Straight answer
What if there is no decision-changing intelligence?
Then the correct product behavior is to say the evidence does not justify a material conclusion, preserve any useful baseline and avoid manufacturing a long generic report.
The workflow
- DecisionStart with what you must decide.
- EvidenceResearch what can actually answer it.
- BoundariesKeep unknowns and weak claims visible.
- ActionRespond only when the signal earns it.
What this means in practice
Then the correct product behavior is to say the evidence does not justify a material conclusion, preserve any useful baseline and avoid manufacturing a long generic report.
DataSnifferAI should be judged on whether its evidence changes a real GTM decision—not on page count, number of AI-generated bullets or how many websites it claims to have “sniffed.”
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