SolutionsFor marketplaces

Trustworthy intelligence, for millions of listings.

Large catalogs create information overload. Most marketplaces help shoppers search. Few help shoppers decide.

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01The challenge

Scale created the overload.

Large catalogs create information overload. Ten thousand listings in a category is a search problem solved and a decision problem created.

Most marketplaces help shoppers search. Few help shoppers decide.

Search finds products.
Buyary helps shoppers choose between them.

The decision layer for large catalogs

02Buyary provides

Decision infrastructure, at catalog scale.

Independent product understanding

Every listing backed by neutral, source-grounded intelligence.

Cross-brand comparisons

Fair comparisons across sellers and brands — no thumb on the scale.

Structured recommendations

Ranked, reasoned picks that hold up to scrutiny.

Evidence-backed answers

Shopper questions answered with citations, on any listing.

Catalog intelligence

A live picture of how your whole catalog is judged by the market.

03Marketplace capabilities

What it looks like in production.

01Listing enrichment

Scores, consensus, and fit guidance appended to every product record.

02Comparison experiences

Side-by-side decision pages generated from structured intelligence.

03Category rankings

Defensible best-of lists, refreshed as the evidence changes.

04Question answering

Buyer questions resolved instantly, with sources attached.

05Evidence retrieval

Original quotes and citations, fetched on demand through the API.

04Built for scale

Designed for the hard version of the problem.

Large catalogsMillions of listings, enriched through batch and streaming endpoints.
Frequent updatesIntelligence refreshes as new reviews and evidence appear.
Multiple sellersNeutral across sellers by construction — independence is the product.
Cross-category intelligenceOne consistent scoring system from SUVs to skin cream.

05Related products

Where to go next.

Explore marketplace solutions.