Where the competitive set is weak — missing features, pricing gaps, underserved segments, and support complaints — assembled from public signals. Every claim is typed (fact, public statement, analysis, inference, or allegation), linked to its public source, and screened for legal risk before it reaches you.
Facts, public statements, analysis, and allegations are separated — never blended. Allegations are gated by default. Read the full methodology →
From public signals — competitor pricing pages, public reviews, job postings, and filings — interpreted as analysis with the underlying facts cited. We separate what's observed from what we infer.