Reports

Pricing, visibility, and digital shelf research from observed online data. Open a report to see what is inside, then get the full file.

What is a price index report?

A price index tracks how average online prices move over a period, by category and market. It shows whether a shelf got more expensive or cheaper, and which categories drove the change. The figures come from observed retailer prices, not from a retailer’s stated strategy.

What is a visibility report?

A visibility report looks at the first page of search for popular keywords. It compares organic results, which earn their place, with sponsored placements, which are paid. That shows where ads are taking the spots shoppers see first.

What is an AI-ready shelf checklist?

The checklist is a guide, not a market dataset. It walks through the product-page signals AI tools use to find, compare, and recommend a product: content, attributes, price, availability, reviews, Q&A, search, and consistency across retailers.

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