malik_dixon1 · Product Hunt

TraceLogicAI: AI Architecture Evaluation Compare AI architectures with evidence, not guesswork

@bransburyx · X

u/12qwww · Reddit

I built a live benchmark to see which AI actually writes the best frontend code Hey everyone! I built OpenVibeEval because I was tired of "vibe-checking" AI-generated frontend code. I wanted to know which model actually produces the most accessible and clean React/Tailwind output. What I built: •A leaderboard of 24 models (Claude, GPT, DeepSeek, etc.) ranked by axe-core accessibility scores. •A Harness Comparator to show how different system prompts change the same model's output. •

@notbhuvanesh · X

Increase your brand presence across the Internet and make revenue out of it

@RHMDigitalSeo · X

u/momentzmania · Reddit

Reddit's API policy broke my product, but it's actually a blessing in disguise. My SaaS startup Vinespire was heavily dependent on Reddit's API for lead generation and boosting GEO, but I found out something that broke this dependency completely. Apparently, Reddit's API for commercial usage costs $12k annually, and what's worse is that only a very select few are accepted into their API programme. Mostly enterprises. My software is still in diapers and nowhere near the size

@Akinzoooo · 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

u/Complete_Economy_130 · Reddit

I built a free tool that shows whether ChatGPT/Gemini/Perplexity can even see your website After watching Google CTRs drop and AI assistants eat the top of the funnel, I built WhoCanFindMe — it audits any site's "AI visibility": can GPTBot/ClaudeBot/PerplexityBot actually crawl it, is there extractable schema, is the content answer-first, are there freshness signals. Per-engine scores, because the engines retrieve differently. Free scan, no signup, and you get a public shareab

@citeOS_io · X

is all yours

@Wovyr · X

@IchMag17 · X