Part II

You’re Actually Competing for a Noun Phrase

AI doesn’t match you to a keyword — it associates your entity with the noun phrases buyers use to describe their problem. Winning the category means winning every synonym of it.

Tactic: ask a model to name providers using 5 different synonyms a buyer would type. Map the results, then adapt your marketing copy to match the phrasings you’re losing.

Phrase matrix scoring visibility across five synonym phrasings of the same category — You aren't competing for an opinion — you're competing for a noun phrase. Changing one adjective flips visibility from 100% to 0%.

Source: Fractl research: “Where AI Recommendations Actually Come From”