Before Reddit sees your AI-built site.
Reddit feedback is fast, blunt, and public. PageLens AI checks the things that make an AI-built site feel unfinished before the comment thread becomes your QA team.
Safe-to-share verdict
Top fixes in plain English
Prompts your AI builder can run
What PageLens checks before the thread finds it
AI builders ship fast. PageLens AI checks the public surface like a launch reviewer, then translates the findings into owner-level priorities and agent-ready repair prompts.
Share preview and first click
Open graph image, title, description, favicon and the first impression people see before they click.
Mobile trust
Broken layouts, hidden calls to action, unreadable text, tap targets and slow first paint on small screens.
Privacy and credibility
Contact routes, privacy copy, consent signals, forms, email capture and trust cues that reduce suspicion.
Plain-English clarity
Whether the page explains what it does, who it is for, and why anyone should care without developer jargon.
Free preview first. Pay when you need the repair loop.
The free scan answers whether the page is risky to share and shows one priority. Launch Pack is for the moment when the link is about to carry reputation, customer trust, or paid traffic.
Free preview
- Safe-to-share verdict
- Risk category and one top issue
- Teaser prompt for your AI builder
Paid Launch Pack
- Full fix prompt pack
- Desktop and mobile evidence
- Markdown export, MCP, CLI and API workflow
- Included re-scan to prove it improved
Copy the fix into the tool that built it.
Nontechnical builders get the owner answer first. Developers and coding agents can open the evidence, Markdown, MCP, CLI, API and rule IDs when they need the deeper layer.
Before r/SideProject
Make the landing page understandable before makers inspect the rough edges.
Before r/buildinpublic
Show progress without accidentally inviting avoidable technical critique.
Before beta users
Catch the trust gaps that stop a curious visitor from leaving an email.
Use it before the post, not after the pile-on.
Your app can work and still be risky to show.
PageLens AI turns that invisible launch risk into a short priority list and prompts your AI builder can execute.