Research index
A corpus of retrieval traces
The research index collects Indexe Clair’s notes on French SMB retrieval in AI search systems. Materials are organized around business categories, query language, source conflicts, crawl signals and the four retrieval gates: discovered page, indexed entity, ranked evidence, selected source. New pieces are added as the lab completes comparable runs and source-trail readings, with findings separated from interpretation.
Four retrieval gates · fr, en
Each research note starts with what the system actually surfaced.
Browse the index to see how French business evidence moves through AI search before an answer is assembled.
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