UX & Compliance Risk Scanner

Scan your website for UX that hurt conversion or compliance

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April 6, 2026 Working on a tool to scan UX + compliance risk in products

AI made it insanely easy to build and ship products.

But it also made it insanely easy to ship broken UX.

I keep seeing the same patterns across products:

  • confusing pricing

  • vague or misleading CTAs

  • missing trust signals

  • weak consent flows

Not because founders are trying to be shady.

Because they’re moving fast.

But the outcome is the same:

  • users hesitate

  • conversion drops

  • trust erodes

  • and sometimes it crosses into compliance risk

Bad UX is no longer just a design problem.

It’s a revenue problem. And increasingly, a legal one.

So I started building something.

A tool that scans your live website and flags:

  • UX patterns that hurt conversion

  • trust gaps

  • potential compliance risks

Think of it as a pre-launch risk check for your product.

I’ve been testing this manually + with lightweight logic and the patterns are kind of wild.

Things people don’t even notice are quietly costing them users.

Now I want to go deeper:

  • crawl real product flows

  • scan multiple pages

  • analyze rendered experiences (not just static HTML)

  • get this running properly with Puppeteer / browser-level analysis

If you’re building something, happy to run a scan for you.

Also — I’m looking for a technical cofounder to help accelerate this.

Someone who:

  • enjoys building fast and going deep

  • has experience with scraping / Puppeteer / browser automation

  • is excited about AI + product

This feels like a very real category in the making.

If this sounds like you (or you know someone), DM me.

2 Comments

  1. 1

    Screenshot api + Google Gemini pro to do a visual analysis + HTML crawling based on my framework.

  2. 1

    Hey, how are you doing this crawling at present? Seeing a lot of issues around getting consistent data.

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AI made everyone a builder. But not everyone understands UX or compliance. People are shipping: • confusing flows • dark pattern-ish interactions • missing policies • risky messaging