How AI answer engines name Robinhood
Data through November 1, 2026
Across 1,888 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Fintech between May 10, 2026 and November 1, 2026, Robinhood was named in 42 (2.2%).
Last 28 days: named in 6 of 630 answers in its home categories (1.0%), down 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about Fintech, and how many of them named Robinhood.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 7 | 442 | 1.6% |
| Claude | 5 | 442 | 1.1% |
| Gemini | 23 | 400 | 5.8% |
| Perplexity | 2 | 442 | 0.5% |
| Google AI Mode | 5 | 119 | 4.2% |
| Google AI Overviews | 0 | 43 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 234 | 0.0% |
| Ranked list | 16 | 230 | 7.0% |
| Head-to-head | 0 | 230 | 0.0% |
| Is it worth it | 0 | 233 | 0.0% |
| How to choose | 0 | 231 | 0.0% |
| Problem first | 0 | 230 | 0.0% |
| News | 26 | 500 | 5.2% |
Week by week
Robinhood was named in at least one answer in 13 of the 18 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Fintech, Monday to Sunday, newest first, and how many of them named Robinhood. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 135 | 0.0% | |
| 2 | 168 | 1.2% | |
| 2 | 178 | 1.1% | |
| 2 | 179 | 1.1% | |
| 2 | 168 | 1.2% | |
| 2 | 92 | 2.2% | |
| 3 | 192 | 1.6% | |
| 3 | 192 | 1.6% | |
| 0 | 84 | 0.0% | |
| 4 | 48 | 8.3% | |
| 0 | 40 | 0.0% | |
| 6 | 54 | 11.1% | |
| 0 | 52 | 0.0% | |
| 1 | 34 | 2.9% | |
| 4 | 110 | 3.6% | |
| 6 | 111 | 5.4% | |
| 5 | 48 | 10.4% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Robinhood alongside another brand in this record, it was named first in 5 of 39 (12.8%).
Named alongside
- Stripe: named together in 26 answers
- Lithic: named together in 16 answers
- Block: named together in 15 answers
- Plaid: named together in 10 answers
- Brex: named together in 5 answers
- Ripple: named together in 4 answers
- Capital One: named together in 3 answers
- Checkout.com: named together in 3 answers
Sources the engines cited when they named Robinhood
Domains cited in answers that named Robinhood, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| thefintechmap.com | 10 |
| youtube.com | 6 |
| medium.com | 5 |
| plaid.com | 5 |
| cfte.education | 4 |
| cnbc.com | 3 |
| columbia.edu | 3 |
| fintechmagazine.com | 3 |
| ijfmr.com | 3 |
| landbase.com | 3 |
Robinhood's own site (robinhood.com) was cited in 0 of 44 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Robinhood, robinhood.com was cited in 2 of 34,788 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on robinhood.com before it grades or ranks it.
Across every Fintech buyer question, not only the answers that named Robinhood, the Machine Relations Index ranks which sources AI engines cite for Fintech questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Fintech | 42 | 1,888 | 2.2% |
| Consumer Finance | 2 | 1,552 | 0.1% |
Para Labs research that names Robinhood
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend Robinhood?
ChatGPT named Robinhood in 7 of 442 answers (1.6%) to buyer questions about Fintech between May 10, 2026 and November 1, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Robinhood.
Which sources do AI engines cite when they mention Robinhood?
The domains cited most often in answers that named Robinhood were thefintechmap.com (10 answers), youtube.com (6 answers) and medium.com (5 answers).
Which AI engine names Robinhood most often?
Gemini, at 5.8%: it named Robinhood in 23 of 400 answers to buyer questions about Fintech.