YC AI visibility / Winter 2025 / harperinsure.com

Is Harper visible to AI?

AI-native commercial insurance brokerage

YC Winter 2025Ranked #73 of 107 in YC Winter 2025 · AI visibility of YC companies

65#73 of 107 in YC Winter 2025
AI crawler access · 80/100
Answer-engine content · 91/100
Structured data · 20/100
Agent readiness · 38/100

9 issues holding Harper back

No usable robots.txt
No XML sitemap
No question & answer content
Incomplete Open Graph tags
No JSON-LD structured data at all
No product / organization schema
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.

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Show your YC Winter 2025 ranking

Harper ranks #73 of 107 in YC Winter 2025 for AI visibility. Add this badge to your site, docs or README. It links to the batch leaderboard.

YC Winter 2025 · AI visibility #73 of 107
HTML
<a href="https://getrankroot.com/yc/winter-2025"><img src="https://getrankroot.com/api/badge/yc?domain=harperinsure.com" alt="YC Winter 2025 · AI visibility #73 of 107" height="20"></a>
Markdown
[![YC Winter 2025 · AI visibility #73 of 107](https://getrankroot.com/api/badge/yc?domain=harperinsure.com)](https://getrankroot.com/yc/winter-2025)

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