Establish what is true today before asking what changed tomorrow.
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
Baseline
Current pricing, positioning, product, proof and strategic signals relevant to your decision.
Decision
What should be watched, how often and what threshold would trigger action.
Boundary
Monitoring is not useful if every page edit is treated as material.
Best output
Qualified baseline, watchlist, trigger thresholds and next-review criteria.
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.
Have a competitive decision to make now?
Investigate one decision with traceable evidence, explicit uncertainty, a clear next action and an eligible 30-day Decision Watch.
Start a $79 investigation →