What factors are driving the Amazon SEO ranking algorithm this quarter and why did our top selling ASIN lose its featured placement overnight?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors are driving the Amazon SEO ranking algorithm this quarter and why did our top selling ASIN lose its featured placement overnight?
3 real searches · 1 real-search pass
Amazon Seller Central 2026 search ranking algorithm A10 factors Rufus COSMO October 2026 updatesGoogle ↗
OBSERVEDReason
Amazon Featured Offer Buy Box eligibility lost overnight reasons pricing inventory delivery account health 2026Google ↗
OBSERVEDReason
Amazon search ranking algorithm official guidance relevance sales performance conversion customer experience 2026Google ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Amazon Seller Central 2026 search ranking algorithm A10 factors Rufus COSMO October 2026 updates Google ↗
Amazon Featured Offer Buy Box eligibility lost overnight reasons pricing inventory delivery account health 2026 Google ↗
Amazon search ranking algorithm official guidance relevance sales performance conversion customer experience 2026 Google ↗
- primary goal when presenting results in response to a search query on the Product Search Results Page (“PSRP”). Our ranking models do not include inputs that differentiate on the basis of whether the product is sold by Retail or a Seller, whether the Seller purchases Amazon fulfilment services (Fulfilled by Amazon (“FBA”)), or whether a product is Amazon-branded or third-party branded. The explanation of ranked product search is also relevant to the Store’s AI shopping assistant feature, “Rufus” · assets.aboutamazon.com
- sellercentral.amazon.com · sellercentral.amazon.com
- From A9 to A10 and Rufus: How Amazon Search Ranking Actually Works in 2026 · gotrellis.com
- sellercentral.amazon.com · sellercentral.amazon.com
- advertising.amazon.com · advertising.amazon.com
- Maximize Your Sales Potential with the Amazon Featured Offer (formerly Buy Box) · sell.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Amazon Seller Central 2026 search ranking algorithm A10 factors Rufus COSMO October 2026 updates OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Amazon Featured Offer Buy Box eligibility lost overnight reasons pricing inventory delivery account health 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Amazon search ranking algorithm official guidance relevance sales performance conversion customer experience 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |