The software your store actually needs — tested, scored, compared.
We create real accounts and run the AI & e-commerce tools that Etsy, Shopify and Amazon sellers rely on — then show you the receipts. No pay-to-win rankings.
Latest lab reports
The 6 Best Etsy Product Research Tools in 2026 (We Actually Tested Them)
Fresh accounts on every free tier, same keywords, same day. Testing flipped the usual ranking — and one tool doesn’t even exist under its old name anymore.
EverBee vs eRank: We Ran Both on the Same Keywords
The two names every Etsy seller hears first — and the answer changed in 2026, because EverBee’s famous free feature quietly moved behind a paywall.
Alura’s rebuilt platform, reviewed properly
Alura shipped an entirely new beta platform in 2026 — every existing review describes an app that no longer exists. Our hands-on report is in progress.
We show our work
Real accounts, real screenshots
Every score comes from a fresh account we created and ran ourselves — screenshots and data from inside the product, not the marketing site. Tools we haven’t run are labeled, not guessed.
Scored on a fixed rubric
Ease of use, data accuracy, pricing fairness, support. Same rubric for every tool, so scores mean something.
Honest about the money
Some links earn us a commission. It never changes a score — our methodology and disclosure are public.