Turn product research into a listing plan.
Draft from buyer research. Check every product claim before publishing.
Keep research and product facts in view.
A Voice Map from Category Scan, a Voice Profile from Product Scan, your Product Profile with verified specifications, and the target marketplace.
Review source context before using buyer language in your copy.
- Buying criteria
- Objections
- Comparison anchors
- Use cases
- Outcomes
- Language patterns
- Products
- Companies
- Features
The Voice Profile adds product weaknesses, competitive advantages, unmet needs, sentiment drivers and reviewer consensus.
Review the draft before you publish.
Review the strategy, title, bullets and competitive claims against all three inputs.
A draft does not guarantee an AI recommendation. A later check shows recorded answers, without proving a content effect.
Everyday backpack / listing plan excerpt
Buyer criterion: keep clothes apart from work gear. Check the Voice Profile for a supported unmet need, then lead with compartment separation only if your Product Profile confirms it.
Before you create a draft
Review the cost and what a later check can tell you.
Does this change my visibility score?
The composite score is unavailable pending calibration. A re-check shows changes in recorded answers, without proving that your content caused them.
What is the credit cost?
Listing Attack Plans use 2 credits per generation. Scans and product checks have separate costs.
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.