Every product page is a salesperson.
Most of yours are showing up half-dressed.
Incomplete titles, missing attributes, thin descriptions — every gap is a sale that goes to someone else's listing.
No plugin. No permissions. Nothing to install.
Works with Shopify · Exports to Amazon · Built for fashion brands
You don't have a traffic problem. You have a data problem.
~70% of returns
come down to size and fit — the exact attributes most catalogs never publish at SKU level. Every return is a sale you already made and paid to undo.
PIM is the backbone
Coresight's 2026 framework for fixing apparel returns names three pillars: size and fit standards, product information management to keep data structured, and a product page that communicates it. We are the second one.
AI agents penalize bad data
Per Coresight, agents rely on structured, machine-readable data to evaluate and recommend products, penalizing brands with inconsistent or incomplete information — retailers with poor data quality risk losing visibility.
Your competitor's product isn't better. Their data is.
What “we'll fix the catalog later” actually costs.
200 orders × 23.4% returned × 70% size & fit =
33 returns
a month
$2,805 in merchandise sent back every month — caused by information your product pages don't carry.
$33,660 a year.
Estimate based on published apparel benchmarks. Your free scan replaces these with your actual catalog.
Show me my numberReturn rate & size/fit share: Coresight Research + Alvanon, “Shifting the Size and Fit Paradigm” (2026) — 23.4% US online apparel return rate; ~70% driven by size and fit. Coverage →
Market context: NRF & Happy Returns, “2025 Consumer Returns in the Retail Industry” — US retail returns $849.9B, 15.8% of annual sales, 19.3% online.
Understand.
Paste a URL. Get a verdict.
We score every product against 35+ fashion-specific data checks and each channel's real requirements. No install, no permissions.
Enrich.
From photo to complete listing.
Our AI reads your product images and writes the missing attributes, tech sheets, titles and descriptions — in your brand voice, consistent across the whole collection. You approve, it learns.
+9 attributes extracted from 4 photos
Distribute.
One catalog, every channel.
Validated exports for Shopify and Amazon Apparel, or publish straight back to your store. Marketplace-ready without the marketplace migraine.
The same product. Twice the salesperson.
Before
Dress — SS24 SLP-091
“nice dress, silky material, great for parties, one size”
After
Sand Slip Midi Dress in Washed Silk
Bias-cut midi slip in fluid washed silk with a delicate cowl neck and adjustable straps. Fully lined.
Demo transformations from our reference catalog — your scan shows your own products.
Brands don't need convincing. They need the report.
291
products scanned
55/100
avg. catalog score
35+
fashion data checks
products scanned & average score are live from free scans
35+ checks, built from the published listing requirements of Shopify and Amazon Apparel — not our opinion of what a good listing looks like.
Validated against each channel's live spec · re-checked on every scan
What you're probably thinking.
“I can do this with ChatGPT.”
You can write one description. Now do 400 — with consistent attributes, validated against Amazon's apparel schema, exported as a flat file. That's not writing. That's operations.
“My catalog is fine.”
Maybe. The scan is free and takes 60 seconds. If you're right, you've lost a minute. If you're wrong, you've been losing a lot more than that.
“I'll fix it when we're bigger.”
Every week the catalog stays broken, the ad spend, the returns and the invisible filtered searches keep billing you. Broken data doesn't wait for you to scale. It scales with you.
Cheaper than one lost customer a month.
Starter
$49/mo
$1.63 a day to stop the leak.
- ✓1 store
- ✓Up to 300 active products
- ✓500 generation credits/mo
- ✓CSV export — Shopify + Amazon templates
- ✓Publish back to Shopify
Growth
$99/mo
- ✓Everything in Starter
- ✓Up to 1,000 active products
- ✓2,000 generation credits/mo
- ✓Priority processing
Studio
$249/mo
- ✓Everything in Growth
- ✓Up to 5,000 active products
- ✓3 stores
- ✓6,000 generation credits/mo
- ✓API access
14-day money-back guarantee · no free trial of paid tiers — the free scan IS the trial
Questions, answered.
What counts as a generation credit?
One credit = one AI operation on one product: an attribute extraction from photos, or a full content generation (title, description, bullets, tech sheet, SEO meta). Most products need two credits to go from raw to publish-ready.
How do you access my store?
The free scan reads only your public catalog — no login, no plugin. To publish back to Shopify you create a private access token in your own admin (we walk you through it) with product read/write scope only. You can revoke it anytime.
Do you use my catalog to train AI models?
No. Your products and images are used only to generate your own listings. We don't train any models on your data, and the examples your brand profile learns from stay private to your account.
What if my store isn't on Shopify?
The free scan works on any public catalog. Full import and one-click publish are Shopify-only today, with WooCommerce and other platforms on the roadmap — and validated CSV exports work for every channel in the meantime.
What if the AI gets something wrong?
Every AI-generated field is editable, and nothing publishes until you approve it. Your corrections feed back into your brand profile, so it gets more accurate on your catalog over time.
Can I cancel anytime?
Yes. Plans are month-to-month, cancel in one click from billing. Your exports are yours to keep.
What's the refund policy?
14-day money-back guarantee on your first subscription payment, no questions asked. The free scan is the trial — you'll know exactly what you're getting before you pay.
How is billing handled?
Card payments processed by our merchant of record. Taxes are handled automatically; invoices land in your inbox.
Still not sure? hello@pimfy.app.
