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Creator viewpoint comparison

GEO measurement limits

A deterministic grouping of public source-backed insight cards. This page compares what creators said without declaring a winner.

Creator Viewpoints

@tjrobertson52

  • asserts: LLM visibility is harder to attribute than SEO because marketers may not know the prompt or get a website click.

    As people are starting to use large language models like ChatGPT to find businesses, US marketers are realizing that it's much harder to track the results than it was with traditional SEO...

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