YC AI visibility / Winter 2026 / rev1.so

Is REV1 visible to AI?

Claude Code for Mechanical Engineers

YC Winter 2026Ranked #63 of 137 in YC Winter 2026 · AI visibility of YC companies

81#63 of 137 in YC Winter 2026
AI crawler access · 100/100
Answer-engine content · 93/100
Structured data · 100/100
Agent readiness · 26/100

6 issues holding REV1 back

No question & answer content
No language declared
No llms.txt
No discoverable API or MCP for agents
Pricing not machine-readable
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.

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Show your YC Winter 2026 ranking

REV1 ranks #63 of 137 in YC Winter 2026 for AI visibility. Add this badge to your site, docs or README. It links to the batch leaderboard.

YC Winter 2026 · AI visibility #63 of 137
HTML
<a href="https://getrankroot.com/yc/winter-2026"><img src="https://getrankroot.com/api/badge/yc?domain=rev1.so" alt="YC Winter 2026 · AI visibility #63 of 137" height="20"></a>
Markdown
[![YC Winter 2026 · AI visibility #63 of 137](https://getrankroot.com/api/badge/yc?domain=rev1.so)](https://getrankroot.com/yc/winter-2026)

Rescan live

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