Brandlight review

Brandlight (founded October 2024 by Imri Marcus, Uri Gafni, and Didi Dvash; NY HQ, Tel Aviv roots) sells an enterprise AI-visibility operating system: it queries the major AI engines from many viewpoints, then reports how a brand appears — mentions, sentiment, bias, which sources engines cite — across every brand, region, and language a global company manages. SOC 2 Type II, SSO, and RBAC make it procurement-ready, and a February 2026 $30M Series A (Pelion Venture Partners) is funding an expansion into tracking AI-native ads and commerce recommendations.

The customer list is the strongest evidence: Kimberly-Clark, LG, The Hartford, and Estée Lauder are named in funding materials, with Volkswagen Group and Caesars appearing in third-party datasets.

For a company claiming hundreds of top brands, the independent evidence is remarkably thin: roughly 19 G2 reviews (4.7/5), zero on Capterra, TrustRadius, or Trustpilot. The homepage's '#1 AEO platform globally' claim names no analyst or report — it's echoed only by directories quoting Brandlight's own copy, while G2's Winter 2026 grid reportedly crowns Profound instead. And pricing is fully opaque: the pricing URL has returned a 404, and third-party estimates span $199/mo entry (plus setup fees) to $4,000–15,000/mo for enterprise scope.

The substantive product criticisms are consistent: Brandlight diagnoses without executing ('clear direction on where we can improve, but our internal bandwidth is limited,' as one G2 VP put it), and revenue attribution was still listed as coming soon in early 2026 — so the dashboards end where the work begins.

Global consumer and B2B enterprises that want a managed, compliant AI-visibility layer with strategist support — and can negotiate scope, price, and proof-of-value through procurement.

Mid-market and smaller teams are structurally excluded: no self-serve, no trial, no published price. The self-serve trackers in this list deliver the core measurement for 1–5% of the estimated cost.