How AI answer engines name FactSet
Data through November 2, 2026
Across 390 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about VC & Private Equity between May 10, 2026 and November 2, 2026, FactSet was named in 14 (3.6%).
By engine
Answers each engine gave to buyer questions about VC & Private Equity, and how many of them named FactSet.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 1 | 108 | 0.9% |
| Claude | 0 | 78 | 0.0% |
| Gemini | 11 | 61 | 18.0% |
| Perplexity | 2 | 108 | 1.9% |
| Google AI Mode | 0 | 24 | 0.0% |
| Google AI Overviews | 0 | 11 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 2 | 91 | 2.2% |
| Ranked list | 4 | 49 | 8.2% |
| Head-to-head | 0 | 51 | 0.0% |
| Is it worth it | 1 | 55 | 1.8% |
| How to choose | 7 | 91 | 7.7% |
| Problem first | 0 | 53 | 0.0% |
Week by week
FactSet was named in at least one answer in 4 of the 4 weeks on record; the latest was the week of November 2, 2026.
Each week's answers to buyer questions about VC & Private Equity, Monday to Sunday, newest first, and how many of them named FactSet. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 10 | 10.0% | |
| 2 | 147 | 1.4% | |
| 7 | 174 | 4.0% | |
| 4 | 59 | 6.8% |
Named first
When an answer named FactSet alongside another brand in this record, it was named first in 1 of 15 (6.7%).
Named alongside
Sources the engines cited when they named FactSet
Domains cited in answers that named FactSet, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| lumonic.com | 3 |
| portfolioiq.ai | 3 |
| workwisesolutions.org | 3 |
| fundcount.com | 2 |
| ones.com | 2 |
| vcbeast.com | 2 |
| apexfintechsolutions.com | 1 |
| backbase.com | 1 |
| chronograph.pe | 1 |
| enterprisebank.com | 1 |
FactSet's own site (factset.com) was cited in 1 of 15 (6.7%).
Across every answer run in the Machine Relations Index, not only the answers that named FactSet, factset.com was cited in 3 of 35,111 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on factset.com before it grades or ranks it.
Across every VC & Private Equity buyer question, not only the answers that named FactSet, the Machine Relations Index ranks which sources AI engines cite for VC & Private Equity questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| VC & Private Equity | 14 | 390 | 3.6% |
| Fintech | 1 | 1,888 | 0.1% |
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 FactSet?
ChatGPT named FactSet in 1 of 108 answers (0.9%) to buyer questions about VC & Private Equity between May 10, 2026 and November 2, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed FactSet.
Which sources do AI engines cite when they mention FactSet?
The domains cited most often in answers that named FactSet were lumonic.com (3 answers), portfolioiq.ai (3 answers) and workwisesolutions.org (3 answers).
Which AI engine names FactSet most often?
Gemini, at 18.0%: it named FactSet in 11 of 61 answers to buyer questions about VC & Private Equity.