Are your listings ready for COSMO and Rufus?
Amazon's latest AI updates—COSMO and Rufus—have changed how product listings are found, recommended, and ranked. Keyword stuffing won’t cut it anymore. You need listings that connect semantically to what real customers are asking.
This FREE COSMO/Rufus Readiness Report shows you:
See how COSMO evaluates your listing and which Rufus buyer questions your content can’t answer. Completely free. Results in 60 seconds.
Note: we analyze your public listing data only. No payment, no credit card, no spam. Already know you need a listing transformation?
Start here — from $30/ASIN.
AI Readiness measures how well your Amazon listing is structured for interpretation by Amazon's AI-powered discovery systems, specifically COSMO (the semantic knowledge graph) and Rufus (the AI shopping assistant used by 250M+ shoppers). It scores how completely your listing establishes the semantic relationships and answers the buyer questions these systems use to understand, evaluate, and recommend your product.
The COSMO/Rufus Readiness Report is ZonGuru's free diagnostic tool. It measures how your Amazon listing performs under COSMO and Rufus evaluation criteria — specifically, whether your content establishes the semantic relationships COSMO uses to map your product and whether it answers the buyer questions Rufus generates for your category.
Most Amazon listings were built for the A9 keyword era. They contain structural gaps that are invisible to traditional analytics but directly reduce visibility in AI-assisted discovery. The report identifies exactly which relationships are missing, which buyer questions go unanswered, and what to change — with specific evidence extracted from your actual listing content.
A listing can rank for hundreds of keywords and still miss the semantic relationships COSMO needs to recommend it. We've seen listings scoring 94% on Rufus Q&A but only 58% on COSMO Semantic Mapping — because answering buyer questions is only half the equation. Keyword analytics can't see these gaps. This report can.
Amazon projects over $12 billion in incremental AI-driven shopping revenue. Rufus mediates an expanding share of product discovery. Listings that score well under COSMO gain compounding visibility as AI-driven traffic grows. Listings that don't are falling behind — and most sellers have no way to measure it. Until now.
Your listing is evaluated across the semantic relationships and buyer questions COSMO and Rufus use to understand, compare, and recommend products. Here's what each dimension measures:
Does your listing establish the semantic relationships COSMO uses to connect your product to shopper intent — audience, function, use context, comparisons, complementary products, etc.?
Does your listing answer the specific buyer questions Rufus generates for your product category — material details, size specs, care instructions, compatibility, and more?
For each semantic relationship COSMO detects, is there enough contextual evidence — details, claims, real use cases — to confidently map your product?
Where does your listing rely on keyword-era optimization that COSMO doesn't reward and what specific relationships or buyer answers are missing?
For every gap identified the report provides your specific opportunity, including which audience to name, which comparisons to draw, and which use cases to add.
Over 250 million shoppers use Rufus to discover products. COSMO decides which listings get recommended. See where yours stands — free, in under two minutes.
Already know you need a transformation? Start here — from $30/ASIN
Enter your ASIN — any US or UK Amazon product listing. Provide the ASIN.
No account creation. No credit card required.
Your listing is mapped against COSMO's semantic relationships and scored on Rufus buyer Q&A coverage — with evidence extracted from your actual listing content.
Overall readiness score out of 100, semantic mapping breakdown with evidence for each relationship, Rufus Q&A results showing answered and unanswered questions, and specific optimization opportunities — delivered to your screen within minutes.
Your score out of 100 combines COSMO Semantic Mapping and Rufus Q&A Coverage into a single readiness rating. But the real value is in the breakdown — which semantic relationships are established, which buyer questions go unanswered, and where the highest-impact improvement opportunities are.
The average score across 5,000+ reports is 46.
The report doesn't just score — it shows the evidence extracted from your actual listing for each relationship, the exact buyer questions your listing answers or misses, and specific opportunities to close each gap.
Walk through a real report and see how COSMO Semantic Mapping and Rufus Q&A Coverage expose the gaps that keyword analytics miss.
The report identifies the gaps. What you do next depends on your resources, your catalog size, and how quickly you want to close them.
The Readiness Report is completely free. No credit card, no hidden upsell wall. You enter your ASIN, we analyze it against COSMO and Rufus evaluation criteria, and you receive your full report on screen. If your score reveals gaps you want help closing, the Transformation Service is available from $30/ASIN — but there's zero obligation.
You'll receive an overall readiness score out of 100, a COSMO Semantic Mapping breakdown showing which of the 15 relationship types your listing establishes (and which it misses), Rufus Q&A Coverage showing which buyer questions your listing answers, and specific actionable opportunities for each gap — with evidence extracted from your actual listing content.
Keyword rankings and COSMO readiness measure fundamentally different things. A listing can rank for hundreds of keywords and still miss the semantic relationships COSMO needs to recommend it. We've seen listings scoring 94% on Rufus Q&A but only 58% on COSMO Semantic Mapping — because answering buyer questions is only half the equation. COSMO also evaluates audience, use context, comparisons, and complementary products.
The report applies the same AI-readiness evaluation methodology used in ZonGuru's paid Transformation Service, validated across 500+ brands and 3,000+ listing transformations. It maps your actual listing content against COSMO's documented relationship types and Rufus's buyer question patterns. It's not a keyword density checker or generic SEO score.
A score below 60 means multiple semantic relationships are missing or lack supporting evidence — Rufus cannot confidently recommend your product for many relevant queries. You have three paths: use the report's specific gap recommendations to revise your listing yourself, use the Transformation Service for complete HELIX™ engineering, or run the report across your top ASINs first to prioritize which products need attention most urgently.
Yes. The report analyzes any publicly listed ASIN on Amazon US or UK. Running it on competitor ASINs reveals which semantic relationships they've established and where your listing has gaps relative to theirs — valuable competitive intelligence at no cost.
Yes. The AI-readiness evaluation applies across all Amazon product categories. COSMO's evaluation criteria — semantic mapping, intent coverage, contextual relevance — are universal. The specific gaps and optimization opportunities the report surfaces will vary by category and competitive landscape, but the scoring methodology works for any ASIN.
Over 250 million shoppers use Rufus to discover products. COSMO decides which listings get recommended. See where yours stands — free, in under two minutes.
Already know you need a transformation? Start here — from $30/ASIN
