The full gallery
Tech stack
19 projects
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
Measure and optimize your visibility in AI systems like ChatGPT, Claude, Gemini, and Perplexity.
martin_nymann_geoa · Product Hunt
Geoa Get found when your customers ask AI — automatically
Track your brand's visibility across ChatGPT, Claude, Gemini and Perplexity while monitoring competitors.
@RHMDigitalSeo · X
Check AI-generated outputs for errors and security issues before shipping to production.
u/Brief_Dust8845 · Reddit
I pivoted from my initial idea after realizing I was solving the right problem at the wrong time When I started building GaaS Guard, it was an AI governance tool for companies. The idea was to help organizations defend against prompt injection and unsafe AI interactions. It was technically interesting, and I still genuinely believe I was solving a real problem. The problem was, it just wasn’t selling—to be brutally honest. Here’s how I actually ended up pivoting. I started using a b
Compare AI model coverage, pricing, uptime, and latency across different AI relays.
zizheruan · HN
XTokenChecker – Verifies model identities of your AI gateway
Check AI agent outputs and actions against your policies before execution; get allow, block, rewrite, or escalate decisions.
u/danielbaker06072001 · Reddit
Most AI agent SaaS is just bad security with a nice dashboard Give a new employee access to Stripe, GitHub, Slack, and your CRM on day one, and you’d call it reckless. Give the same access to an AI agent, and we call it “autonomous.” That isn’t innovation. It’s skipping basic security because the demo looks cool. Full disclosure: I’m building TrustLoopGuard around this problem, so I’m obviously biased. While testing one MCP connection, I realized I had decided what the agent could a
Checks whether your brand appears and is accurately described across ChatGPT, Gemini, DeepSeek, Perplexity, and Grok.
@NianyaXie · X
Building OranGEO — helping brands turn AI search into a new traffic channel. It shows whether ChatGPT/Perplexity mention your brand, which competitors show up instead, and how to improve AI visibility. Run a quick check on your product/site:
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
Scan any website to show what AI assistants see when crawling it.
builderwrench · HN
Show HN: Free tool that shows what AI assistants see when they crawl your site
Detect whether text was written by AI tools like ChatGPT, Claude, or DeepSeek.
AI Detector — 检查你的文本是否 AI 生成
Analyze how your brand appears in AI search engines like SGE, ChatGPT, and Perplexity.
u/No_Pangolin3678 · Reddit
We built AiVisis to measure brand visibility in AI search — looking for honest feedback Hi r/SideProject , I’m part of the team building AiVisis, a GEO and AI visibility analysis platform for businesses, marketers, and agencies. Most companies already track their search rankings, website traffic, and social media performance. However, many brands still cannot clearly answer a newer question: How visible is our brand across AI-powered search and answer platforms? AiVisis analyzes a we
Run free SEO audits and track your visibility across Google and AI search engines.
@Sathibuilds
