Etsy's algorithm buries discovery-stage makers under shops with 50,000 reviews. Fern finds the makers who deserve to be discovered — before everyone else does.
Describe what you're looking for — the feeling, the person, the occasion. "A gift for my mom who loves plants and earthy things." She gets it.
Live Etsy API. Filtered for discovery-stage makers — sellers with under 500 sales who've proven their craft but are invisible in search. The most creative, uncompromised work lives here.
Badges tell the real story — 💎 Hidden gem (under 20 sales), 🌱 New shop, ✋ Handmade. Filter by price and how early-stage the maker is.
Every card is a live Etsy link. Your money goes straight to the maker. Save your favorites. Share your gem list. Support the little guys.
Etsy's front page rewards ad budgets and review history. The emerging maker with 8 listings and extraordinary work is on page 12. Fern goes there first.
Every search surfaces shops under 500 sales first. Slide the filter down to find sellers with fewer than 20. You might be one of their first customers — that's a story worth telling.
Fern has a big heart. She listens. Tell her about the person, the occasion, the feeling — she does the rest. No keyword gymnastics required.
Heart the ones you love, build your gem list, share it with friends — they'll open live Etsy links and can shop directly.
Price, shop size, handmade-only. Drag the sales count down to find truly undiscovered work — sellers with fewer than 20 sales.
Shops with fewer than 20 sales. You might be one of their first customers ever — that's not just a purchase, that's a turning point for someone.
Under 20 salesJust opening. The work is most creative before the algorithm shapes what they make.
Under 50 salesMade by the seller themselves. Packed by the same hands that made it.
Maker-verifiedUnder 200 sales. Real people, real studios, real care in every piece.
Under 200 salesIf you have fewer than 500 sales, you're a discovery-stage maker. Etsy's algorithm works against you every single day. Shops with history, ad spend, and review volume get the placement. Not because they're better — because they've been there longer.
Fern is built entirely to fix that. Every buyer who comes here is specifically looking to support independent makers. They want to find someone exactly like you.
Join the waitlist. Be among the first sellers featured when Fern launches. 60 seconds.
No spam, ever. We'll reach out when Fern is ready for sellers — and not before.
Thank you, — we'll be in touch when Fern is ready for sellers. You'll be one of the first featured. Watch your inbox.
Fern was built because discovery-stage makers — the ones with proven craft but under 500 sales — are invisible in Etsy search. Not because their work isn't good enough. Because the algorithm rewards history, not quality.
She's an AI shopping guide — but her personality is modeled on something deeply human: a love for innovation that never comes at the expense of the people innovation is supposed to serve.
Fern has a big, open heart. She's resilient. She's mission-driven. And she genuinely gets excited when she finds something extraordinary from a shop with 12 sales that nobody has seen yet.
When you tell Fern what you're looking for, she doesn't just search — she listens. Is it a gift? For someone going through something hard? A treat for yourself? That changes everything about what she finds and how she talks about it.
Every search Fern runs is a small act of advocacy. She thinks that matters. So do we.
Free for buyers. Always. Open the widget in the corner and tell Fern what you're looking for.