
citeOS · AI search visibility for crypto brands · by Emergence Media
Audit AI search visibility for crypto brands with 100 AI observation points; scores 0-100 in 60 seconds.
@citeOS_io · X
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Audit AI search visibility for crypto brands with 100 AI observation points; scores 0-100 in 60 seconds.
@citeOS_io · X
is all yours

Scan any URL to get a 0-100 AI Visibility Score showing readiness for AI search engines.
@SearchAuditio · X
Hello! We built a tool to check the visibility of vibe coded sites and we also can fix the issues. You URL audit is free, no subscription :)

Test AI agents against production mirrors using replayed traces to find bugs and regressions.
aisinghal

Monitor status and metadata-based problem signals for AI tools.
dobby_lee · HN
Open-Source for AI tool status checker

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:

Monitor your brand visibility across AI search platforms like ChatGPT, Perplexity, Claude, Gemini, and Grok.
@RankPrompt · X

Check if ChatGPT, Gemini, and Perplexity recommend your personal brand or competitors.
@AbrarFairuj · X
Here is mine: Track whether AI suggests your product and make it suggest!

AI platform to ask questions, generate images, and speak hands-free for better decision-making.
@Akinzoooo · X

Audit your website's readiness for AI search engines like ChatGPT, Claude, and Perplexity in seconds.
@isreadyai · X
We help check if AI agents can read your site 💚 Free scan, no signup: — 32 checks in 5 seconds across GPTBot, ClaudeBot, Perplexity & more.

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