Competitor Intelligence Needs Evidence, Not Theatre

Competitor intelligence can become performative very quickly. It is easy to produce a polished summary that sounds certain, but the value is weak if the reader cannot see where the claim came from or how much weight to put on it.

The useful version is smaller and more disciplined. It captures public signals, links back to evidence, separates fact from judgement, and makes uncertainty visible. That gives the reader something they can check, challenge, and act on.

This is why the live service starts as a manual-pilot product rather than pretending everything is fully automated. The judgement layer matters. Automation should support the review, not hide weak assumptions behind a confident interface.

A good competitor scan should answer three practical questions: what changed, why might it matter, and what should be checked next.

Evidence makes competitor intelligence usable.