Check the product. Research the next edit.
Start with one product URL, with no store connection. Add buyer research when you need content inputs.
Find the questions a category brings.
Category Scan: 5 credits for a Voice Map.
A Category Scan organizes buyer questions, concerns and comparisons into a Voice Map. Use the research to choose what your product page needs to explain.
Voice Map, Voice Profile and Product Profile
- Voice Map
- Category buyer research from a Category Scan, organized into buying criteria, objections, comparisons, use cases and other entity types.
- Voice Profile
- Buyer research for one product from a Product Scan, including reported strengths, weaknesses and unmet needs.
- Product Profile
- Your product facts, such as specifications and features. These facts ground claims in a draft and are separate from buyer research.
Everyday backpacks
- Entity type
- Buying criteria
- Buyer concern
- Separate space for work gear and gym clothes
- Source context
- Review the linked conversation and its collection date in your scan
- Draft direction
- Explain the compartments using verified product facts
Read what buyers say about one product.
Product Scan: 8 credits for a Voice Profile.
A Product Scan returns buyer research about one product. A Listing Attack Plan combines that Voice Profile with a Voice Map and your product facts.
- Reported strengths
- Check which uses buyers describe
- Reported weaknesses
- Read the source and the product context
- Unmet needs
- Compare the need with your verified specifications
- Product Profile
- Keep your own product facts separate from buyer reports
Choose the draft you need.
Six content types, each with its own credit cost.
Choose an output from your buyer research, then review its product claims. You publish through your existing tools.
- Product Listings1 credit
- FAQ Sections1 credit
- Social Proof Highlights1 credit
- Blog Posts2 credits
- Buying Guides2 credits
- Listing Attack Plans2 credits
A sourced draft still needs your review.
Research supplies context, not a recommendation guarantee.
A re-check shows changes in recorded answers, without proving that your edit caused them. The composite score is unavailable pending calibration.
- Sources
- Read the context behind each buyer entity
- Product facts
- Remove claims your specifications do not support
- Re-check
- You start it, using the same frozen product questions
Before you take the next step
Read how research, drafts and checks fit together.
Why pay for this if I already use an AI writer?
A Category Scan produces a Voice Map. A Product Scan produces a Voice Profile. Generation uses buyer research to draft content for review. Inspect the buyer research that informs the draft.
Does this step prove a content effect?
A re-check shows what changed in the recorded answers. It does not show that your content caused the change.
Start with your product URL.
Try a free check, then plan your paid work.
- 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.