YC AI visibility / Summer 2023 / usemargin.com
Is Margin visible to AI?
POS & operating system that makes liquor stores more money
YC Summer 2023Ranked #116 of 120 in YC Summer 2023 · AI visibility of YC companies
47#116 of 120 in YC Summer 2023
12 issues holding Margin back
Blocks AI search bots (ChatGPT, Perplexity, Claude)
Blocks AI training crawlers
Weak or missing meta description
Missing or multiple H1
No question & answer content
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
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.
Work at Margin? Fix every page, not just the homepage.
Traffic Boost, $49 once, never renews: 7 days of Pro to audit up to 50 pages per scan and generate llms.txt, llms-full.txt and per-page JSON-LD, and your product featured across RankRoot for 30 days (homepage, launch directory, your industry page and the tool AI agents use to find products), live today with a dofollow link and a public count of every visitor sent.
Show your YC Summer 2023 ranking
Margin ranks #116 of 120 in YC Summer 2023 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-2023"><img src="https://getrankroot.com/api/badge/yc?domain=usemargin.com" alt="YC Summer 2023 · AI visibility #116 of 120" height="20"></a>
Markdown
[](https://getrankroot.com/yc/summer-2023)
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