YC AI visibility / Winter 2015 / mashgin.com
Is Mashgin visible to AI?
Self-Checkout using Computer Vision.
YC Winter 2015Ranked #9 of 13 in YC Winter 2015 · AI visibility of YC companies
71#9 of 13 in YC Winter 2015
6 issues holding Mashgin back
No question & answer content
No JSON-LD structured data at all
No product / organization schema
No llms.txt
No discoverable API or MCP for agents
Pricing not machine-readable
Run the full live audit for fixes → Snapshot from 2026-10-18; the live audit shows details and ready-to-paste fixes.
Work at Mashgin? 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 Winter 2015 ranking
Mashgin ranks #9 of 13 in YC Winter 2015 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/winter-2015"><img src="https://getrankroot.com/api/badge/yc?domain=mashgin.com" alt="YC Winter 2015 · AI visibility #9 of 13" height="20"></a>
Markdown
[](https://getrankroot.com/yc/winter-2015)
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