@MattAudFlo · X

finds the reasons AI engines overlook you, and writes the exact fixes that get you recommended.

@novascopeio · X

jimmyhumania · Product Hunt

answerFORGE Find out why AI search engines don't see you

andytan · HN

Free AI Visibility Audit Tool& Agent

@kylekane · X

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

@jozef_x1 · X

🚨 I Vibe Coded F0ur (4) different versions of @coreyganim's "Ai Audit" Funnel, which is your favourite? VERSION #3:

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

Baliy · HN

AI Visibility: Check whether ChatGPT/Claude/Gemini recommend your brand

@Wovyr · X

@Sathibuilds

@citeOS_io · X

is all yours