MC Lab AI Shopping Lab

Free Shopify product check

Check your product.
Know what to fix.

Find missing or conflicting Shopify product details. Get suggested fixes and recheck for free.

No email or payment required. Checks public product data and crawler rules; it does not test AI recommendations.

See an example report ↓ Explore the optional AI test ↓

01 / CHECK See what’s readable.

Paste a Shopify product URL to check its public product facts and crawler access.

02 / UNDERSTAND Find what needs fixing.

Get clear next steps for missing details or conflicting information, with the sources behind each finding.

03 / IMPROVE Recheck your changes.

Update your product in Shopify, then check the same URL again. Compare changes in this browser and save or share the result.

OPTIONAL · RECORDED AI SHOPPING TEST

Go beyond product data.

Test your product against natural buyer questions. See whether it appears, makes the shortlist, or gets recommended in a controlled API test. Read the recorded conversation and sources; this is not a consumer ChatGPT ranking.

RECORDED AI SHOPPING TEST 36 seconds
Illustrative demo. Your report contains your own recorded test.
Read the 36-second walkthrough

When AI makes a shopping shortlist, is your Shopify product in it? MC Lab Self-Check first understands your product and records a buyer brief. The buyer controller and shopping AI have a natural shopping conversation without private brand hints. Shopping AI searches and returns answers and sources. The controller chooses whether to explore, verify key unknowns, compare suitable options or stop based on the recorded evidence. Independent review checks for changed buyer needs or target identity leakage before a question reaches shopping AI. Product diagnosis separately records where your product first appeared, entered the shortlist or was recommended, with the questions, answers, sources and suggested next step. Start with a free product-data preview. After email verification, 1 complimentary Self-Check may be available; further recorded tests use paid credit packs. This film is illustrative, not a customer result. It represents a controlled API observation, with no guarantee of placement.

Verify your email for 1 complimentary AI test. Further tests use credit packs. A completed negative result is still a completed test.

How the recorded test works
  1. Understand the product and establish a buyer’s needs.
  2. Run a natural shopping conversation without private brand hints.
  3. Review the questions, answers and sources, then report the observed outcome and a next step.

Questions adapt to the captured evidence. Missing evidence is not proof of product absence, and no test guarantees recommendations, rankings or sales.

Start with a product-data check →

A useful first step

Questions, answered.

One product URL. A clearer view of your public product data.

How can I check whether AI can read my Shopify product?

Start by checking the public facts and access rules on the product URL. This free check reads those sources and flags missing or conflicting information. It cannot prove that a particular AI has fetched or recommended your product.

What can I fix with the free check?

Depending on the captured evidence, you may find missing product fields, conflicting prices or images, unreadable structured data, or crawler restrictions. Each suggested action points to the relevant Shopify setting or page source. A field not found here may exist elsewhere on your store.

Do I need an account or a credit card?

No. Check public product data, read the suggested fixes and recheck without signing up. A recorded AI shopping test is a separate, optional next step.

Why isn’t ChatGPT recommending my product?

Readable data alone does not establish recommendation. Buyer fit, competing products and the sources available in a particular conversation also matter. Learn how to separate readability from recommendation.

Recorded ChatGPT case · separate from Self-Check

A fitting product can still miss the shortlist.

This separately conducted case found that the product was readable, then absent from the natural buyer shortlist until the category was named.

Read the full case on geo.mclab.party →
Anonymous sleep product · sample result
“I sleep hot, want natural materials, no foam or latex, and prefer a heavy adjustable pillow. What should I consider?”

Target retrievable Yes

Entered shortlist No

Recommended No

OBSERVED GAP Category association

The product was readable, but it did not enter the natural buyer-led shortlist under the captured conditions.

A captured result is evidence from one recorded test—not a permanent ranking or commercial guarantee.

Professional review · not Self-Check

A professional diagnosis for one product

Professional review is a personalized, AI-powered $199 service: diagnosis, a source-ready brief, and a retest. It is separate from the free preview, the complimentary Self-Check, and credit packs.

Ask for professional review →