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Supervised AI

AI that shows its work.

Preview, edit, and approve every AI change before it reaches a channel.

How approvals work →
AI in the platform

AI title optimization

Rewrites titles to each channel's query patterns. You approve before anything publishes.

AI categorization

Maps every SKU to each channel's taxonomy — no manual browse-node work.

Feed audits

Flags weak attributes and missing fields before the channel does.

The AI Shelf

How ChatGPT, Gemini, and Perplexity read your catalog — and what gets products cited.

ChatGTP Feed

Get found on the world's most popular AI platform

Perplexity Feed

List your products on Perplexity Shopping

AI resources
  • FeedPilot overview →NEW
  • Approval workflow →
  • AI feature FAQ →
  • Learn about AI Shopping →
Customer story
CARIBSHOPPER
One catalog, every channel in sync

Service felt like a direct extension to our marketing team.

Kadion Preston · Founder and CEO

Read the story →
Start here

How it works

One product source, shaped to each channel's spec — and kept current.

See the pipeline →
Optimize
  • Rules engine
  • Feed optimization
  • Categorization
  • Custom labels
Prevent
  • Feed audits
  • Error prevention
  • Disapproval alerts
  • Feed monitoring
Syndicate
  • 40+ channels
  • Near-real-time updates
  • Order sync
  • Inventory sync
Connect
  • 200+ integrations
  • API access
  • Shopify
  • BigCommerce
By platform
  • Shopify
  • BigCommerce
  • WooCommerce
  • Adobe Commerce
  • Wix
  • See all platforms →
By channel
  • Google Shopping
  • AmazonAmazon
  • meta-iconMeta
  • tiktok-iconTikTok Shop
  • Walmart
  • See all channels →
By team
  • In-house ecom teams
  • Agencies
  • Enterprise
Featured

Managed service

Our team runs the feeds. You run the business.

FeedPilot™NEW

A curated library of prebuilt rules.

Learn
  • Blog
  • The AI Shelf
  • Feed Forensics
  • Connections guides
  • Channel requirements hub
Tools
  • Feed Xray
  • Feed Scorecard
Company
  • Why GoDataFeed
  • Customer stories
  • About
  • Support & docs
  • Contact
Customer story
OTRUSA
One catalog, every channel in sync

Very efficient and well-designed.

Leo Linthong · Ecommerce Manager

Read the story →
GoDataFeed
Start here
  • How it works
Optimize
  • Rules engine
  • Feed optimization
  • Categorization
  • Custom labels
Prevent
  • Feed audits
  • Error prevention
  • Disapproval alerts
  • Feed monitoring
Syndicate
  • 40+ channels
  • Near-real-time updates
  • Order sync
  • Inventory sync
Connect
  • 200+ integrations
  • API access
  • Shopify
  • BigCommerce
AI in the platform
  • The AI Shelf
  • AI title optimization
  • AI categorization
  • Feed audits
  • ChatGPT Feed
  • Perplexity Feed
AI resources
  • FeedPilot overviewNEW
  • Approval workflow
  • AI feature FAQ
  • What AI never touches
By platform
  • Shopify
  • BigCommerce
  • WooCommerce
  • Adobe Commerce
  • Wix
  • See all platforms →
By channel
  • Google Shopping
  • Amazon
  • Meta
  • TikTok Shop
  • Walmart
  • See all channels →
By team
  • In-house ecom teams
  • Agencies
  • Enterprise
Featured
  • Managed service
  • AI Feed Optimizer for WixNEW
Learn
  • Blog
  • The AI Shelf
  • Feed Forensics
  • Connections guides
  • Channel requirements hub
Tools
  • Feed Xray
  • Feed Scorecard
Company
  • Why GoDataFeed
  • Customer stories
  • About
  • Support & docs
  • Contact
Pricing
Book a demoSign in
Feed Readiness

Product Feed Readiness Scorecard

Channels don't reward the prettiest catalog — they reward the cleanest, most compliant feed. Score your feed against the rules Google, Meta, Amazon, TikTok, and Walmart actually enforce, and find out exactly where you're leaving revenue on the table. Free, no signup, and it runs entirely in your browser.

Score my feed →Or have us audit it
5
Readiness dimensions
100
Point scoring framework
26
Testable criteria
5
Channels covered

The rules of channel visibility just changed

Channels don’t surface your best-looking product page — they surface your most machine-readable feed. For multi-channel teams, that gap quietly compounds into real lost revenue.

Disapprovals happen silently

Channels reject products before a shopper ever sees them. Most teams find out weeks later in a flat performance report — not at the source.

Drift spreads across thousands of SKUs

As variants get added, copy gets edited, and platforms get connected, fields go missing, attributes desync, and policy risk creeps in at scale.

One-off catalog edits don’t fix the real problem

Feed readiness is a structural and governance issue — not a content issue. The fix has to happen at the data layer to actually stick.

Or skip the worksheet

Don’t want to score it yourself?
We’ll audit your feed for free.

Hand us your feed URL or the platform you sell on. A GoDataFeed feed specialist will run the same scorecard above against your live data and send you a detailed report — including the likely disapprovals, policy risks, and revenue gaps we find.

  • Real product-level findings, not generic advice
  • Channel-specific compliance gaps (Google, Meta, Amazon, TikTok, Walmart)
  • Prioritized fix list — what to do first and why

Request your free audit

No credit card. No commitment. Reply within 2 business days.

By submitting, you agree to GoDataFeed’s privacy policy.

What it checks

Five readiness dimensions, 26 criteria

The scorecard is free, needs no signup, and runs entirely in your browser. It grades a product feed across five weighted dimensions: Required Fields and Channel Compliance (30 points), Title and Description Quality (20 points), Product Identifiers and Trust Signals (20 points), Image and Asset Readiness (14 points), and Feed Hygiene and Optimization (16 points). Score each of the 26 criteria from 0 to 2 and the tool converts the total into a 0 to 100 readiness score with a letter grade for Google Shopping, Meta, Amazon, TikTok Shop, and Walmart.

Questions

Feed Readiness Scorecard FAQ

How is the scorecard calculated?

Score each criterion 0–2 and multiply by its weight; the weights add up to 100 points (pick a channel and only its criteria count, scaled to 100). The 26 criteria are grouped into five readiness dimensions.

Do I need to connect my feed or create an account?

No. The scorecard is a self-assessment that runs entirely in your browser — nothing is uploaded and no signup is required.

Which channels does the scorecard cover?

Google Shopping, Meta (Facebook and Instagram), Amazon, TikTok Shop, and Walmart. Pick one channel to highlight its criteria, or score against all five at once.

What counts as a good score?

90+ is channel-grade, 75–89 is strong with gaps, 60–74 usually means you are leaving revenue on the table, and below 60 suggests your feed is quietly underperforming or being suppressed.

How do I know if my feed is ready for Google Shopping?

Score 90 or above and your feed is channel-grade. 75 to 89 means you are strong but have gaps worth closing. 60 to 74 usually means you are leaving revenue on the table. Below 60 signals your feed is quietly underperforming or being suppressed, on Google Shopping and on Meta, Amazon, TikTok, and Walmart alike.

Can GoDataFeed score my feed for me?

Yes — request the free audit and a feed specialist runs the same scorecard against your live feed data, then sends a prioritized fix list within 2 business days.

Keep going

More free feed tools

Feed X-RayDrop your product feed and get an instant in-browser scan: risk score, per-channel grades, and a remediation roadmap.Scan your feed →Disapproval DecoderPaste any channel disapproval message and get the plain-English explanation and step-by-step fix. 1,600+ codes across 9 channels.Decode an error →GoDataFeed vs FeedonomicsWeighing a managed feed provider? See the side-by-side on pricing transparency, rule ownership, and migration.Compare platforms →

Talk through your score

Got your grade?
Now raise it.

Book 30 minutes with the team. We will walk your scorecard answer by answer, show you which gaps actually move revenue, and leave you with a prioritized list, whether you work with us or not.

  • Your 26-point scorecard, reviewed line by line
  • The three changes that move your grade most
  • An honest read on DIY versus managed help

No commitment. A decent grade might just need a nudge.

Open the booking calendar →

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Book a score review
GoDataFeed

One product source. Clean, compliant listings on every destination — kept current automatically.

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