Get recommended by AI shopping agents — not your competitor.
AI assistants now decide which products shoppers see. Preferd scores how well they can understand, trust and recommend each of your products, fixes the weak spots in one click, and proves the lift.
From invisible to recommended
- 1
Audit your catalog
Score every product 0–100 on how well AI agents can understand and recommend it — across content and technical signals — and see exactly what to fix first.
- 2
Optimize with one click
Preferd rewrites weak titles, descriptions, tags, image alt text and SEO meta, applies them to Shopify, and re-scores automatically.
- 3
Prove the lift
Watch the GEO score rise, track whether AI assistants actually recommend you, and benchmark against your sector over time.
Why merchants choose Preferd
- A score you can trust
Two pillars, nine criteria, fully deterministic. No black box — you see precisely why a product scores the way it does.
- Proof, not hope
Every optimization shows the real before → after lift, and you can revert any change in one click.
- Measured visibility
See whether a real AI assistant recommends your store for buyer queries — and your share of voice versus rivals.
See your store's GEO score in minutes
Run a free audit and find out how AI shopping agents see your catalog today.
Install Preferd free