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SagBot shows how AI bots and agents see your site. Paste a URL and get two scores in about a minute: Agent-ready (can ChatGPT, Claude or a shopping agent read, navigate and act on your pages?) and Answer-ready (SEO, GEO and AEO: will AI answers cite you?). 40 checks cover AI crawlers in robots.txt, llms.txt, schema, Markdown delivery, agent checkout and more. Each failed check comes with a copy-paste fix for your coding agent. Free, with an MCP server.
PH · launched Nov 12, 2026 · 2 upvotes (top 19%) · 0 views
Niche: ai search optimization tools · 120 launches, 15 in the last 7 days ▼ -6% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2B
- AI feature
- Commercial product
- SEO
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 120 launches in ai search optimization tools →
Could you build this?
Yes It fetches a URL and runs a set of checks on robots.txt, schema, headers, and content structure, then scores the results. These are well-documented checks that vibe coding handles well.
Competitors
Other products that read as similar to this one : 611 launches clear the similarity bar, closest 8 shown.
Attention rank: #116 of 612 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 350 days after the earliest competitor.
- AI Checker by Signum.AI · ph · 2026-10-16 · 8 upvotes · similarity 0.62
- AI Visibility Checker · ph · 2026-11-12 · 1 upvotes · similarity 0.59
- Agentic Commerce Readiness · ph · 2026-10-23 · 2 upvotes · similarity 0.56
- AI Search Readiness Checker · ph · 2026-10-28 · 1 upvotes · similarity 0.55
- RankRoot · ph · 2026-10-13 · 1 upvotes · similarity 0.54
- AI Readability Check · ph · 2026-11-12 · 1 upvotes · similarity 0.54
- AI Visibility Checker · ph · 2026-10-15 · 1 upvotes · similarity 0.53
- LLM Readiness Check · ph · 2026-10-06 · 7 upvotes · similarity 0.53
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.