The free Rufus research most brands never open

Key takeaways

• Before paying for AI-readiness tooling, two free sources answer most of the question: Search Query Performance in Brand Analytics, and the question prompts Rufus displays directly on your own listing page.
• Rufus's prompted questions are Amazon showing its hand — the rule is to make bullets, A+ and Q&A answer those exact questions, because they are what the assistant wants to resolve about your product.
• Search Query Performance shows the real query language your impressions come from — the raw material for the intent phrasing the AI layer is rewarding.
• Brand-registered sellers also find partial Rufus attribution data inside Brand Analytics — incomplete, directional, and free.
• The output is a listing edit list, not a subscription: field fixes and copy answers first, measurement monthly, tools only if the free loop runs dry.

Two reports you already have access to tell you what Amazon’s AI wants to know about your product. Neither costs anything. Our Rufus guide argued that the cheapest AI-era wins are structural; this is the companion piece: where the raw material for those edits already sits, free, inside accounts most sellers already have.

01Source one: the questions Rufus asks about you

Open your own listing as a shopper and read the question prompts Rufus surfaces beneath it. The rule treats that list as direct research: those are the questions the assistant considers unresolved and answerable about your product. The work: for each prompt, check whether your bullets, A+ content or Q&A answer it explicitly — not implied, stated. Every unanswered prompt is a hole the AI fills from a competitor.

02Source two: Search Query Performance

Inside Brand Analytics, the Search Query Performance dashboard shows the actual query phrasings behind your impressions and purchases — including the long, conditional, problem-shaped phrasings that intent-based matching is rewarding. Read it for nouns and constraints — “for small apartments”, “with dogs”, “under-cabinet” — and carry those exact phrases into backend attribute fields and A+ copy, per the structural playbook in the Rufus guide. Brand-registered sellers also find partial Rufus attribution data in Brand Analytics: incomplete, but a free directional read on whether the AI layer is sending you anyone.

03The loop, monthly

Fifteen minutes: read the prompts, scan SQP for new phrasings, ship the edit list, note the partial attribution trend. Only when that loop stops producing edits does paid tooling earn a conversation — the same order-of-spend discipline as everywhere else on this site: free and structural first, conversion fundamentals always, subscriptions last.

Block fifteen minutes on the first Monday of next month and run the loop once. If it produces nothing worth editing, you have learned that too — for free.

Frequently asked

Do I need Brand Registry for this?

Search Query Performance and the partial Rufus attribution live in Brand Analytics, which requires Brand Registry. The Rufus question prompts on your listing page are visible to anyone — start there even without registry.

How is this different from keyword research?

Keyword research finds words to match; this finds questions to answer and constraints to state. The AI layer is evaluating whether a listing resolves the shopper's problem — SQP and the Rufus prompts show you the problems in the shopper's own phrasing.

When does paid tooling make sense?

After the free loop stops producing edits: prompts answered, attribute fields complete, SQP phrasings incorporated, and a monthly measurement habit in place. Tools that score AI-readiness are selling structure you can mostly build from these free sources first.

Sources

1. Brand Analytics: Search Query Performance dashboard (query-level impressions, clicks, cart adds and purchases for brand-registered sellers), Amazon Seller Central Help accessed 2026-09-04
2. Amazon listing optimization: the complete guide for brands 2026 (Rufus-prompted questions on the listing page as direct research input), Incrementum Digital Secondary accessed 2026-09-04
3. Amazon Rufus and COSMO: is your listing ready for AI-mediated search (partial Rufus attribution reported in Brand Analytics; discovery-share context), Advertpreneur Secondary accessed 2026-09-04
4. The 2026 guide to optimizing Amazon listings for Rufus (structured fields and intent phrasing as machine-readable data), SellerMetrics Secondary accessed 2026-09-04