For Shopify stores

See how AI answers describe your Shopify product.

Start with one product URL, then use buyer research to plan the pages you control.

Product check

Read the answer behind the mention.

Read the answers to fixed shopping questions about one product. Inspect product mentions, competing products and cited sources before choosing an edit.

One product / fixed questions

Questions: 6 frozen questions
Engines: ChatGPT + Gemini + Perplexity
Collection: 3 waves, up to 54 answers
Evidence: Product mentions, competing products, cited sources

Charging and result limits

Product check: 3 credits, charged only when at least one engine completes all six questions across three waves. Composite score unavailable pending calibration.

Field guide, not a measured result or a customer example.

Buyer research

Choose a category or product view.

Research category buying criteria with a Voice Map, or product-specific concerns with a Voice Profile. Use the sources to decide what your product page, FAQ or supporting article should explain.

Research direction

Does this backpack have separate space for work gear and gym clothes?

Category Scan: 5 credits / Voice Map
Product Scan: 8 credits / Voice Profile

What the research supplies

A Voice Map groups category questions, concerns and comparisons. A Voice Profile organizes feedback about one product. Research does not supply the frozen questions used in a paid check.

Category research Product research

Illustrative buyer question, not a customer quote or observed finding.

Six content types

Pick the draft your product needs.

Turn verified specifications and buyer research into drafts for your store. Review and publish through your existing Shopify workflow.

Draft menu

Content credits are separate from checks and research.

Limits

Keep the result in context.

You choose where to publish and when to run another check. A change in recorded answers does not establish that a content edit caused it.

Before your next action

No store connection needed
Review sources and product facts
You start every re-check
No recommendation guarantee

Read the methodology

Read the methodology for the public evidence and measurement limits.

Next action

Start with your product URL.

Try a free check, then plan your paid work.

Check my product See plans Calculate credits

Choose your check

Free checker: ChatGPT only, up to 3 questions, no account, directional, 200/day sitewide.
Paid check: 3 credits. Charged only when at least one engine completes all six questions across three waves.
Trial: 7 days, 10 credits.

You start every re-check. Research and generation use separate credits.