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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.
AI-powered audits for local SEO, Google Business Profile, and answer engine visibility with white-label reports.
@novascopeio · 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
Audit where your brand appears in major AI search engines and identify visibility gaps.
@kylekane · X
Audit AI-built applications for security vulnerabilities and receive proof of findings.
u/mrtrly · Reddit
I asked ChatGPT 20 different ways who could fix a half-built app. It never named my company once. I do codebase rescue for founders in exactly that spot, so that one stung. There are already plenty of tools that measure this kind of AI visibility, a CDN even ships one free, so I built mine mostly to see my own number, and it confirmed the bad news: near zero. The measuring turned out to be the easy part. What none of the tools do, and what I actually care about, is the fix: getting the mode
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:
Trace, replay, and verify AI agent decisions with signed audit trails.
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
AI visibility checker. See your brand's AI visibility score across ChatGPT, Gemini, Claude and Perplexity, and check whether AI mentions your brand.
Baliy · HN
AI Visibility: Check whether ChatGPT/Claude/Gemini recommend your brand
Manage policies and track audit trails for AI-generated user interfaces.
@Wovyr · X
Run free SEO audits and track your visibility across Google and AI search engines.
@Sathibuilds
Audit AI search visibility for crypto brands with 100 AI observation points; scores 0-100 in 60 seconds.
@citeOS_io · X
is all yours
