Competitive intelligence organized around the decision—not the competitor feed.
Choose the decision, provide your context, and let the research plan follow the commercial question instead of collecting every available competitor change.
- 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 the product is built to do
Form a research plan
The decision determines which source families and questions deserve effort.
Qualify evidence
Company claims, independent observations and customer-supplied evidence are not treated as equal.
Separate fact from inference
Observations remain distinct from conclusions and recommendations.
Translate evidence into action
The report prioritizes what to do, what not to do and what to test next.
Keep uncertainty visible
Missing evidence and weak source coverage stay visible instead of being disguised as confidence.
Retain a baseline
Useful validated evidence can support later comparison and monitoring workflows.
What DataSnifferAI is not
Not proprietary market-data magic
It cannot recreate private buyer conversations, premium research databases or proprietary traffic panels from the public web.
Not a website-change alerting commodity
Change detection matters only when connected to a decision and commercial implication.
Not guaranteed win/loss intelligence
True win/loss conclusions require customer/deal data or interviews.
Not “AI = truth”
The model is part of the workflow; evidence quality and decision discipline are the product 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.
Reports should not become stale silently.
An eligible investigation can create a Decision Watch tied to its evidence baseline. New movement is checked for decision relevance; the system recommends re-investigation only when the signal earns it.
Investigate
Answer the specific decision with current evidence.
Watch
Keep the saved baseline current without turning every page edit into an alarm.
Re-investigate
Use a fresh investigation when new evidence may materially change the recommendation.
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 →