<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Chatgpt on ICE-ICE-BEAR-BLOG</title><link>https://ice-ice-bear.github.io/tags/chatgpt/</link><description>Recent content in Chatgpt on ICE-ICE-BEAR-BLOG</description><generator>Hugo -- gohugo.io</generator><language>en</language><lastBuildDate>Wed, 22 Apr 2026 00:00:00 +0900</lastBuildDate><atom:link href="https://ice-ice-bear.github.io/tags/chatgpt/index.xml" rel="self" type="application/rss+xml"/><item><title>Can You Really Sell ChatGPT-Made Emojis on KakaoTalk? A Three-Step Workflow That Actually Passes Review</title><link>https://ice-ice-bear.github.io/posts/2026-04-22-chatgpt-kakao-emoji-viability/</link><pubDate>Wed, 22 Apr 2026 00:00:00 +0900</pubDate><guid>https://ice-ice-bear.github.io/posts/2026-04-22-chatgpt-kakao-emoji-viability/</guid><description>&lt;img src="https://ice-ice-bear.github.io/" alt="Featured image of post Can You Really Sell ChatGPT-Made Emojis on KakaoTalk? A Three-Step Workflow That Actually Passes Review" /&gt;&lt;h2 id="overview"&gt;Overview
&lt;/h2&gt;&lt;p&gt;The &lt;a class="link" href="https://www.youtube.com/watch?v=syJ0TPmJxJI" target="_blank" rel="noopener"
 &gt;YouTube video &amp;ldquo;ChatGPT로 만든 이모티콘, 진짜 카톡에 판매 가능할까?🤔&amp;rdquo;&lt;/a&gt; walks through something most AI-emoji threads gloss over: &lt;strong&gt;KakaoTalk has restricted emoji submissions that use AI-generated images directly since September 2023.&lt;/strong&gt; Yet creators continue to ship AI-assisted emojis successfully. The reason is a specific workflow that uses AI for ideation and a manual editing step for the actual image — and that distinction is officially recognized as creative enough to pass review.&lt;/p&gt;
&lt;pre class="mermaid" style="visibility:hidden"&gt;graph TD
 Idea["Creator idea"] --&gt; GPT["Step 1: ChatGPT&lt;br/&gt;character personality&lt;br/&gt;dialogue, scenarios"]
 GPT --&gt; Img["Step 2: Midjourney / DALL-E&lt;br/&gt;image drafts&lt;br/&gt;(multiple emotions)"]
 Img --&gt; Edit["Step 3: Photoshop / Clip Studio&lt;br/&gt;manual editing&lt;br/&gt;(creativity marker)"]
 Edit --&gt; Submit["KakaoTalk Studio submission"]
 Submit --&gt; Review{"Review"}
 Review --&gt;|pass| Store["Emoji Store&lt;br/&gt;~₩1,000 / set to creator"]
 Review --&gt;|fail| Reject["Rejection&lt;br/&gt;raw AI image detected"]&lt;/pre&gt;&lt;h2 id="why-this-matters"&gt;Why This Matters
&lt;/h2&gt;&lt;p&gt;Direct AI-to-emoji pipelines are intuitive. The AI writes dialogue, the AI draws the character, the creator uploads. The official KakaoTalk policy, as quoted by the Emoji Studio in the video: &lt;em&gt;&amp;ldquo;We are restricting entry for emojis using AI-generated content, after reviewing copyright and creativity questions about the images.&amp;rdquo;&lt;/em&gt; (카카오 이모티콘 스튜디오 공식 입장)&lt;/p&gt;
&lt;p&gt;Two caveats make this workable:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Review is private.&lt;/strong&gt; KakaoTalk declined to describe how they detect AI-generated content. &lt;em&gt;&amp;ldquo;We do not publicly disclose the review procedure.&amp;rdquo;&lt;/em&gt; (이모티콘 심사 절차 관련해서는 외부에 공개하지 않고 있다.)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;AI-as-tool is accepted.&lt;/strong&gt; Creators using AI for concept + manual editing for delivery are passing. The line is &lt;em&gt;creativity demonstrable in the final artifact.&lt;/em&gt;&lt;/li&gt;
&lt;/ol&gt;
&lt;h2 id="the-three-step-workflow"&gt;The Three-Step Workflow
&lt;/h2&gt;&lt;h3 id="step-1-chatgpt-for-concept"&gt;Step 1: ChatGPT for Concept
&lt;/h3&gt;&lt;p&gt;ChatGPT isn&amp;rsquo;t drawing; it&amp;rsquo;s scripting. The video&amp;rsquo;s example prompt:&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&amp;ldquo;말을 하는 귀여운 햄스터 캐릭터가 혼잣말처럼 말하는 열 가지 짧은 문장을 만들어 줘.&amp;rdquo;
&lt;em&gt;&amp;ldquo;Make 10 short monologue-style lines for a cute talking hamster character.&amp;rdquo;&lt;/em&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;The model returns lines like:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&amp;ldquo;애구 또 간식 숨겨 놨는데 어디더라?&amp;rdquo;&lt;/li&gt;
&lt;li&gt;&amp;ldquo;햇살 좋다. 나 오늘 아무것도 안 할 거야.&amp;rdquo;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;These read as natural emoji dialogue. The more detail you front-load — character personality, world context, speech pattern — the better the lines scale. ChatGPT is doing what it&amp;rsquo;s best at: producing narrative voice.&lt;/p&gt;
&lt;h3 id="step-2-image-model-for-draft"&gt;Step 2: Image Model for Draft
&lt;/h3&gt;&lt;p&gt;With the concept locked, Midjourney / DALL-E / Bing Image Creator produce the draft images. The prompt pattern:&lt;/p&gt;

 &lt;blockquote&gt;
 &lt;p&gt;&lt;em&gt;&amp;ldquo;A cute chubby brown hamster with an angry face, arms crossed, LINE emoji style.&amp;rdquo;&lt;/em&gt;&lt;/p&gt;

 &lt;/blockquote&gt;
&lt;p&gt;&lt;strong&gt;Tip from the video:&lt;/strong&gt; don&amp;rsquo;t produce one image. Plan a 24-emotion set first, then batch-prompt — angry, sad, happy, surprised, sleepy, hungry, curious, excited, bored, embarrassed, etc. Emoji sets sell on &lt;em&gt;emotional range&lt;/em&gt;, not on individual image quality.&lt;/p&gt;
&lt;h3 id="step-3-manual-editing-the-creativity-step"&gt;Step 3: Manual Editing (The Creativity Step)
&lt;/h3&gt;&lt;p&gt;This is the step that matters for review. The video&amp;rsquo;s direct advice: &lt;strong&gt;&amp;ldquo;AI가 생성한 이미지 그대로는 쓸 수 없습니다.&amp;rdquo;&lt;/strong&gt; AI-generated images cannot be used as-is.&lt;/p&gt;
&lt;p&gt;The editing that establishes creativity:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Redraw or trace in Clip Studio Paint / Photoshop.&lt;/strong&gt; A hand-redrawn version of an AI reference is clearly creator work.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Harmonize style across 24 images.&lt;/strong&gt; AI outputs drift between images — unifying them into a visually consistent set is substantive creative work.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Adjust outlines, colors, proportions.&lt;/strong&gt; Match them to KakaoTalk&amp;rsquo;s visibility guidelines (thick outlines, clear shapes at small sizes).&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;After editing, the submission goes through KakaoTalk Emoji Studio&amp;rsquo;s standard review.&lt;/p&gt;
&lt;h2 id="the-revenue-math"&gt;The Revenue Math
&lt;/h2&gt;&lt;p&gt;KakaoTalk&amp;rsquo;s revenue structure:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Sale price:&lt;/strong&gt; ₩2,500 per paid emoji set.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Creator share:&lt;/strong&gt; roughly 35–40%. Call it ₩1,000 per set sold.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;1,000 sets sold = ~₩1M in creator revenue.&lt;/strong&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The video notes that &lt;strong&gt;hobby creators frequently earn ~₩50,000/mo&lt;/strong&gt; as supplemental income. The upside scales non-linearly — a hit set with SNS exposure hits the store&amp;rsquo;s popularity ranking, which feeds more sales, which pushes the ranking higher. The distribution is a long tail with real prizes for the top 1%.&lt;/p&gt;
&lt;h2 id="what-review-actually-catches"&gt;What Review Actually Catches
&lt;/h2&gt;&lt;p&gt;The video lists KakaoTalk&amp;rsquo;s review axes:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;World coherence&lt;/strong&gt; (세상도 체크) — does the emoji fit a recognizable character world?&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Speech bubble position and opacity&lt;/strong&gt; — technical compliance.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Text expression&lt;/strong&gt; — is the dialogue natural?&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Copyright&lt;/strong&gt; — the big one. AI-generated images without creator modification fall here.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Rejection rates for &amp;ldquo;obvious AI output&amp;rdquo; have risen since 2023-09. The creators passing are, empirically, the ones putting the editing step in.&lt;/p&gt;
&lt;h2 id="the-policy-drift"&gt;The Policy Drift
&lt;/h2&gt;&lt;p&gt;A specific detail from the video worth flagging: &lt;strong&gt;&amp;ldquo;from the second half of 2024, review criteria will include planning-centered standards regardless of AI use.&amp;rdquo;&lt;/strong&gt; If a set has a clear concept, a character with a story, and expresses emotion well, it&amp;rsquo;s more likely to pass even if AI was part of the workflow. The trajectory is from &lt;em&gt;&amp;ldquo;AI is a disqualifier&amp;rdquo;&lt;/em&gt; toward &lt;em&gt;&amp;ldquo;AI is neutral; creativity is the bar.&amp;rdquo;&lt;/em&gt;&lt;/p&gt;
&lt;h2 id="insights"&gt;Insights
&lt;/h2&gt;&lt;p&gt;The KakaoTalk situation is a concrete case of the broader AI-content policy evolution: &lt;strong&gt;platforms that banned AI outputs in 2023 are moving toward &amp;ldquo;AI-as-tool is fine; undisguised AI output is not.&amp;rdquo;&lt;/strong&gt; For a creator using ChatGPT + a drawing tool, the workflow is survivable and even profitable — but the manual editing step is not optional. It&amp;rsquo;s the step that converts an AI draft into a legally and reviewably creator-owned work. The parallel for the emoji-generation tool space (PopCon, Amoji) is that &lt;strong&gt;reaching KakaoTalk at scale requires the output to be more than a direct AI render&lt;/strong&gt; — either by adding a meaningful edit pass in-product or by positioning as an ideation tool rather than a finished-emoji tool. LINE, for now, is the friendlier first market; KakaoTalk follows once the post-processing story is mature.&lt;/p&gt;</description></item></channel></rss>