Darrow

Darrow's core product (the Darrow Portal) ingests public sources — SEC filings, news, social chatter, consumer-complaint databases, court dockets, and company privacy policies — and uses proprietary models plus foundation models from OpenAI and Anthropic to flag potential class-action and mass-tort violations, each with a case memo, damages model, and estimated settlement value. A browser extension (Torch) does real-time flagging as users browse; PlaintiffLink handles plaintiff acquisition and vetting for mass-arbitration claims. In 2026 Darrow added a separate self-serve product for corporate compliance teams: point it at a domain and it scans for 150+ 'exposure-prone behaviors' (privacy-policy/practice mismatches) across 275+ state and federal regulations, delivering a severity-scored, dollar-quantified report. Source: Sacra's 2025 profile (revenue-model detail, product list) at https://sacra.com/c/darrow/, and Darrow's own compliance product page read directly 2026-08-29 at https://darrow.ai/compliance.

Two things stand out. First, the research output is more rigorous than typical vendor content marketing — an April 2026 piece on the 'Claude spyware' controversy (https://darrow.ai/resources/claude-spyware-claims-and-the-importance-of-technical-precision) argues AGAINST a viral privacy claim, walking through why a dormant native-messaging component isn't itself evidence of surveillance, and lists ten questions litigators should ask before treating a technical anomaly as a legal claim — that's a plaintiffs'-side company publicly talking clients out of a weak case, which is not the default posture for a lead-generation tool. Second, the standalone compliance scanner has real, checkable pricing and a fast, low-commitment entry point ($599 for one report, or a free snapshot) — unusual in a category where 'contact sales' is the norm.

Darrow raised a $35M Series B in September 2023, led by Georgian, with participation from F2 Venture Capital, Entrée Capital, NFX, and Y Combinator (Darrow was in YC's W21 batch); total funding is just under $60M. Source: TechCrunch, Sept 19 2023, https://techcrunch.com/2023/09/19/darrow-legal-tech/. Founded 2020 in New York and Tel Aviv by CEO Evyatar Ben Artzi and CTO Gila Hayat. Source: https://darrow.ai/company/about. Darrow was included on the 2026 Inc. 5000 (top 30%) citing 250% three-year revenue growth versus a 130% list median — this is a self-submitted figure to Inc., not independently audited, though Inc. 5000 requires documentation. Source: Darrow press release, Aug 12 2026, https://darrow.ai/press-releases/darrow-ranks-among-top-30-on-the-2026-inc-5000.

Part of Darrow's revenue comes not from software fees alone but from a share of attorney fees when cases originating on its platform settle, via a partnership with Arizona lawyer Don Bivens acting as co-counsel — made possible because Arizona is one of a small number of jurisdictions (following 2020 regulatory reform) that permits non-lawyers to share in legal fees. Third-party research firm Sacra characterizes this arrangement as sitting in a legal gray area that could draw bar-association scrutiny if it scaled, since most other states' ethics rules don't permit non-lawyer fee-sharing. This is Sacra's analysis, not an independent legal finding we've verified against a bar-association source, and we could not find primary reporting confirming or disputing it in this run. Source: Sacra, https://sacra.com/c/darrow/ (Business Model and Risks sections).

The core Darrow Portal (law firms) and the insurance/underwriting product are both enterprise sales — no public number, 'Request a Demo' only; Sacra estimates $500–$1,000 per lawyer per month plus case-exclusivity and PlaintiffLink fees, but that figure isn't on Darrow's own site and we could not verify it independently. The separate Compliance/Privacy Radar scanner, launched in 2026, does publish real prices, read directly from the vendor page on 2026-08-29: a $0 snapshot (finding count + one full finding), a $599 one-time single report for one website, and a $5,999/year (billed $500/month) annual plan with monthly scans and remediation support; enterprise tier is custom. Source: https://darrow.ai/compliance.

No SOC 2 report, trust/security page, public docs, changelog, or status page was found; darrow.ai/security, /trust, and /pricing all return 404. No independent user reviews turned up — G2's Darrow review page returned a CAPTCHA wall to both direct and proxied fetch, and web search access failed throughout this research session (a known intermittent tool issue, not evidence either way about review volume). Vendor-reported scale metrics on the homepage — $22B+ in legal exposure surfaced, 80+ organizations, 5M+ signals detected monthly, 22K+ legal professionals, 50+ exposure categories, 10K+ active matters — are Darrow's own claims and are not independently corroborated in this research; treat them as vendor claims, not established facts.