Brief LLM citations from a spam site are not a GEO strategy

lilyraynyc · x · 2026-07-21

A reply argues that building a spammy site that briefly gets indexed, cited by a language model, and then drops out of search results is not a real GEO strategy.

The point is that temporary LLM citations are not a durable win if the site later loses search visibility and stops being cited for anything meaningful in AI search.

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