YC AI visibility / Fall 2025 / withspecific.com
Is Specific Labs visible to AI?
Real World Environments and Data for AI
YC Fall 2025Ranked #79 of 92 in YC Fall 2025 · AI visibility of YC companies
61#79 of 92 in YC Fall 2025
10 issues holding Specific Labs back
Content invisible without JavaScript
Few scannable section headings
No question & answer content
Incomplete Open Graph tags
No JSON-LD structured data at all
No product / organization schema
No linked brand profiles (sameAs)
No llms.txt
No discoverable API or MCP for agents
No docs / help content linked
Run the full live audit for fixes → Snapshot from 2026-10-18; the live audit shows details and ready-to-paste fixes.
Work at Specific Labs? Fix every page, not just the homepage.
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Show your YC Fall 2025 ranking
Specific Labs ranks #79 of 92 in YC Fall 2025 for AI visibility. Add this badge to your site, docs or README. It links to the batch leaderboard.
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<a href="https://getrankroot.com/yc/fall-2025"><img src="https://getrankroot.com/api/badge/yc?domain=withspecific.com" alt="YC Fall 2025 · AI visibility #79 of 92" height="20"></a>
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