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Rich Moore

3d ago

Are AI-built apps creating a new launch QA problem?

I ve been building PageLens AI after seeing the same thing over and over again with AI-built websites and apps.
The product looks done .
But then you look properly and find the stuff that gets missed when people are shipping fast:
Missing security headers
Weak mobile CTAs
Poor accessibility basics
Broken social previews
SEO basics not set up

Analytics/consent problems
Confusing copy
No clear trust signals
Logged-in routes that nobody has properly reviewed
I don t think this is because builders are careless.
I think tools like Cursor, Lovable, Bolt, Replit and v0 have made it incredibly easy to build quickly, but most founders still need a proper launch-readiness pass before sending real users, investors or paid traffic to the site.
So I m building PageLens AI as launch QA for AI-built websites and apps.
The idea is:
1. Scan your site
2. Get a ranked report of what s hurting trust, SEO, accessibility, security, mobile UX and conversion
3. Export the fixes as Markdown for Cursor / Claude / Lovable / Bolt
4. Fix the issues
5. Re-scan and prove it improved
I d love feedback from other makers here:
Do you run any kind of launch QA checklist before sharing a new product publicly?
Or are most people just shipping and fixing issues after users notice them?
For context, this is what I m building:
https://www.pagelensai.com
Not looking for upvotes here, genuinely interested in whether other makers see this same gap.

Rich Moore

13d ago

PageLens AI - Launch QA for AI-built websites and apps

PageLens AI scans your AI-built website or app for SEO, accessibility, security, mobile, trust and launch-readiness issues — then gives you Markdown fixes you can paste into Cursor, Claude, Lovable or Bolt.
Rich Moore

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Experi - Automated invoicing for freelancers and small businesses

Create and send professional invoices in minutes. Built for freelancers who just want to get paid. Free plan available, no credit card required.
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