For independent jewelry & accessory designers

Know your hero piece
before you make it.

Upload 3–5 designs. We rank them against each other — blind, unbiased, no flattery. So you produce the right piece first.

Private by design — your files live only in your workspace.

Trust the ranking, not a compliment. Every benchmark is calibrated on what buyers actually buy — so the call you get is one you can bet a batch on.

BlindDesigns judged without names, brands or faces. Only the work speaks.
SwappedEvery pair compared twice, in reversed order. Flattery cancels out.
CalibratedTuned on real purchase behavior — what buyers kept, returned, and reordered.

Built by an operating fashion & accessories house — 5 years selling direct, 380,000 repeat customers.


Why not just ask ChatGPT?

An LLM is the engine.
We are the race, the judges, the scoreboard.

You + ChatGPT

“Is this design good?”

“Absolutely — it’s stunning! Elegant, on-trend, your customers will love it. A definite winner! ✨”

Flattery, every time. Alone, one design gets praised into a false positive.

You + AtelierBench

Design C1
Design A2
Design B3
Design D4

A ranking, not a compliment. We compare every pair twice, in swapped order — bias cancels, real preference survives.


Why AtelierBench

What makes it different.

Not features for the sake of features. Five reasons an independent jeweler reaches for this instead of a blank chat window.

Private by design

Your work stays yours

Uploads live only in your private workspace. Never shared, never trained on, never shown to another designer. The fear of being copied ends here.

Calibrated on real customers

Built by operators

Our method is tuned against real purchasing behavior from 380,000 repeat customers of our own fashion & accessories house — not textbook taste.

Ranking, not flattery

A real order, not a compliment

We compare your designs pairwise, in swapped order, across a synthetic buyer panel. What survives bias is genuine preference.

Built for jewelry

Five dimensions that matter

Market pull, wearability, makeability, retail presence, shareability — scored for commercial jewelry, not generic “design.”

One batch, one call

Don’t bet metal on a guess

Small batches. One wrong piece costs metal, money, a season. We help you make the right one first.

Yours to keep

A report you own

A ranked, exportable PDF across all five dimensions. No lock-in, no subscription trap — you keep the call.


How it works

Three quiet steps.

  1. 01

    Upload your cohort

    3–5 designs, plus the basics: metal, price, who it’s for.

  2. 02

    We compare

    A synthetic buyer panel judges every pair — blind, in swapped order.

  3. 03

    You decide

    A ranked report across five dimensions. Export as PDF. You keep the call.


Pricing

Pay for the call,
not the subscription.

Your first bench test is on us. After that, pay per cohort — or subscribe only if you drop collections often.

Start here

First Test

Free

  • 1 bench test · up to 5 designs
  • Full ranked report
  • No card required
Open workbench
For frequent drops

Studio

$29 / month

  • 4 bench tests monthly
  • Priority buyer panel
  • Archive of every report
Subscribe

Teams & design schools: hello@atelierbench.com. Refunds any time before a test runs.


Made for independent ateliers

You work in small batches. One wrong piece costs metal, money, and a season. AtelierBench is the honest second opinion a friend can’t give you — they’ll just say it’s lovely.

Private by design. Your work stays yours. Uploads live only in your private workspace: never shared, never trained on, never shown to another designer. The fear of being copied ends here.


Get started

Run your first bench test.

We’ll run one cohort on us. See exactly what AtelierBench sees.

Or email hello@atelierbench.com