Hebbia
AI search & knowledge · https://www.hebbia.com
Verdict: Hold · Confidence: high · Reviewed 2026-10-15
Hebbia sells a document-analysis product into finance and legal teams, with TechCrunch naming Centerview Partners, Charlesbank, and Fenwick. TechCrunch reported $13 million ARR from a person familiar at the July 2024 round, and the CEO declined to confirm that dollar figure, so revenue is not treated as verified.
Rubric
| Dimension | Score (1–5) | Notes & sources |
|---|---|---|
| Real customers & revenue quality Are there named paying customers, recurring revenue, and retention evidence? | 3/5 | Per TechCrunch, a person familiar said ARR was $13 million at the July 2024 raise, and the CEO said revenue grew 15x over the prior 18 months while declining to comment on the dollar figure. Named customers in that report include Centerview Partners, Charlesbank, and Fenwick. In June 2025, VP Danny Wheller told Sacra growth was 100%+ year over year without giving a new dollar ARR. Hebbia later said it had processed 1 billion pages, up from 47 million a year earlier.
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| Unit economics Do gross margins survive inference/compute costs? Is pricing durable? | 3/5 | Gross margin was not disclosed. Wheller told Sacra the professional tier starts at $10,000 per seat per year and Lite starts at $3,000 to $3,500 per seat per year. TechCrunch’s profitability line came from a person familiar; the CEO declined to comment on it.
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| Moat Proprietary data, distribution, switching costs, or tech that is hard to copy? | 4/5 | Wheller told Sacra clients use horizontal search tools and Hebbia for diligence, contract analysis, and pitch materials, with licensed data integrations and forward-deployed specialists. The company blog argues the 1 billion page corpus is embedded in Wall Street workflows. A horizontal copilot could still copy the interface.
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| Platform risk Could a model provider or incumbent ship this as a feature? (higher score = lower risk) | 3/5 | Document Q&A is close to what Microsoft, Google, and OpenAI ship. Hebbia’s defense, per Wheller, is vertical workflow depth in finance and legal rather than a unique model.
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| Team & execution Shipping cadence, leadership track record, stability. | 4/5 | Founder-CEO George Sivulka was still the public face in the September 2025 company post on 1 billion pages processed. TechCrunch reported the Series B and a 15x growth claim from the CEO. No leadership breakup was found.
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| Funding vs. traction Is capital raised justified by verifiable traction? | 2/5 | Per TechCrunch, the Series B was $130 million at a roughly $700 million valuation against $13 million ARR from a person familiar, which TechCrunch described as about 54 times ARR. No later round or updated dollar revenue was found.
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| Hype signals Demo-driven marketing, vague metrics, valuation outrunning evidence? (higher score = fewer red flags) | 3/5 | Named customers, seat prices, and a page-volume disclosure are concrete. The ARR dollar figure is secondhand, the CEO would not confirm it, and the valuation multiple TechCrunch calculated is aggressive.
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Listing source: https://www.hebbia.com. Revenue, users, and valuation figures appear only when publicly sourced; otherwise they are marked unknown.