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Schema Audit

Can shopping agents read your product data? Check your schema.

AI shopping agents parse structured data before they parse prose. If your schema is incomplete, shopping agents fill in the blanks — or skip your product entirely. Install the StoreSteady app to find metafields and attributes that exist in your store but never reach your schema.

Audit my schema
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What we check
Do your product pages publish Product, Offer, and merchant policy signals clearly?
Are price, availability, and identifier details consistent enough for AI and Google to trust?
Are FAQ and policy details marked up where AI agents can parse them quickly?
Are key product attributes missing from the schema your storefront exposes?
Storefront checks
The audit checks the structured fields AI shopping agents read first, before they trust the rest of your page.
How it works

Audit the markup AI shopping agents read

1

Scan the page that matters most

Start with a product URL, collection page, or homepage. We inspect the structured data your public storefront serves.

2

Compare visible content against the markup

The scanner looks for missing product fields, weak offer details, and policy markup gaps that create trust issues.

3

Get a fix brief ranked by impact

You see which schema fields matter most for AI visibility, Merchant Center alignment, and buyer confidence.

Why schema breaks visibility

Three schema issues that make AI agents second-guess your products

AI agents move fast. When the underlying markup is incomplete or inconsistent, they stop trusting the page.

01

Thin product identity

Missing brand, category, variant, and identifier fields make it harder for AI agents to understand what the product is and when to show it.

02

Offer details that drift from the page

When price, availability, or shipping data in structured markup does not match the visible page — or what is actually true in your Shopify catalog — AI agents treat the offer as unreliable.

03

Missing support schema

FAQ, return policy, and shipping details often live in copy alone. Without structure, AI agents cannot extract those answers confidently.

Fix guides

Common issues and fix guides

Use these help articles when you want the step-by-step fix path behind the scan.

Related reading

Read the schema playbook

Audit your markup

Find the fields AI shopping agents read before they read your copy

Run the free schema audit to surface the missing product, offer, FAQ, and policy signals keeping your markup from doing its job.

Check product and offer coverage on real storefront pages.
Spot mismatches between visible copy, structured data, and your Shopify catalog.
See which missing fields are most likely to limit AI visibility.
Audit my schema
Start with the free scan and see which product schema fields shopping agents look for but cannot find on your store.
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