CellarTracker
👤 Eric LeVine (13 years building Microsoft Office, then a wine collector himself — the rare founder who WAS the power user he built for.)🌐 siteLinkedIn
An ex-Microsoft wine geek built a cellar tracker for himself; the crowd's notes made it wine's biggest database.
Will it work? · our read
Data compounds. Twenty years of free notes built a lead rivals cannot buy. Charging properly for it took until 2024 — the data was never the problem.
01How the money moves
Collectors log their cellars free and write tasting notes
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Millions of notes make it the best wine reference online
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Members pay $40-$500/yr, tiered by cellar size
02The numbers
Undisclosedestimate withdrawn
The 10M figure in some profiles is site visitors, not registrants — registered users are about 1M. xChateau (Feb 2026)
Undisclosed, and we have withdrawn our own estimate. It rested on a single input — "about 8% of registered users pay" — whose only source turns out to be the headline of a paywalled 2014 article; the body was never readable, and the model it measured (pay-what-you-want) was abolished in March 2024. LeVine says the pay rate has since doubled, so the old number is not just unsourced, it is wrong. No current conversion rate is public, so there is nothing honest to rebuild an estimate from.
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You have the verdict. Members get the work behind it.
- The CENTS scorecard — where it's strong, where it's soft
- The founder's key move, and the counter-move
- How it could die — the evidence, and how sure we are
- The case against our own call
- A 🚀 launchpad prompt — the case, as a plan for your business
We rate our own confidence — and argue against ourselves. Nobody else in this category does.
Sources always public on all 560 cases · cancel anytime · 14-day refund
See a full teardown, free → ImportYetiSourcesSources last checked 12 July 2026
CellarTracker — subscription pricing: "Subscription pricing is based on your cellar size." $40 (to 100 bottles) rising to $500 (2,500+).xChateau (Feb 2026): about 1M registered users; team grown from about 10 during Covid to about 25; the paid rate doubled after the model changed.US Chamber CO— (Apr 2026): LeVine does not disclose financials; subscriber base "has tripled in the past few years"; renewal "above 90%".WineBerserkers (Mar 2024) — LeVine's own announcement: "We are shifting to a traditional subscription model."xChateau (2021): the earlier era — 750K registered users, 9.1M tasting notes, and a SUGGESTED payment averaging about $57/yr (a suggestion, not what people paid).
Revenue is undisclosed. LeVine calls CellarTracker profitable and self-sustaining but publishes no figure, and we no longer publish one either. We previously estimated "about $2-4M/yr" from "about 8% of registered users pay" times a roughly $40 average. That 8% came from a Subscription Insider case study — now a 404, whose single archived capture shows the article body was behind a members paywall and its visible excerpt is literal placeholder text. The number existed only in the headline; nobody, including us, ever read what it was based on. It was also dated May 2014, and it measured the pay-what-you-want model that CellarTracker retired in March 2024 (it now charges $40-$500 a year, tiered by cellar size). LeVine has since said the pay rate doubled. So the estimate is withdrawn rather than re-linked: there is no public conversion rate today, and an estimate with no honest input is a guess wearing a badge. First-party facts we do keep: about 1M registered users and a team of about 25 (LeVine, xChateau, Feb 2026); renewal above 90% and pricing from $40/yr (LeVine, US Chamber, Apr 2026); the current tier table (CellarTracker's own support pages). The "$21B of bottles tracked" is cellar inventory value, NOT revenue. The data-moat and AI-commoditization reads are ours. We never score you.