a few years building AI content tooling taught me content distribution is way harder than the AI part. sharing what I learned.

solo founder from korea here. been building AI content marketing tooling for a few years now. businesses using it have done somewhere around 300M views, my own accounts about 30M, best single mostly-AI post around 2M.


but here's the thing, the more I scale this the more I realize the hard part was never the AI. it's the actual craft of distribution. the copy, the variation, the cut timing, and most of all turning views into real revenue instead of vanity numbers. I learned most of it the hard way (year one I automated everything and got 47 followers and zero dollars lol).


a few things I've become pretty convinced of:


content is copying before it's creating, and AI can do the words but not the timing or the reason something actually hits. a perfect copy still underperforms the original unless you vary it right. and going viral and making money are completely different games, I've seen 10M views convert nobody and 50k views land 200 customers.


but I know I have huge blind spots, especially on the western/english side of content since I came up in the korean market which works pretty differently.


so I'm mostly posting to swap notes with people who actually live and breathe content distribution, especially anyone who's done it across different platforms and markets. happy to share way more about what I've learned in the comments too, this isn't a one way ask. would genuinely love to find a few people to keep going deeper on this with.


if any of it resonates or you've got strong opinions, drop a comment.

Comments

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messistrikes10•about 1 month ago•1

10m views convert nobody and 50k views land 200 customers is painfully real, i think a lot of people secretly optimize for screenshots of analytics instead of buyer intent because views feel emotionally rewarding way than revenue does

retinaeyepad•about 1 month ago•1

Your observation about the differences between markets is a massive factor that people usually overlook. In western markets, especially on platforms like LinkedIn or TikTok, distribution relies heavily on building a distinct persona or a hyper specific angle rather than just relying on the algorithm to find an audience for a piece of media.

When you automate everything, you lose the cultural context and the fast feedback loop needed to tweak things for western audiences. A lot of successful distribution here comes down to taking one core idea and manually reframing it for three different subcultures, which requires understanding the specific slang, pain points, and memes of those groups.

Since you mentioned the Korean market works differently, I would love to hear what the biggest differences are in how platforms serve content there compared to what you are seeing in English markets.

Hrushikesh_1187•about 1 month ago•1

The "content is copying before it's creating" point is also real. Understanding why something landed before trying to replicate it is what separates people who scale from people who just post a lot.

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