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in two minutes.
Connect Shopify. Carve scores every product, rewrites what's invisible, and pushes it back — you approve before anything ships.
Optimized in less than 2 minutes.
Connect your catalog and your analytics.
Every product scored and rewritten where it falls short.
See the diffs. Push to your store in one tap.
Re-runs weekly. Alerts when scores drift.
How the scoring actually works.
Every score is the answer to one of three questions. Same three questions every agent asks before recommending.
Can the agent tell what this is?
Someone asks for a "warm fleece vest for the office." Your title says "Better Sweater Vest - New Navy." No brand, no material, no use case. Impossible to identify and match.
What the agent sees
title
Better Sweater Vest - New Navy
product_type
Vests
brand
missing
No brand. No material. No category depth. The agent has no way to match this to "warm fleece vest for the office."
Can it answer the buyer's question?
The agent found your vest. Now the customer asks: "Is it warm enough for autumn?" Your description says "go-to fleece for cool-weather layering." That's marketing copy, not an answer.
Customer asks
"Can I wear this to the office?"
All the agent has
description
"Our go-to fleece vest for cool-weather layering. Made from recycled polyester with a sweater-knit face and fleece interior. Full-zip front, zippered pockets, and a clean finish that works as well in the office as on the trail."
No specs. No Q&A. No structured data. The agent can't answer confidently, so it moves on to a product that can.
When three match, why pick yours?
Three vests found. All can answer questions. Now the agent picks one. Recycled materials, Fair Trade certified, works over a button-down. If that's not in your data, the agent recommends whoever made it easy.
Agent is comparing
Patagonia Better Sweater
Your product
Arc'teryx Covert Vest
Recycled, Bluesign certified, temp rated, office-ready
North Face Gordon Lyons
Fleece, machine washable
Your product has the features. Your data doesn't say so. The agent picks the one whose data makes the decision easy.
Your catalog, transformed.
A customer asks an AI agent for a "warm fleece vest I can wear to the office." Both feeds describe the same product. Only one gives the agent enough to recommend it.
title
Better Sweater Fleece Vest - New Navy
description
Our go-to fleece vest for cool-weather layering. Made from recycled polyester with a sweater-knit face and fleece interior. Full-zip front, zippered pockets, and a clean finish that works as well in the office as on the trail. Fair Trade Certified sewn.
product_type
Vests
material
Recycled Polyester
Q&A
empty
title
Patagonia Better Sweater Fleece Vest - New Navy
description
Overview
The Patagonia Better Sweater Fleece Vest is a midweight fleece vest with a sweater-knit face and soft fleece interior, made from 100% recycled polyester. The full-zip front features an internal wind flap, with two zippered handwarmer pockets and one internal chest pocket. Raglan sleeves provide range of motion for comfortable layering.
Sizing & Fit
Regular fit, designed for layering over a base layer or button-down without excess bulk. Raglan sleeves keep the shoulders clean. Weight: 312 g (size M).
Care
Machine wash at 30°C, gentle cycle. Tumble dry on low heat. Do not use fabric softener or bleach.
Ideal For
Suited for cool-weather layering during outdoor activities or everyday wear. The sweater-knit face gives it a clean look appropriate for office or business casual settings, while the fleece interior provides warmth for hiking, commuting, or travel.
product_type
Apparel & Accessories > Clothing > Outerwear > Vests
material
100% Recycled Polyester
Q&A
Is this warm enough on its own for autumn?
Works well as a standalone down to about 10°C. Below that, layer it over a base layer. The fleece is midweight, so warm without bulk.
Can I wear this to the office?
Yes. The sweater-knit face looks clean enough for business casual. Doesn't read as outdoor gear the way technical fleece does.
How does it fit over a button-down?
Comfortable over a dress shirt or base layer. Raglan sleeves keep the shoulders clean without bunching.
Will this hold up to regular washing?
The recycled polyester is durable through repeated wash cycles. Machine wash at 30°C, tumble dry low. Skip the fabric softener to maintain the fleece texture.
Set it. Forget it.
Weekly optimization. Carve monitors your catalog, detects when AI platforms change their ranking signals, and surfaces new optimization opportunities automatically.
- Weekly automated runs
- Alerts when scores drop
- Trend tracking over time
Your competitors are already optimizing for AI. Are you?
Free to start. Two minutes to your first scores. No credit card.