How AI answer engines name Fireflies.ai
Data through October 27, 2026
Across 287 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about PR & Earned Media between May 10, 2026 and October 27, 2026, Fireflies.ai was named in 26 (9.1%).
By engine
Answers each engine gave to buyer questions about PR & Earned Media and Sales, GTM & CRM, and how many of them named Fireflies.ai.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 1 | 142 | 0.7% |
| Claude | 0 | 141 | 0.0% |
| Gemini | 6 | 138 | 4.3% |
| Perplexity | 17 | 142 | 12.0% |
| Google AI Mode | 8 | 69 | 11.6% |
| Google AI Overviews | 5 | 44 | 11.4% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 64 | 0.0% |
| Ranked list | 0 | 64 | 0.0% |
| Head-to-head | 0 | 65 | 0.0% |
| Is it worth it | 11 | 65 | 16.9% |
| How to choose | 0 | 65 | 0.0% |
| Problem first | 0 | 66 | 0.0% |
| News | 26 | 287 | 9.1% |
Week by week
Fireflies.ai was named in at least one answer in 8 of the 8 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about PR & Earned Media and Sales, GTM & CRM, Monday to Sunday, newest first, and how many of them named Fireflies.ai. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 6 | 210 | 2.9% | |
| 5 | 179 | 2.8% | |
| 2 | 36 | 5.6% | |
| 5 | 40 | 12.5% | |
| 3 | 54 | 5.6% | |
| 3 | 43 | 7.0% | |
| 4 | 31 | 12.9% | |
| 9 | 83 | 10.8% |
Named first
When an answer named Fireflies.ai alongside another brand in this record, it was named first in 0 of 39 (0.0%).
Named alongside
- Meltwater: named together in 24 answers
- Grammarly: named together in 22 answers
- Claude: named together in 21 answers
- Prowly: named together in 19 answers
- Perplexity: named together in 18 answers
- BuzzStream: named together in 14 answers
- Cision: named together in 14 answers
- Zoom: named together in 13 answers
Sources the engines cited when they named Fireflies.ai
Domains cited in answers that named Fireflies.ai, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| prsa.org | 23 |
| prowly.com | 22 |
| youtube.com | 19 |
| cision.com | 18 |
| finn.agency | 18 |
| onepitch.co | 17 |
| buzzstream.com | 15 |
| muckrack.com | 11 |
| reddit.com | 11 |
| ieee.org | 9 |
Fireflies.ai's own site (fireflies.ai) was cited in 1 of 39 (2.6%).
Across every answer run in the Machine Relations Index, not only the answers that named Fireflies.ai, fireflies.ai was cited in 4 of 32,187 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on fireflies.ai before it grades or ranks it.
Across every Sales, GTM & CRM buyer question, not only the answers that named Fireflies.ai, the Machine Relations Index ranks which sources AI engines cite for Sales, GTM & CRM questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| PR & Earned Media | 26 | 287 | 9.1% |
| Sales, GTM & CRM | 11 | 389 | 2.8% |
| Emergent Prosumer | 2 | 1,228 | 0.2% |
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 Fireflies.ai?
ChatGPT named Fireflies.ai in 1 of 142 answers (0.7%) to buyer questions about PR & Earned Media and Sales, GTM & CRM between May 10, 2026 and October 27, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Fireflies.ai.
Which sources do AI engines cite when they mention Fireflies.ai?
The domains cited most often in answers that named Fireflies.ai were prsa.org (23 answers), prowly.com (22 answers) and youtube.com (19 answers).
Which AI engine names Fireflies.ai most often?
Perplexity, at 12.0%: it named Fireflies.ai in 17 of 142 answers to buyer questions about PR & Earned Media and Sales, GTM & CRM.