enforces very strict policies to protect the advertising ecosystem and maintain trust with advertisers and users.

If an AdSense account is restricted or a Google account is terminated, recovery is possible by correcting the policy violation. However, if the Google account is terminated, recovery is nearly impossible. Since AdSense accounts are intended for one person per account, it is crucial to understand AdSense policies accurately.

Ad serving restrictions and account suspensions often lift after 1 to 6 months, but account termination prevents re-registration. Therefore, it's vital to understand Google AdSense program policies beforehand and operate your account with knowledge of suspension and termination procedures.

If your Google Ads account is suspended or terminated, contacting Google AdSense Customer Support is a good approach. Note that account suspensions and terminations are not handled manually; they occur through Google AdSense's automated policy monitoring program.

In some cases of account termination, you can contact support, clearly explain the situation, receive a response, identify the cause of termination, or modify any program policy violations and then request to reverse the account termination.

애드센스 게정 정지 및 해지 문의 센터 안내

First, please make sure to thoroughly review the AdSense Program Policies. This article will only provide a summary of the key points.

AdSense Program Policies: https://support.google.com/adsense/answer/48182

If you receive an email stating "Your AdSense account has been suspended," take action based on the email content: If it's
a policy violation, make corrections + check the Policy Center. If it's invalid traffic, analyze the traffic sources + implement code to prevent invalid clicks, ensuring others cannot repeatedly click your ads.

🔍 How does Google detect invalid clicks?

  • Google analyzes the IP address, user behavior, and click patterns of those who click on ads.
  • If suspicious activity is detected, it is immediately filtered, and earnings are deducted.
  • Accumulated fake clicks lead to suspension, and severe cases may result in account termination.

Two main reasons for AdSense account suspension or termination

❗ What if you receive an "Account Suspended" email?

Google will notify you of the suspension reason via email, and you will no longer be able to display AdSense ads on any site registered to your AdSense account.

The main reasons for AdSense suspension are broadly two:

  1. Policy Violations
  2. Invalid traffic

Policy violations + Invalid traffic. First, let's examine the two main reasons for these display restrictions.

1️⃣ Policy Violations

When might this occur?

  • Adult/hate/violent/copyright-infringing content
  • When ad placement violates policies
  • Insertion of click-baiting phrases (e.g., "Please click the ad just once!")

3-Step AdSense Policy Violation Process

  1. Warning: Notification to make corrections (must be fixed immediately)
  2. Ad serving restrictions: Ads blocked if violations are severe
  3. Account suspension: Temporary suspension of entire account for repeated or severe violations

How to Respond to Policy Violations

  • Log in to AdSense: Check the reason in the Policy Center
  • site:내사이트주소.com: Use Google search to find the violating content
  • Modify using the Content Filtering Tool and official blog

Make corrections during the account suspension period If the policy violation is not corrected, the account may be permanently suspended.

2️⃣ Invalid Traffic

Google strictly protects advertisers and wants ads shown to real users. Fake clicks waste advertisers' money, so Google is extremely sensitive about this. In other words, for the sake of advertisers' interests, there's no leniency for invalid traffic.

  • Appeal? ❌ Not possible
  • If issues arise during suspension → Immediate permanent suspension
  • Earnings may be recovered for up to 60 days → Refunded to advertisers

Invalid traffic?

  • Non-human bot traffic
  • Self-clicking your own ads (Do not click, even by accident!)
    • If you accidentally click, you must submit an invalid click inquiry form to prevent this.
  • Asking friends or acquaintances to "click on my ads"
  • Fraudulent practices to inflate traffic (click farms, enticements, etc.)

If you suspect invalid traffic or accidentally click your own ads, submitting details about the invalid traffic via the AdSense Invalid Clicks Contact Form may prevent account suspension or ad serving restrictions.

You can access the invalid click inquiry form here to submit your request in advance.

Account suspension cases due to invalid traffic

TypeDescription
Self-clickingWhether accidental or intentional, never do this.
Clicks by friends/acquaintancesRepeated clicks will trigger pattern detection. Google isn't stupid
Bot traffic influxSudden surge in strange foreign traffic? Suspected automated spam
Click-bait phrasesPhrases like "Thanks for watching the ad" are also risky

Two main reasons for AdSense account termination

Below are the two main reasons, explained so even beginners can understand: invalid traffic and policy violations.

If your AdSense account is repeatedly suspended or there are blatant and severe violations, the account itself may be terminated.

If your account is terminated, earnings up to 60 days prior may be recovered. In cases of account termination, even if you file an appeal, you will generally receive a response stating recovery is impossible.

Once terminated, even if you sign up again, Google may identify you and terminate the account again. Therefore, you must thoroughly understand the list of reasons for account termination below and strive to secure long-term earnings with safe and beneficial content.

1️⃣ Invalid Traffic-Related Account Termination Reasons List

ItemDescription
Self-ad clicksIncludes websites, YouTube, apps → Absolutely prohibited. Even accidental clicks may result in termination.
Inducing clicks from acquaintances/usersAll phrases like "Please click the ad" or "Click to show support!" are strictly prohibited
Repeated clicks/impressionsIf a specific user or IP repeatedly clicks ads, it will be considered abnormal traffic
Automated bot trafficTraffic or ad clicks generated by bots, software, or spam programs
Incentivized clicksUsing sites that entice users with "Earn points by viewing ads" or "Make money by watching ads"
Ad targeting manipulationInserting large quantities of keywords unrelated to content to target high-paying ads
Inserting ad IFramesHiding or distorting the implementation of ad placement
Inducing support through adsIndirect expressions like "Please click ads to support site operation" are also prohibited
Deceptive ad placementPlacing ads in locations that can be confused with menu/download buttons (causing misunderstanding)
Inserting ads within software/appsPlacing ads in desktop toolbars, browser extensions, or external apps

2️⃣ List of termination reasons related to policy violations

ItemDescription
Adult/Inappropriate ContentViolations of family-friendly policies, such as pornography or inappropriate content involving minors
Inadequate Management of User-Generated ContentEven for user-uploaded content, the publisher bears management responsibility
Spam Content/Search ManipulationSearch engine spam, keyword stuffing, copy-paste content, etc.
Deceptive ad placementUsing exaggerated phrases or deceptive layouts to induce clicks
Copyright infringementIncludes unauthorized uploads of MP3s, videos, comics, and frame links
Posting illegal contentOperating sites related to counterfeit goods, promoting crime, selling fake academic papers, etc.

Calendar of key global conferences on AI & cloud

Schedule of Major Global AI & Cloud Conferences

Conference NameOrganizerKey TopicsTarget AudienceDateFeatures
Google Cloud NextGoogleCloud, AI, Data, WorkspaceDevelopers, IT Leaders, EnterprisesApril–May annuallyAnnouncements of AI-based services and GCP strategies
Microsoft IgniteMicrosoftAzure, Copilot, Security, Enterprise AIEnterprise, AdministratorsOctober–November annuallyAcross the entire MS ecosystem + Hands-on focus
NVIDIA GTCNVIDIAAI, DL, LLM, GPU, RoboticsResearchers, Developers, AI StartupsEvery year in March or AprilCenter for Generative AI & GPU Innovation
AWS SummitAmazonCloud Infrastructure, DevOps, AI AdoptionDevelopers, Startups, Enterprise ITRegional Tour, Seoul in MayHands-on workshops, industry-specific use cases
OpenAI Dev DayOpenAIGPT, API, Prompts, AgentsPrompt Engineer, StartupEvery NovemberFocus on GPT announcements, feature introductions, and demos
Hugging Face 🤗 ConferenceHugging FaceOpen-source LLM, TransformersResearchers, Open-Source DevelopersIrregular (London 2023)Focus on open models and collaborative ecosystems
ICLR / NeurIPS / ACLAcademiaAI Papers, Research Results PresentationResearchers, AI academiaApril–December (varies by conference)Paper-centric. Cutting-edge technology introductions
TechCrunch DisruptTechCrunchStartups, AI, Investment TrendsFounders, VCs, innovative companiesEvery September–OctoberAI Startup Presentations and Investor Networking
SlushSlush (Finland)AI Startups, Business InnovationStartups, Tech CompaniesEvery year in November-DecemberEurope's innovation hub outside Silicon Valley
RE•WORK AI SummitRE•WORKIndustrial AI applications, Ethics, LLMAI practitioners, companies2-3 times per year (including Seoul)Application-focused + Includes ethics and Responsible AI topics

Why AWS Summit is a Must-Attend for Beginner Developers

  • 1. See technologies you've only heard about "actually" in action
    • Experience GPT, serverless, Lambda, EC2, and other technologies you've only read about through live demos.
    • You'll intuitively grasp, "Oh, so that's how it works!"
  • 2. Hearing real-world implementation stories is eye-opening
    • See exactly how large corporations, startups, and solo developers build and operate their MVPs.
    • "I can do that too!" → Immediately applicable to your own service.
  • 3. It's a great atmosphere for asking questions
    • Engineers are stationed at every booth, and there's Q&A after each session.
    • If you say you're a beginner, they explain things even more kindly. No need to feel embarrassed at all.
  • 4. A place that welcomes non-developers too
    • With a wide range of fields—DevOps, AI, security, server operations, and data—
    • so there's plenty of valuable content for "planners/operators/founders" too.

👨‍💻 Top 5 Recommended AWS Summit Sessions for Development Beginners

Time (KST)Session TitleDescription
11:10 – 12:10Zero to Hero: Build
AI/ML on Amazon ECS with Just a Few Clicks
Learn how even those with limited development experience can easily build AI/ML workloads.
1:00 PM – 2:00 PMDeploy and
Develop LLMs with Amazon SageMaker: Simple Setup, Fast Responses!
A hands-on session focused on quickly deploying and operating large language models (LLMs).
2:10 PM – 3:10 PMAmazon Q Developer: An AI Assistant That Gives Developers Back Their TimeLearn how to automate repetitive development tasks to boost productivity.
15:20 – 16:20Data Practitioner's Guide for Generative AIExplains how to prepare and manage data required for AI model training.
4:30 PM – 5:30 PMAWS Insights on Stabilizing Distributed SystemsIntroduces strategies for ensuring the stability and scalability of distributed systems.

🧑‍💼 Top 5 Recommended AWS Summit Sessions for Service Operators

Time (KST)Session TitleDescription
11:10 AM – 12:10 PMBuilding Generative AI-Powered SaaS Services with Amazon BedrockExplore how to innovate by integrating generative AI into SaaS services.
1:00 PM – 2:00 PMThe Fast Track to Becoming a Cloud Expert: Smart Operations with Amazon Q DeveloperIntroduces tools and strategies to enhance cloud operational efficiency.
2:10 PM – 3:10 PMData Foundation in the Generative AI Era: From Data to Intelligence, the Game-Changer Driving InnovationExplore data-driven decision-making and AI integration strategies.
15:20 – 16:20Customer Service Innovation with Amazon Connect and Generative AIShares case studies on enhancing customer experiences by applying AI to customer service.
16:30 – 17:30How Security Teams Can Shine: Turning Threats into Opportunities with Generative AI!Explore how leveraging AI in security operations strengthens threat response.

How to Register for AWS Summit

You cannot enter the venue without registering for AWS Summit. Since AWS Summit is a "major conference in the IT industry," advance registration is mandatory.
Registration is free, and simply registering in advance grants you access to the venue badge, souvenir booths, and tours.

Note: You must register within the application period. (I tried to register on the day itself and couldn't do it myself.)

  1. Access the official site and apply
  2. Click the "Register Now" button
    • It's free.
    • You can register with just an email address, even without an AWS account.
    • Complete the application by filling in the form with your name, email, company, job title, use case, etc.
  3. 3. After registration is complete, check the email you used to apply
    • You will receive a QR code and registration number.
    • The QR code is your admission ticket. Entry is not permitted without it.

You cannot apply for AWS Summit after the application period ends. If you missed the application, you can only participate in the sessions via live streaming.

What if you missed the AWS Summit application?

If you missed the AWS Summit registration period, consider applying for the live stream online.

For those unable to attend due to distance, those
who missed pre-registration but don't want to miss out
,
beginners wanting to focus and watch at their own pace,
or service operators wanting to grasp the latest tech trends

can apply for online live streaming to watch the lectures held at AWS Summit.

AWS Summit 신청 방법

How to Apply for Online Live Streaming

  1. Access the AWS Summit Seoul official page: https://aws.amazon.com/ko/events/summits/seoul/
  2. Click the "Register for Online Participation" or "Live Streaming" button
  3. Enter your email/name and complete registration
    • Access live on the day of each session!
    • Some sessions also offer **VOD (Video on Demand)** for later viewing.

Finally,

  • You can ask questions via live chat.
  • Repeat learning via VOD (note-taking recommended)
  • Provides the latest AWS services & real-world application cases exactly as they are.

🔐 The hole behind the convenience: Claude MCP + Cursor security risksUnderstanding and using it

A single security setting could compromise your entire MVP

These days, you can whip up an MVP in no time just by integrating a couple of AI tools like Claude or Cursor. GPT polishes your language, Claude gives emotionally resonant answers to questions, and Cursor IDE turns your thoughts into code.

Even a 20-year veteran developer says, "Wow, the world has really improved." Seeing me, a non-developer, whip up an MVP server, it must feel unfair from the perspective of someone who developed in C. Yet, we often don't know where the conversations or code exchanged with AI are stored or where they're transmitted.

Claude stores logs for 30 days by default, and Cursor can send your entire repository information externally with its default settings. Yet most people feel reassured by this convenience and remain indifferent to security settings.

But most security incidents aren't caused by hacking—they're "problems arising from not setting things up."

1. Observe: Actual leaks stem more from 'configuration errors' than technical flaws

Claude and Cursor are extremely useful for AI-powered workflow automation, but using them with default settings carries a constant risk of information leakage.

✅ Core Issue

  • The Claude API stores prompt and response data for 30 days by default
  • Cursor IDE sends work logs and code snippets to external servers when Privacy Mode is OFF
  • Users often input sensitive data without realizing this

    📌 Leak Scenarios Scenario 1

    If a request containing the API Key is sent to Claude → It is stored verbatim in the logs

    ✅ Situation

    Situation where a user directly asks Claude about API usage:

    이 API 키로 사용자 리스트 가져오려면 어떻게 해야 해?  
    API Key: sk-test-51a23abc456defg789

    ⚙ How it works

    • The Claude API (MCP) stores prompts and response logs for 30 days by default.
    • Without a separate contract (Enterprise plan) or configuration, these are stored on the server.
    • Within the Claude system, Anthropic's internal operations team has access to these logs (unless on an Enterprise plan).

    🧨 Path of Occurrence

    1. API Key included in the prompt → Transmitted to Claude
    2. Claude API servers automatically log this content
    3. Logs are retained for 30 days and can be accessed for internal auditing or debugging
    4. May be exposed during internal audits or error debugging without external compromise

    📊 Risk Assessment

    ItemRisk Level
    Scope of Exposure1 API Key → Potential access to entire server
    Potential for internal exposureAccessible to Anthropic internal operations team
    External Exposure PotentialLow (No direct hacking, but weak security)
    Risk of human errorHigh (Developers, planners, and marketers all habitually ask GPT)

    📌 Leak Scenario 2

    Cursor with Privacy Mode OFF → Entire code automatically uploaded

    ✅ Situation

    • Writing Claude integration prompts
    • .env, config.json, api_keys.py Indexing repositories containing Claude integration prompts

    ⚙ How It Works

    • When Privacy Mode is OFF, work history is sent to external servers like Cursor logs + Fireworks
    • When indexing repositories, the entire structure is uploaded externally in chunks
    • Without filtering .env, potentially including sensitive files

    🧨 Occurrence Path

    1. Indexing a repository containing sensitive files
    2. Cursor automatically analyzes and saves
    3. Some code structure and configuration values are transmitted to third-party servers
    4. Stored for up to 30 days or more depending on external server log retention period

    📊 Risk Assessment

    ItemRisk Level
    Scope of LeakageEntire project structure + sensitive configuration values
    Potential Internal ExposureAccessible by Cursor team or connected external platforms
    External Exposure RiskPossible during man-in-the-middle attacks or API integration issues
    Likelihood of ErrorVery high (Initial state is ON by default with insufficient notifications)

    2. Connecting: The Triple Risk Created by Claude + Cursor + User Habits

    Actual information leaks do not stem from a single tool issue, but occur when the Claude API + Cursor IDE + user behavior intersect.

    Simultaneous exposure of these three components creates unexpected security vulnerabilities.


    Component
    Key Risk
    Claude MCP– Default 30-day log retention
    – Dangerous commands possible upon tool registration
    – Transmission records not removed if settings are inadequate
    Cursor IDE– Logs stored and externally transmitted
    when Privacy Mode is OFF – Risk of including sensitive files when indexing entire repositories
    User Habits
    Sharing prompt screens during meetings- API key exposure via captured
    images- Sharing sensitive code snippets on Slack/Notion

    🎯 Key Insight

    Tool security → IDE settings → Human habits: When all three become lax simultaneously, actual security incidents quietly occur.

    3. Discovering the Principle: The Most Common Mistakes

    Actual leaks mostly stem from "habits"

    Bad HabitsPotential Risks
    Directly entering API keys into ClaudeServer Access Privilege Leak
    Cursor Privacy Mode OFFTransmission of Entire Project Logs
    Uploading to GitHub .env UploadService fully exposed
    Enter actual URL/path in promptService structure leakage to competitors

    4. Practicing Security Safety: Claude MCP + Cursor Security Checklist

    Claude API

    • Request Zero-Retention setting on Enterprise plan
    • Do not call the API directly from the frontend; only call it from the backend
    • Do not directly input API keys, URLs, or product names in prompts → <<KEY>>, <<URL>> Use

    MCP Tool

    • Mandatory JSON schema implementation during registration
    • Execute results in Sandbox first
    • Set tool permissions with separate read/write access

    Cursor IDE

    • Privacy Mode must be enabled
    • Indexing is only permitted up to the README level
    • .cursorignoreIncludes the following:
    .env  
    credentials.json  
    secret.py

    Organization security policy

    • Core documents encrypted and stored using Git-crypt or Age
    • External collaborators must sign NDAs + minimize access permissions
    • Quarterly Red Team security assessments conducted

    Creating content that moves people: Claude + ChatGPT 5-step content creation flow

    🤔 The Dilemma Facing Content Creators

    If you're someone who creates content with sincerity, you constantly face this dilemma.

    • "Is my content, is my message, truly getting across?"
    • "This content has an emotional message, but is it logically sound?"
    • "Can I provide deep insights while maintaining my brand's tone and style?"
    • "Can I leave a lasting impression while also providing practical value?"

    This is where the distinct strengths of AI shine.

    ❓Why use two AI tools instead of just one?

    Claude functions like an editor capable of deep reasoning, while ChatGPT acts as a creative brand editor and content manager.

    Good content isn't just about being pretty or getting lots of exposure; it must have the power to resonate with people, convey value, and make them come back.
    That's why we need to simultaneously satisfy the two criteria essential for content creation: 'depth' and 'consistency'.

    • Good Content = Value + Delivery + Call to Action
    • Good AI Combination = Insight + Branding + Scalability

    Just as good content is a combination of "value + delivery + call to action," good AI utilization can be seen as a combination of "insight + branding + scalability."

    This article provides specific guidance on how to strategically combine Claude and ChatGPT aligned with the 5-step content creation flow (Intent-Value-Delivery-Afterglow-Brand).

    Claude + ChatGPT Combination Strategy for Emotion-Driven Creators

    🎯 Step 1: Design Content Intent → Prioritize Claude

    Why start with Claude?
    Content creation always begins with "Why are we creating this?" It requires more than just conveying information; it demands a process that pinpoints the essence of the message you wish to deliver. Claude excels at philosophical thinking and understanding emotional currents, making it an ideal tool for this 'intent design' stage.

    Two example prompts for use:

    “콘텐츠 기획자로서 ‘○○’ 주제로 콘텐츠를 만들려 합니다.
    이 주제를 통해 독자에게 전달할 수 있는 진짜 감정적 메시지는 무엇일까요?
    그리고 이 콘텐츠가 닿아야 할 독자의 감정 상태는 어떤 모습일까요?”
    "감정 기반 콘텐츠 창작자로서, '○○ 주제'로 콘텐츠를 만들려고 합니다. 
    이 주제에서 사람들이 진짜 필요로 하는 감정적 가치는 무엇일까요? 
    그리고 어떤 감정 상태의 사람에게 어떤 울림을 줄 수 있을지 깊이 분석해주세요."

    Claude's role: Uncovering the core intent of content viewers, analyzing emotional needs, and providing a philosophical approach


    🎨 Step 2: Materialize Content Value → Link from Claude to ChatGPT

    2-1) Explore the depth of content value with Claude

    Now it's time to concretize the value of the content to be delivered. Claude excels at organizing the diverse emotion-based values content can provide, such as informational, empathetic, and inspirational value.

    "앞서 분석한 감정적 니즈와 흐름 바탕으로, 
    이 콘텐츠가 제공할 수 있는 구체적인 가치를 
    정보성, 공감성, 영감성 관점에서 체계화해주세요."

    2-2) Branding the Content Value with ChatGPT

    ChatGPT excels at transforming the emotional value derived by Claude into your brand's style. It's exceptional at tailoring sentence structure, tone, and delivery methods to fit your brand.

    Example prompt for utilization:

    "Claude가 도출한 가치 메시지를
    내가 운영 중인 브랜드의 어조(예: 따뜻하고 솔직한 Z세대 스타일)로 바꿔서,
    한 줄 문장 또는 콘텐츠 리드문으로 정리해주세요."

    Key Combination Points:

    • Claude = Content Philosophy and Deep Design Specialist
    • ChatGPT = Brand Tone and Structuring Expert

    After designing content philosophy and depth with Claude, use ChatGPT to structure your brand's unique language to maintain consistency.

    Claude poses the essential questions about content, explores the layers of human emotion and thought, and infuses the content with the philosophy of 'why it must be created'. On top
    of that, ChatGPT refines and structures the brand's language and emotional tone to ensure that philosophy remains intact.

    In other words,

    After designing the content's philosophy and emotional depth with Claude,
    ChatGPT applies the brand's tone and sentence style to complete a
    'consistent emotional flow' and 'brand language'.

    Though these two AIs have distinct personalities, they form the most ideal partnership for creators in terms of "depth and consistency," "philosophy and emotion," and "design and delivery."


    ✍️ Step 3: Designing Content Delivery → ChatGPT-Centric

    Why ChatGPT? Delivery power in content isn't about 'how well you speak,' but 'how effectively you make it felt.'
    It also requires maintaining the consistency of brand language and emotional tone.

    ChatGPT excels at maintaining content delivery power. It is strong at remembering a brand's voice, language style, and emotional tone, and structuring the 'emotional flow' to match the reader's rhythm.

    Example prompt for utilization:

    "[브랜드] 의 콘텐츠 창작에 철학을 기억해줘:
    - 조회수가 아닌 한 사람의 변화에 집중
    - 정보가 아닌 감정 경험 설계
    - 물 한 잔 같은 진심 담긴 콘텐츠
    
    우리 브랜드만의 철학을 기반으로 ~ 에 관련한 ○○ 주제의 콘텐츠를 
    구조, 비유, 디자인 관점에서 설계해줘."

    🎨 Elements ChatGPT excels at for designing delivery

    ElementDescriptionExamples of ChatGPT Application Methods
    StructureCreate a flow that's easy to grasp at a glance. Consider the rhythm of scrolling.Automatically generates an introduction–main body–conclusion structure
    Metaphors/ExamplesConnect emotions to concepts. Foster intuitive understandingCreate emotion-centered metaphors like "Content is an umbrella of emotion"
    Emotional FlowConnect emotion in the opening sentence → Maintain rhythm in the middle → Leave a lingering resonance at the endDesigned to leave an emotional ripple in the reader's mind without a CTA

    📢 ChatGPT isn't about structuring; it's a tool that 'organizes the path' of emotion.
    It helps build both the skeleton and flesh of content so readers are 'logically
    understood' while being 'emotionally persuaded'.

    🌊 Step 4: Design emotional resonance → Reuse Claude

    Why use Claude again?

    What lingers after content ends matters more than the moment it's read. People forget information quickly, but emotions stay longer. Content that leaves a deep resonance requires insight and a philosophical conclusion.

    Claude excels at balancing logic and emotion, skillfully organizing a piece's 'philosophical resolution' and 'emotional resonance,' making it powerful for strong conclusions.

    Example prompt for utilization:

    "설계한 콘텐츠 구조를 바탕으로, 
    독자가 마지막에 느낄 수 있는 감정적 여운을 설계해줘,
    위로, 용기, 통찰, 연결감 중 어떤 감정이 가장 적절할지, 
    그리고 그 감정을 어떻게 글의 마지막에 남길지 구체적으로 제안해줘.
    
    아래 내용 : [ChatGPT에서 설계한 콘텐츠 구조 전달] "

    🎯 Key points for designing emotional resonance that Claude excels at

    Aftertaste TypePurposeExample Sentences Using Claude
    🕊 Comfort"I'm not the only one who feels this way.""You made it safely here today. That alone is enough."
    ✨ Courage"Maybe I should give it a try?"“Right now, your single step changes tomorrow.”
    🔍 Insight"It makes you think"“Understanding your emotions can help you see life a little differently.”
    🤝 Connection"This person understands me""You, reading this, are actually the person I kept thinking about."

    Claude functions like a 'thought process that organizes emotional resonance into sentences.'
    Like a small note quietly placed in the reader's heart, that single sentence transforms the content from mere information into an 'experience.'

    That sincere conclusion creates resonance, and that resonance lingers in people's emotions, becoming a memory.

    Claude adds depth to the final line of content, designs philosophical resonance and emotional aftertaste, and conveys the message by pressing 'sincerity' firmly into the last sentence of the text.

    When genuine emotion must be tightly packed into a sentence, Claude's quiet power of contemplation shines brightest.


    🤝 Step 5: Brand Connection → Serialization with ChatGPT

    Why ChatGPT?

    Content doesn't end with a single piece. Genuine content becomes a 'series,' creating a flow where the brand grows.
    It is precisely at this point that ChatGPT's memory functionan AI that remembers and connects the context of the user's philosophy and emotional outcomes—truly shines.

    ChatGPT remembers previous conversations, philosophies, and language styles, continuing the brand's tone, emotional arc, and creative flow. At a time when 'connected
    content' is needed, not just one-offs, ChatGPT operates not merely as a writing assistant, but as a content production manager and series director.

    Example prompt for utilization:

    “이번 콘텐츠가 내 감정 기반 브랜드에 어떤 의미와 감정적 메시지를 더했는지 분석해줘.
    그리고 이 흐름을 기반으로 확장 가능한 다음 콘텐츠 아이디어 3가지를 제안해줘.
    마지막으로, 전체가 하나의 시리즈처럼 연결되도록 장기 콘텐츠 전략 흐름도 함께 구성해줘.”

    This prompt asks ChatGPT to perform the following roles:


    • Interpret brand messages → Summarize what emotions, philosophies, and flows this content adds to the brand identity
    • Series content expansion
      → Maintain the same emotional thread, language tone, and brand philosophy while proposing 3 follow-up content ideas
    • Long-term strategy design
      → Design the content flow from a brand perspective, including series structure, season planning, and reader journey

    Summary of ChatGPT's practical role:

    FunctionDescription
    📅 Long-term content series designSeasonal planning, emotion-based formats, designing the reader's emotional journey
    🔁 Brand ArchivingMaintaining consistent flow by preserving the emotional codes, writing style, and philosophy of past content
    🔗 Series ExpansionMaintaining thematic emotional connections, ensuring consistency in emotional arcs and messaging across series

    This stage isn't just about completing a single piece of content. It's a
    journey of designing the brand's narrative and steadily building emotional trust with readers.

    ChatGPT remembers the creator's emotions and philosophy, then layers the brand's language and structure over those emotions, connecting individual stories into a series and series into a brand.

    In essence, ChatGPT is a reliable 'series director and emotional architect' that simultaneously designs the brand's identity and the flow of its emotions.