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How I’m building an AI Ad Engine that actually clones winning hooks

Hey everyone,

After years in full-stack dev and scaling products like TwitterWebViewer to 100k users, I realized most AI ad tools focus on the wrong thing: aesthetics. But in performance marketing, a pretty ad that doesn't convert is just a waste of server costs.

I’m currently building AI Ad Generator (https://ai-ad-generator.com/) with a different philosophy: Reverse-Engineering ROAS.

Instead of just prompting "make a cool video," our tool:

Analyzes high-performing URLs/MP4s from Meta and TikTok to extract the exact hook and emotional triggers.

Decodes advertising psychology to tell you why an ad is winning before you generate anything.

Produces production-ready video ads in minutes based on those proven patterns.

I'm building this in public and focusing heavily on data-driven growth. If you’ve struggled with creative fatigue or high CPAs, I’d love to get your feedback on the analysis engine.

Let’s talk growth, hooks, and building long-term businesses.

on May 6, 2026
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    The wedge is right, but the current name is flattening the value.

    “AI Ad Generator” sounds like another generic creative tool.
    That pulls you into the exact commodity bucket you’re trying to avoid.

    But what you’re actually selling is not ad generation.
    It’s pattern extraction.
    Hook intelligence.
    Creative deconstruction before production.

    That is a much stronger category than “AI makes ads.”

    The product feels closer to competitive ad intelligence than a generator.
    The output is just the last step.

    That’s where the current name starts underselling the product.

    Beryxa.com would carry this much better once you lean harder into the intelligence layer instead of the generation layer.

  2. 1

    With AI Ad Generator (https://ai-ad-generator.com/), I’m focusing on extracting the logical structure of ads that are already winning on Meta and TikTok.

    I’m currently refining the 'UGC Replication' logic. If anyone here is running paid ads and wants me to run a free analysis on one of your competitors' URLs, drop it below. I'll post the AI-breakdown report right here in the thread. Let's build something that actually converts.

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