Findabl vs Brandlight (brandlight.ai)
Brandlight is an enterprise visibility platform built for Fortune 500 brands. Findabl sends real prompts to all four engines, stores every actual response, and starts free.
Findabl
Findabl is AI Citation Intelligence: measurement plus the action layer above it. We send real prompts to ChatGPT, Gemini, Perplexity, and Claude, then produce Actions across four workstreams (entity anchoring, citation velocity, on-page content, measurement loop). Honest baseline, homonym detection, per-target competitive diagnosis, confidence intervals after four weeks of tracking, and one-click self-audit publishing. No modeling, no estimation.
Brandlight
Brandlight is an enterprise AI visibility platform built for large brands and CMOs. It asks AI engines thousands of questions and reports visibility scores, brand sentiment, citation sources, and competitive positioning across engines like ChatGPT, Gemini, Perplexity, Copilot, and Grok. It does this well at enterprise scale, with SOC 2 Type II, SSO, attribution modeling, and publisher partnership intelligence. The output is a metrics-and-insights layer rather than the raw, stored AI response, and onboarding is sales-led.
Feature-by-Feature Comparison
The Verdict
Brandlight is a capable enterprise platform. If you are a Fortune 500 brand that wants sentiment scores, attribution models, and publisher partnership intelligence across many engines, it does that job well. Findabl is built differently and for a different buyer. We send real prompts to ChatGPT, Perplexity, Claude, and Gemini, including Claude, and we store every actual AI response so each citation is auditable rather than modeled. That audit trail is why regulated teams in legal, finance, and pharma choose us, and at free entry then $49 per month we are reachable for small firms and mid-market, not enterprise-only.
Market Context (2026)
Brandlight sits in the enterprise AI visibility tier alongside platforms like Profound and AthenaHQ, optimized for large brands with marketing budgets and sales-led onboarding. Findabl targets a different segment: small firms and mid-market teams, especially in regulated industries, who need every AI response captured from a real prompt, stored, and audit-ready, without a six-figure contract.
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