Findrix

Findrix is an AI visibility and brand intelligence platform that measures how major AI answer engines describe, mention, rank, and cite a company. It is built for teams that want to understand their presence in AI search and turn visibility gaps into concrete website and content work. The platform runs market sized prompt sets across supported AI engines and reports citation share, visibility, competitor comparisons, source patterns, and brand fact mismatches. It also produces a ranked fix queue covering technical, content, and off site recommendations, with written changes that a team can review before applying. Weekly runs help teams compare changes over time rather than relying on one answer from one model. Findrix differs from a monitoring only dashboard by connecting measurement to proposed remediation. Its published methodology emphasizes repeated runs, sample coverage, source checks, ranking stability, competitor coverage, and confidence ranges. The service offers a free audit and paid plans priced per monitored site, while some additional model coverage is sold as an add on. AI answers change over time, so buyers should treat reported movement as measured evidence rather than a guarantee of future citations. For FutureStack, Findrix belongs in Marketing because its primary buyer intent is improving visibility inside AI search and answer engines. It is best for monitoring brand citations, finding technical and content gaps, checking what AI systems get wrong, and turning AI visibility research into an actionable optimization queue.