The top three brands captured 14% of direct mentions in Deep Tech Venture Capital Firms.
Share of direct mentions
share of answers
Data as of Aug 25, 2026 · Based on 1,519 AI responses · See how Parse measures this
Deep Tech Venture Capital Firms
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Lux Capital currently anchors the deep tech venture capital landscape, securing the top position in AI-generated investor recommendations. The firm's consistent placement across AI responses highlights its strong association with frontier science and long-horizon technical bets.
More needsLong-horizon research capital
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently recommended for frontier science and long-horizon technical bets. | 56% | |
| 2 | Recognized for backing computational science and hard engineering breakthroughs. | 41% | |
| 3 | Recommended for contrarian, thesis-driven bets in defense and aerospace. | 29% | |
| 4 | Frequently cited for hands-on lab-to-company translation and hardware acceleration. | 28% | |
| 5 | Noted for high-risk tolerance in sustainability and synthetic biology. | 27% | |
| 6 | Cited for MIT-affiliated tough tech investments and extended patient capital timelines. | 23% | |
| 7 | Positioned as a specialist in rebuilding physical industries and advanced manufacturing. | 20% | |
| 8 | 18% | ||
| 9 | Identified as an early dedicated fund for the space economy stack. | 16% | |
| 10 | 16% | ||
| 11 | 15% | ||
| 12 | 15% | ||
| 13 | 14% | ||
| 14 | Explicitly formed to commercialize Oxford University intellectual property and spin-outs. | 13% | |
| 15 | 13% | ||
| 16 | 12% | ||
| 17 | 12% | ||
| 18 | 10% | ||
| 19 | 10% | ||
| 20 | 10% | ||
| 21 | 10% | ||
| 22 | 10% | ||
| 23 | 10% | ||
| 24 | 9% | ||
| 25 | 9% |
“General deep tech backer” → “Primary destination for pre-product academic spinouts”
Who wins on each AI
The same market, seen by two models.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 73% | 60% | ||
| 72% | 43% | ||
| 55% | 41% | ||
| 27% | 35% | ||
| 38% | 23% |
The two models disagree most about SOSV (ChatGPT #20, Google #6) and ARCH Venture Partners (ChatGPT #11, Google #20).
Sources AI cited
rho.co is the page AI reaches for most here, cited in 47% of analyzed answers.
Share of direct mentions
share of answers
Lux Capital currently anchors the deep tech venture capital landscape, securing the top position in AI-generated investor recommendations. The firm's consistent placement across AI responses highlights its strong association with frontier science and long-horizon technical bets.
Across 1,519 AI responses, Lux Capital is mentioned most, named in 56% of them, followed by DCVC (41%) and Founders Fund (29%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,519 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Between Apr 23 and Apr 24, both ChatGPT and Google AI Overviews emphasized the necessity of targeting industrial-focused and corporate venture arms rather than traditional software VCs. Google AI Overviews consistently surfaced regional manufacturing resources alongside specialized deep tech funds like Eclipse Ventures and
Lux Capital.
Brands mentioned
My business is capital intensive. Who are the best investors for manufacturing or industrial tech?
Between Apr 23 and Apr 24, both ChatGPT and Google AI Overviews emphasized the necessity of targeting industrial-focused and corporate venture arms rather than traditional software VCs. Google AI Overviews consistently surfaced regional manufacturing resources alongside specialized deep tech funds like Eclipse Ventures and
Lux Capital.
Across the Apr 23 to Apr 24 window, AI models advised founders to bypass generic directories in favor of curated deep tech lists and portfolio reverse-engineering. ChatGPT highlighted anchor firms like and , while Google AI Overviews added corporate venture capital arms to the recommended search strategy.
share of answers
Brands mentioned
Across the Apr 23 to Apr 24 window, AI models advised founders to bypass generic directories in favor of curated deep tech lists and portfolio reverse-engineering. ChatGPT highlighted anchor firms like Lux Capital and
DCVC, while Google AI Overviews added corporate venture capital arms to the recommended search strategy.
The market map
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