
AI Visibility Audit Platform · AudFlo
See why AI engines overlook you and get the exact fixes to improve recommendations.
@MattAudFlo · X
finds the reasons AI engines overlook you, and writes the exact fixes that get you recommended.
The full gallery
Tech stack
60 projects

See why AI engines overlook you and get the exact fixes to improve recommendations.
@MattAudFlo · X
finds the reasons AI engines overlook you, and writes the exact fixes that get you recommended.

Run a $9 AI visibility audit across OpenAI, Claude, Gemini, and Grok. See where AI overlooks your brand, who appears instead, and what to fix next.
@kylekane · X

Get instant AI visibility scores for any URL, no signup required.
jimmyhumania · Product Hunt
answerFORGE Find out why AI search engines don't see you

Audit your brand's AI search visibility across ChatGPT, Gemini, Claude, Perplexity, and Grok.
andytan · HN
Free AI Visibility Audit Tool& Agent

Interactive AI audit funnel for analyzing systems with multiple visual approaches.
@jozef_x1 · X
🚨 I Vibe Coded F0ur (4) different versions of @coreyganim's "Ai Audit" Funnel, which is your favourite? VERSION #3:

AI-powered audit tool that analyzes website and SaaS UI/UX for usability, accessibility, and conversion improvements.
@mydesignaudit · X

Audit your AI app for security, privacy, and governance readiness.
u/Budget_Lawfulness_33 · Reddit
I made a tool that bridges the gap between vibe coding and actually knowing what you shipped A lot of people are shipping things they don’t fully understand anymore. With the new flagship models such Claude/Codex and people spending hundreds on AI subscriptions to build faster, apps are being shipped quicker than ever. But when you’re constantly throwing prompts at AI, adding features, and moving fast, it’s easy to lose track of what actually made it into your codebase. So I built: https

Check how AI assistants like ChatGPT and Claude can access your website, with a score and detailed fix list.
alexander_eliot · Product Hunt
AI Visibility Score See how your site scores across every major AI assistant

Trace, replay, and verify AI agent decisions with signed audit trails for debugging.
u/Funky_Chicken_22 · Reddit
OSS to SaaS positioning problem: when the user persona and the buyer persona are completely disjoint Founder here. Sharing a positioning problem I think a lot of OSS-to-SaaS founders hit and don't talk about publicly. Context: I have been running an OSS project (world-model-mcp) with ~2,500 monthly PyPI installs. Two weeks ago I opened up the hosted companion, Etch, at etch.systems. Launched publicly on Product Hunt at 12:00 PDT yesterday. The positioning problem: OSS user persona: in

Upload code to automatically scan for security vulnerabilities.
@POONAMSING9999 · X
Forget this fight. The problem in AI is vibe coding security risk so i made vibe Guard ai that analysis user code and found out security risks. For the sake of humanity, to solve a painful problem I made this It had free version try now

AI agent that audits landing pages, tests CTAs, and recommends conversion optimizations.
@raihankhan_rk · X

Analyze code for security vulnerabilities and verify code safety.
@POONAMSING9999 · X
Technology is getting better everyday so the vibe coding but still people loosing money.🚀 Around 62% of vibecode is unsecure. I made VibeGuard that analysis code and check whether it is safe,ready to go,every error and what it can cause, many more...