Gap analysis
Where AI perception diverges from your intended positioning.
Last updated: 2026-05-05
Gap analysis compares your stated positioning fields (target audience, value prop, differentiators, category) against what AI models actually say. A high gap means the AI is missing or misrepresenting that attribute.
We use fuzzy matching to map AI-generated attributes back to your intended ones.