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Report
Placeholder: Category Benchmark Report, Home & Kitchen
Placeholder summary. Ranking distribution, ad efficiency, and conversion averages across the category.
Coming soon
Insights
Data on Where Amazon Search Is Actually Heading
Original research from our own audits and tracking, category benchmarks, Rufus Visibility Score trends, and how AI shopping assistants are changing what ranking means. Not advice, data.
Category benchmark reports
Ranking, ad spend, and conversion averages by category, drawn from the accounts we audit.
Rufus Visibility Score trend reports
How visibility scores move over time across our 66-question, 7-category framework.
AI-search citation studies
How often and how brands get surfaced by ChatGPT, Gemini, and AI Overviews.
Platform policy and algorithm change breakdowns
What changed on the platform, what the data shows, and what it moved.
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Data
Placeholder: Rufus Visibility Score Trends, Q1
Placeholder summary. Quarterly movement in visibility scores across seven audit categories.
Coming soon
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Report
Placeholder: AI-Search Citation Study, Consumer Brands
Placeholder summary. How frequently brands appear in AI assistant answers and what drives inclusion.
Coming soon
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Data
Placeholder: Sponsored Products Efficiency Benchmarks
Placeholder summary. Aggregate ad efficiency ranges by category and catalog size.
Coming soon
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Report
Placeholder: Platform Policy Change Breakdown
Placeholder summary. What changed in platform policy and how affected accounts responded.
Coming soon
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Data
Placeholder: Listing Attribute Coverage Across 100+ Accounts
Placeholder summary. Which listing attributes are most often incomplete and where that costs visibility.
Coming soon
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