USE CASES

Where it earns its keep.

DOCS · DEVELOPER PRODUCTS

Documentation.

Devs ask questions, not keywords. Drop QuantSearch on your docs and let visitors get cited answers instead of keyword soup. Every claim links back to the page it came from — no fabricated steps, no out-of-date stack-overflow leftovers.

SUPPORT · CUSTOMER SUCCESS

Knowledge bases.

Customer-facing KBs get long. Search them like you'd search the open web. Multi-turn chat handles follow-ups; facets handle "show me only the new stuff".

PRODUCT CATALOGUES

E-commerce.

Visitors search the way they think. Match product attributes (size, colour, material) with semantic queries ("warm winter coat under $200") and return results that make sense.

BLOGS · MEDIA · LIBRARIES

Content & publishing.

Archives stop being archives. Readers find related work, surfaced by topic instead of tag. Boost evergreens, demote dated content, expose anything.

Your site has the answer.
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