Sources and method
Programs
Startups reads the public company lists of 29 accelerators and startup programs. Each program's list comes from its own site (a portfolio page, a public feed or the JSON its portfolio page loads), only where robots.txt and the site's terms allow it, and never from behind a login. Every company row keeps the URL it was read from.
- Y Combinator: YC's public company directory, via the yc-oss mirror (www.ycombinator.com/companies), weekly.
- 500 Global: 500 Global's startups list (the JSON its companies page reads) (500.co/companies), monthly.
- Plug and Play: Plug and Play's public startup directory, accelerated startups only (www.plugandplaytechcenter.com/startups), monthly.
- Antler: Antler's portfolio page (www.antler.co/portfolio), monthly.
- Entrepreneur First: Entrepreneur First's portfolio page (www.joinef.com/portfolio/), monthly.
- a16z speedrun: the speedrun companies API (what speedrun.a16z.com/companies reads) (speedrun.a16z.com/companies), monthly.
- South Park Commons: South Park Commons' companies page (www.southparkcommons.com/companies), monthly.
- AI Grant: the AI Grant home page, batch by batch (aigrant.com/), monthly.
- Sequoia Arc: Sequoia's company pages, where an Arc milestone is listed (sequoiacap.com/companies/), monthly.
- Techstars: official portfolio and batch pages, loaded by research (www.techstars.com), loaded once, not re-read on a schedule.
- Neo: official portfolio and batch pages, loaded by research (neo.com), loaded once, not re-read on a schedule.
- HF0: official portfolio and batch pages, loaded by research (www.hf0.com), loaded once, not re-read on a schedule.
- Pear VC and PearX: official portfolio and batch pages, loaded by research (pear.vc), loaded once, not re-read on a schedule.
- Conviction Embed: official portfolio and batch pages, loaded by research (embed.conviction.com), loaded once, not re-read on a schedule.
- Alchemist Accelerator: official portfolio and batch pages, loaded by research (www.alchemistaccelerator.com), loaded once, not re-read on a schedule.
- Google for Startups Accelerator: official portfolio and batch pages, loaded by research (startup.google.com/programs/accelerator/), loaded once, not re-read on a schedule.
- Microsoft for Startups: official portfolio and batch pages, loaded by research (www.microsoft.com/en-us/startups), loaded once, not re-read on a schedule.
- AWS Generative AI Accelerator: official portfolio and batch pages, loaded by research (aws.amazon.com/startups/accelerators/generative-ai), loaded once, not re-read on a schedule.
- NVIDIA Inception: official portfolio and batch pages, loaded by research (www.nvidia.com/en-us/startups/), loaded once, not re-read on a schedule.
- Station F: official portfolio and batch pages, loaded by research (stationf.co), loaded once, not re-read on a schedule.
- Berkeley SkyDeck: official portfolio and batch pages, loaded by research (skydeck.berkeley.edu), loaded once, not re-read on a schedule.
- MassChallenge: official portfolio and batch pages, loaded by research (masschallenge.org), loaded once, not re-read on a schedule.
- Seedcamp: official portfolio and batch pages, loaded by research (seedcamp.com), loaded once, not re-read on a schedule.
- Betaworks Camp: official portfolio and batch pages, loaded by research (www.betaworks.com/camp), loaded once, not re-read on a schedule.
- Founder Institute: official portfolio and batch pages, loaded by research (fi.co), loaded once, not re-read on a schedule.
- Z Fellows: official portfolio and batch pages, loaded by research (www.zfellows.com), loaded once, not re-read on a schedule.
- Forum Ventures: official portfolio and batch pages, loaded by research (www.forumvc.com), loaded once, not re-read on a schedule.
- Entrepreneurs Roundtable Accelerator: official portfolio and batch pages, loaded by research (www.eranyc.com), loaded once, not re-read on a schedule.
- Creative Destruction Lab: official portfolio and batch pages, loaded by research (creativedestructionlab.com), loaded once, not re-read on a schedule.
Dates only, no company list: Techstars (its terms of use forbid automated collection), Microsoft for Startups and NVIDIA Inception (not cohort based, no public member list), Station F (no public Founders Program list) and Plug and Play's dates. Hand-checked research loads from official portfolio pages: Neo, Pear VC, Alchemist, Conviction Embed, the AWS Generative AI Accelerator, Google for Startups Accelerator classes, Berkeley SkyDeck, Seedcamp, Betaworks Camp, MassChallenge, Z Fellows and the two HF0 companies its facts page names. On Pear's portfolio grid the names are logos, so a Pear row joins only a company already here by its domain.
One company, several programs
Companies are matched by their website domain: a company in YC and in a16z speedrun is one page listing both. Each company carries its companies.fru.dev registry slug when the registry knows its domain. A company with no website on its program's page stays a separate row.
Y Combinator's public directory
Every company, batch, one-liner, tags, industry, team size, location, website and status comes from YC's public company directory at ycombinator.com/companies, read through the community-maintained yc-oss mirror of the index behind it (mirror last updated 2026-11-09). Status (Active, Acquired, Public, Inactive) is YC's own label.
Founders
Founder names and titles are read from each company's own YC page. People appear only on their company's page; there are no founder pages. A founder's photo comes from Wikimedia Commons (matched through Wikidata by name and company, never by name alone) or from the company's own team page, credited under the list with its license. Where there is no such photo, the founder shows as initials. Nothing is copied from LinkedIn, X or image search.
Categories
AI, data and developer tools come from YC's own tags and industry. Companies YC has not tagged yet (most of the newest batch) are read from their one-liner and description. New untagged companies may be checked by a model in one batched call per week; those carry an Unverified badge until reviewed. A company can be in more than one category; the tile colour in the river is AI first, then data, then developer tools.
Refresh and history
YC every Monday at 11:00 UTC, and on Thursdays too in a batch week (when YC is adding a new batch). The other programs monthly, on the first Monday, because their rosters change around demo days. Every change to status, team size, hiring, stage, name, website, headquarters and program membership is added to an append-only log, shown on Changes and in the API. A company that drops off a program's list is marked, never deleted.
Across fru.dev
Company pages link to the same company on companies.fru.dev, funding.fru.dev, acquisitions.fru.dev and other fru.dev sites when it is there, through the shared company registry.
Notable companies
The registry feed marks a company notable only on a real signal: Y Combinator lists it among its Top Companies; it is public and has a known website; it already appears on another fru.dev site (a funding round, an acquisition, releases, leaders); its team is 250 people or more; or it was acquired, has a known website and had a team of 50 or more (or its program marks the exit without a team size). A few hundred companies across all programs qualify. Notable companies are the ones companies.fru.dev adds from here.
Disclaimer
Startups from Y Combinator's and other accelerators' public company lists, read every week for YC and monthly for eight other programs, plus one-time hand-checked loads from official portfolio pages for the rest; program deadlines and batch dates come from each program's own pages, and dates worked out from past cadence are marked est. Categories a model guessed are marked unverified until checked by hand. The Rising rank adds up public signals from other Glyph sources; it is not investment advice. Not affiliated with Y Combinator or any other program. The list grows as each program adds new companies. Photos from Wikimedia Commons and official company pages, with credit. Logos via logo.dev; trademarks belong to their owners. Anonymous usage stats via Google Analytics. Use Suggest a correction on any company page.