Data as of Oct 18, 2026Based on 84 AI responses
Reviewed by Dimitry Apollonsky
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | searchable directories of verified pre-seed investors and direct outreach | searchable directories of verified pre-seed investors and direct outreach | 55% |
| 2 | syndicate investments and reviewing startup team composition | syndicate investments and reviewing startup team composition | 36% |
| 3 | initial investor mapping, round tracking, and public company data | initial investor mapping, round tracking, and public company data | 36% |
| 4 | comprehensive private equity research and institutional investor intelligence | comprehensive private equity research and institutional investor intelligence | 26% |
| 5 | due diligence, background checks, and warm networking with angels | due diligence, background checks, and warm networking with angels | 25% |
| 6 | researching startup teams alongside early funding discovery | researching startup teams alongside early funding discovery | 24% |
| 7 | early founder discovery and partner matching at pre-seed | early founder discovery and partner matching at pre-seed | 23% |
| 8 | filtering broad investor databases by geography and minority-led focus | filtering broad investor databases by geography and minority-led focus | 21% |
| 9 | identifying early founders before they develop a public footprint | identifying early founders before they develop a public footprint | 20% |
| 10 | mapping relationship networks to secure warm introductions to investors | mapping relationship networks to secure warm introductions to investors | 19% |
| 11 | 18% | ||
| 12 | 18% | ||
| 13 | 17% | ||
| 14 | 13% | ||
| 15 | 11% |
Weeks of Aug 3 – Aug 30, 2026 · Since Jul 5
Rankings by topic:
Widest split: AngelList, 9% on ChatGPT Search and 63% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| OpenVC | 37% | 73% | |
| AngelList | 9% | 63% | |
| CrunchBase | 42% | 29% | |
| PitchBook | 33% | 20% | |
| 42% | Outside Google AI Mode's top 25 | ||
| Wellfound | 28% | 20% | |
| Y Combinator Co-Founder Matching | 40% | Outside Google AI Mode's top 25 | |
| AngelMatch | 16% | 27% | |
| Evertrace | 23% | 17% | |
| Signal by NFX | 12% | 27% |
58% of citations point at the ranked brands’ own sites. redbud.vc, qubit.capital, linkedin.com are the most-cited sites outside the ranked brands’ own domains.
What are the top-rated founder discovery platforms specifically for pre-seed companies?
We are seeking a platform that helps us identify private equity and angel investor networks that focus on minority-led businesses; what are the top options?
How do I check the reputation of an angel investor before accepting their money?