COMPETITOR ANALYSIS

Evidence vs AI judgement in competitor analysis

How to tell what GrowthPilot observed on competitor sites from what the AI concluded.

Every finding carries a basis badge:

Badge Meaning
Public website evidence Observed on the competitor's public pages: titles, headings, navigation, calls to action and signals such as pricing shown, free trial, testimonials or case studies.
User-provided Your agency's notes. Treated as unverified.
AI inference / AI analysis / AI recommendation The AI's interpretation of the evidence. It may be wrong.

Open Observed public evidence to see exactly what was collected and when. If a site couldn't be collected, its card says why, for example "Not collected — robots.txt disallows" or "Not collected — site unreachable".

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