YC AI visibility / Summer 2021 / abstra.io
Is Abstra visible to AI?
Automate finance operations with Python and AI
YC Summer 2021Ranked #147 of 160 in YC Summer 2021 · AI visibility of YC companies
57#147 of 160 in YC Summer 2021
11 issues holding Abstra back
Content invisible without JavaScript
Weak or missing meta description
Missing or multiple H1
Few scannable section headings
No question & answer content
No JSON-LD structured data at all
No product / organization schema
No linked brand profiles (sameAs)
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 Summer 2021 ranking
Abstra ranks #147 of 160 in YC Summer 2021 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/summer-2021"><img src="https://getrankroot.com/api/badge/yc?domain=abstra.io" alt="YC Summer 2021 · AI visibility #147 of 160" height="20"></a>
Markdown
[](https://getrankroot.com/yc/summer-2021)
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