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: In LLM discovery, marketers often cannot know exact prompts or click paths, making AI visibility harder to track than traditional SEO.

    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. Really, US SEO's have been kind of spoiled with how much data we get...

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