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EverBee
Etsy product-research data tool · United States · bootstrapped, no VC
👤 Cody McGuffie (Ran his own Etsy and e-com brands, hated guessing what sells — built the data x-ray he wanted, sold it to 900K sellers.)🌐 siteLinkedIn

Etsy hides real sales. EverBee estimates them from public signals and shows the number right on the listing — free.

Will it work? · our read
Sells the pickaxe. A free extension that lives on Etsy, reveals the one hidden number, and rode 900K installs to $5M ARR — all resting on Etsy's goodwill and rough estimates.
01How the money moves
Free extension shows estimated sales on any Etsy listing
Paywall the money numbers + add email marketing
$19.99-69/mo subscriptions across 900K sellers
02The numbers
$5M
ARR (bootstrapped)
founder pod
900K+
sellers on platform
everbee.io
$0
outside funding
founder pod
ARR is founder-stated on a podcast, not audited; an older third-party estimate puts revenue nearer $3M. Nuoptima podcast
0 to about $5M ARR in roughly 2 years, no funding.
03Weight class — CENTStap an axis
ControlEntryNeedTimeScale
Control Low
Core data is scraped from Etsy and the add-on lives in Chrome's store — both can pull the rug at any time.
04The key move
Paywall the number.
The extension is free, but hides the one number sellers crave: estimated sales per listing. Reach 900K installs on 'free,' then charge $19.99-69/mo to reveal it. The tool is bait; the data is the product.
fact
The counter-intuitive move
But free users who never convert cost servers, and the trick only works while Etsy stays scrape-able and sellers trust the estimates.
our read
05Where the moat is
The moat is distribution and habit, not deep tech.
900K installs — the default Etsy research toolData model sharpens with scaleLives inside Etsy — a daily habitResearch + email lifts switching cost
06How it diesmedium confidence
Built on rented land. It reads Etsy's public data via a Chrome add-on — Etsy can choke the data or block it, Chrome can delist it. If the Etsy gold rush cools or the estimates lose trust, the tool withers. our read
Show evidence · counter
Evidence: Etsy keeps per-listing sales private and polices scrapers; sellers already complain estimates run high on low-volume listings.
Counter: EverBee has spread to Amazon and Shopify and added email marketing (an owned channel), softening pure Etsy dependence; 900K installs are sticky.
07Against rivals
EverBee$0-69/mo
eRank$6-10/mo
Marmalead$19/mo
Alura$14-50/mo
EverBee's free tier plus 900K installs make it the default; eRank leans SEO, the others are pricier or smaller. Prices approximate. our read
08Who uses it
Etsy sellersPrint-on-demand sellersDigital-download creatorsAmazon/Shopify sellersPOD side-hustlers
Would it work for you?
You can build the pickaxe cheaply — but do you own the seam it digs, or does a platform?
EverBee digs on Etsy's land. Would your data sit on land you rent, or own? We don't score you — you answer.
🚀Use it as a launchpada prompt for your own AI
Copy → paste into your AI → then develop it freely in the conversation.
You are a sharp, honest startup strategist. Use the proven case below as a launchpad for MY idea — help me find my own angle, not copy it. <my_profile> Domain I know: [your domain] My unfair advantage (access/audience): [your edge] Interests: [your interests] Resources & goal: [your resources] · [your goal] </my_profile> <case name="EverBee" model="data"> What it does: A free Chrome extension that estimates any Etsy listing's monthly sales and revenue, then charges to unlock the full data and email tools. Why it won (moat): 900K installs, brand as the default Etsy research tool, and a data model that sharpens with scale. Weakest axis (CENTS): Estimates aren't real sales (about 80% accurate) and the whole product depends on Etsy staying scrape-able. How it could die: Etsy blocks the add-on or cuts data access, or the Etsy seller boom cools — and the tool loses its reason to exist. </case> <task> Be a skeptical operator, not a cheerleader. No generic startup platitudes. If my angle is weak, say so plainly. First, a reality check: markets like this mostly fail. State the honest base rate (how crowded/hard is this?) and the ONE specific thing that would have to be true for ME to be the exception — grounded in my profile above. Then a compact table: - Fit — does this pattern suit my edge, or fight my gap? - Angle — my sharpest differentiation vs EverBee (concrete, not "better UX") - Distribution — exactly where my first 100 users come from (this is the hardest part — be specific, not "content marketing") - Risk — its "how it dies" (above) in MY situation Finish with one line: "The single thing to do next." Use only the facts above; if data is thin, say so — never invent numbers. Then stay with me and go deeper on whatever I ask — tech stack, rough cost & time, the smallest MVP to test, pricing, or timing. </task>
✓ Copied — paste into your AI
👤Placeholders like [your domain] auto-fill from your profile — example values for now.Set up profile →
Sourcesupdated · daily
Revenue ($5M ARR, bootstrapped, no funding) is founder-stated on the Nuoptima podcast — first-party but self-reported and unaudited; an older third-party estimate (prospeo) puts revenue near $3.08M, so treat $5M as a founder claim, not a confirmed figure (not independently confirmed). The 900K-user count is EverBee's own marketing. The sales numbers the product sells are ESTIMATES (about 80% accurate by EverBee's own claim), not real Etsy data. Founding year (about 2021) is inferred from the "2 years to $5M" timeline, not confirmed. No fabricated drama: this won on distribution, a free tier, and picking a hot niche. The platform-dependency risk is structural but not yet realized. We never score you.