What are buyers publicly saying—and what can you responsibly infer?
Start with the commercial choice. Research only the evidence capable of changing it.
- 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 investigation must establish
Sources
Reviews, communities, public commentary and customer-supplied evidence where available.
Decision
Messaging, proof, objection handling, product discovery or research priority.
Boundary
Public voice can be sparse, biased or unrepresentative.
Best output
Recurring themes, source context, confidence and questions to validate with customers.
The standard
Directly established
The cited source directly supports the statement.
Evidence-backed interpretation
Multiple observations support the interpretation, but it remains an inference.
Useful hypothesis
Potentially useful for testing, not strong enough for a high-impact decision alone.
Not established
Evidence is missing or insufficient. DataSnifferAI should say so.
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