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    <title>DEV Community: BuildToon</title>
    <description>The latest articles on DEV Community by BuildToon (@buildtoon).</description>
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      <title>I thought AI webtoons would be an image problem. I was wrong.</title>
      <dc:creator>BuildToon</dc:creator>
      <pubDate>Mon, 18 May 2026 17:59:20 +0000</pubDate>
      <link>https://dev.to/buildtoon/i-thought-ai-webtoons-would-be-an-image-problem-i-was-wrong-5if</link>
      <guid>https://dev.to/buildtoon/i-thought-ai-webtoons-would-be-an-image-problem-i-was-wrong-5if</guid>
      <description>&lt;p&gt;A few months ago I started experimenting with a strange idea:&lt;/p&gt;

&lt;p&gt;What if AI could generate an actual readable webtoon episode instead of just random anime images?&lt;/p&gt;

&lt;p&gt;Not just “AI art.”&lt;/p&gt;

&lt;p&gt;An actual vertical story people would want to scroll through.&lt;/p&gt;

&lt;p&gt;At first, I assumed this would mostly be an image generation problem.&lt;/p&gt;

&lt;p&gt;I thought the hard parts would be:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;generating attractive anime-style characters&lt;/li&gt;
&lt;li&gt;making panels visually polished&lt;/li&gt;
&lt;li&gt;creating cinematic backgrounds&lt;/li&gt;
&lt;li&gt;improving image consistency&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;But after building prototype after prototype, I realized something unexpected:&lt;/p&gt;

&lt;h2&gt;
  
  
  The hardest part of AI webtoons has almost nothing to do with image quality.
&lt;/h2&gt;

&lt;p&gt;It’s storytelling.&lt;/p&gt;

&lt;p&gt;More specifically:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;pacing&lt;/li&gt;
&lt;li&gt;sequencing&lt;/li&gt;
&lt;li&gt;emotional continuity&lt;/li&gt;
&lt;li&gt;panel transitions&lt;/li&gt;
&lt;li&gt;dialogue flow&lt;/li&gt;
&lt;li&gt;scroll rhythm&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Modern AI models are already very good at generating single images.&lt;/p&gt;

&lt;p&gt;You can prompt:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;“A fantasy heroine standing in the rain at night”&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;…and instantly get something visually impressive.&lt;/p&gt;

&lt;p&gt;But webtoons are fundamentally different from standalone AI images.&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;A webtoon is not one image.&lt;/p&gt;

&lt;p&gt;It’s rhythm.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Faw1mqiy4wgjekp7ozk0g.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Faw1mqiy4wgjekp7ozk0g.png" alt=" " width="800" height="534"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;That was the biggest thing I underestimated before building BuildToon.&lt;/p&gt;

&lt;h2&gt;
  
  
  Vertical storytelling changes everything
&lt;/h2&gt;

&lt;p&gt;Traditional comics and webtoons are consumed completely differently.&lt;/p&gt;

&lt;p&gt;In a comic page, the reader sees multiple panels simultaneously.&lt;/p&gt;

&lt;p&gt;In a webtoon, the pacing is controlled by scrolling.&lt;/p&gt;

&lt;p&gt;That changes:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;suspense&lt;/li&gt;
&lt;li&gt;reveals&lt;/li&gt;
&lt;li&gt;pauses&lt;/li&gt;
&lt;li&gt;emotional timing&lt;/li&gt;
&lt;li&gt;conversations&lt;/li&gt;
&lt;li&gt;scene transitions&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;A technically beautiful panel can completely fail if the transition to the next panel feels awkward.&lt;/p&gt;

&lt;p&gt;And surprisingly, users noticed this immediately.&lt;/p&gt;

&lt;p&gt;I started seeing that people cared much more about:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;emotional pacing&lt;/li&gt;
&lt;li&gt;readable dialogue&lt;/li&gt;
&lt;li&gt;story flow&lt;/li&gt;
&lt;li&gt;continuity&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;…than “perfect” image quality.&lt;/p&gt;

&lt;p&gt;That honestly surprised me.&lt;/p&gt;

&lt;h2&gt;
  
  
  Short prompts worked better than giant prompts
&lt;/h2&gt;

&lt;p&gt;Another unexpected discovery:&lt;/p&gt;

&lt;p&gt;Huge lore dumps often produced worse results.&lt;/p&gt;

&lt;p&gt;When users pasted giant 5,000-word fantasy documents, episodes became less coherent.&lt;/p&gt;

&lt;p&gt;But simpler prompts like:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;“Two former childhood friends reunite during a rainy midnight train ride after years apart.”&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;…often created much stronger webtoon episodes.&lt;/p&gt;

&lt;p&gt;The AI handled emotional direction much better when the core concept itself was emotionally focused.&lt;/p&gt;

&lt;p&gt;That completely changed how I started thinking about AI storytelling and prompt design.&lt;/p&gt;

&lt;h2&gt;
  
  
  Character consistency is still incredibly hard
&lt;/h2&gt;

&lt;p&gt;Generating one anime image is easy now.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqoueidr00913gdpvgbri.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fqoueidr00913gdpvgbri.png" alt=" " width="800" height="533"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Generating:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;8 connected webtoon panels&lt;/li&gt;
&lt;li&gt;with the same characters&lt;/li&gt;
&lt;li&gt;stable clothing&lt;/li&gt;
&lt;li&gt;consistent faces&lt;/li&gt;
&lt;li&gt;readable composition&lt;/li&gt;
&lt;li&gt;believable emotional progression&lt;/li&gt;
&lt;li&gt;coherent scene flow&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;…is a completely different problem.&lt;/p&gt;

&lt;p&gt;Sometimes the AI produced:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;beautiful standalone panels&lt;/li&gt;
&lt;li&gt;but terrible storytelling&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Other times:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;mediocre art&lt;/li&gt;
&lt;li&gt;but surprisingly engaging pacing&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;And users consistently preferred the second one.&lt;/p&gt;

&lt;p&gt;That was probably the most important lesson so far:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;People forgive imperfect visuals much faster than they forgive broken storytelling.&lt;/p&gt;
&lt;/blockquote&gt;

&lt;h2&gt;
  
  
  The analytics changed how I think about the product
&lt;/h2&gt;

&lt;p&gt;I originally assumed users would:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;generate one episode&lt;/li&gt;
&lt;li&gt;export it&lt;/li&gt;
&lt;li&gt;leave forever&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;But one of the most clicked actions unexpectedly became:&lt;/p&gt;

&lt;blockquote&gt;
&lt;p&gt;“Continue story.”&lt;/p&gt;
&lt;/blockquote&gt;

&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6z2jmhv9j2wxry00fk1f.png" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6z2jmhv9j2wxry00fk1f.png" alt=" " width="800" height="533"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;That single interaction completely changed how I think about AI-native storytelling.&lt;/p&gt;

&lt;p&gt;It made me realize users are not just looking for AI-generated images.&lt;/p&gt;

&lt;p&gt;They want:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;recurring characters&lt;/li&gt;
&lt;li&gt;serialized stories&lt;/li&gt;
&lt;li&gt;evolving relationships&lt;/li&gt;
&lt;li&gt;emotional continuity&lt;/li&gt;
&lt;li&gt;persistent worlds&lt;/li&gt;
&lt;li&gt;story memory&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;In other words:&lt;/p&gt;

&lt;p&gt;They want the same things readers already love about traditional webtoons.&lt;/p&gt;

&lt;p&gt;The AI part alone is not enough.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What people actually care about is whether the story feels alive.&lt;/strong&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  SEO started working earlier than expected
&lt;/h2&gt;

&lt;p&gt;Another weird moment:&lt;/p&gt;

&lt;p&gt;Google started indexing pages around topics like:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;AI webtoon generator&lt;/li&gt;
&lt;li&gt;how to make a webtoon&lt;/li&gt;
&lt;li&gt;webtoon creator&lt;/li&gt;
&lt;li&gt;AI comic creator&lt;/li&gt;
&lt;li&gt;webtoon panel generator&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;…much earlier than I expected.&lt;/p&gt;

&lt;p&gt;That was surprising because internally the project still felt extremely early.&lt;/p&gt;

&lt;p&gt;Most traffic currently comes from countries where webtoons already have massive traction:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;South Korea&lt;/li&gt;
&lt;li&gt;Indonesia&lt;/li&gt;
&lt;li&gt;Thailand&lt;/li&gt;
&lt;li&gt;Singapore&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Which honestly makes perfect sense in hindsight.&lt;/p&gt;

&lt;h2&gt;
  
  
  I think AI storytelling is still massively unsolved
&lt;/h2&gt;

&lt;p&gt;AI image generation is already becoming commoditized.&lt;/p&gt;

&lt;p&gt;Generating beautiful images is no longer enough.&lt;/p&gt;

&lt;p&gt;But generating stories people emotionally care about?&lt;/p&gt;

&lt;p&gt;That still feels incredibly unsolved.&lt;/p&gt;

&lt;p&gt;Right now I’m experimenting with:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;story continuation&lt;/li&gt;
&lt;li&gt;recurring characters&lt;/li&gt;
&lt;li&gt;lightweight editing&lt;/li&gt;
&lt;li&gt;dialogue rewriting&lt;/li&gt;
&lt;li&gt;panel regeneration&lt;/li&gt;
&lt;li&gt;mobile reading flow&lt;/li&gt;
&lt;li&gt;TikTok-ready exports&lt;/li&gt;
&lt;li&gt;AI-assisted storytelling workflows&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;The overlap between:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;AI storytelling&lt;/li&gt;
&lt;li&gt;vertical media&lt;/li&gt;
&lt;li&gt;webtoons&lt;/li&gt;
&lt;li&gt;short-form content&lt;/li&gt;
&lt;li&gt;creator tools&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;…feels much bigger than I initially realized.&lt;/p&gt;

&lt;p&gt;Especially now that platforms like TikTok, Reels, and Shorts have trained people to consume narrative content vertically.&lt;/p&gt;

&lt;p&gt;In some strange way, webtoons were already optimized for the modern internet long before AI entered the picture.&lt;/p&gt;

&lt;p&gt;I’m still very early in this journey and still figuring out what this product ultimately becomes.&lt;/p&gt;

&lt;p&gt;But building an AI webtoon generator has easily been one of the most fascinating technical and creative problems I’ve worked on.&lt;/p&gt;

&lt;p&gt;Curious to see where AI-native storytelling goes over the next few years.&lt;/p&gt;

&lt;p&gt;Would genuinely love feedback from:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;webtoon readers&lt;/li&gt;
&lt;li&gt;comic artists&lt;/li&gt;
&lt;li&gt;indie hackers&lt;/li&gt;
&lt;li&gt;AI builders&lt;/li&gt;
&lt;li&gt;people experimenting with storytelling tools&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Still experimenting with all of this:&lt;br&gt;
&lt;a href="https://www.buildtoon.com" rel="noopener noreferrer"&gt;https://www.buildtoon.com&lt;/a&gt;&lt;/p&gt;

</description>
      <category>ai</category>
      <category>webdev</category>
      <category>machinelearning</category>
      <category>buildinpublic</category>
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