How AI answer engines name Monos
Data through October 19, 2026
Across 1,240 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Consumer Products between May 10, 2026 and October 19, 2026, Monos was named in 96 (7.7%).
By engine
Answers each engine gave to buyer questions about Consumer Products, and how many of them named Monos.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 26 | 306 | 8.5% |
| Claude | 24 | 307 | 7.8% |
| Gemini | 28 | 308 | 9.1% |
| Perplexity | 18 | 308 | 5.8% |
| Google AI Mode | 0 | 6 | 0.0% |
| Google AI Overviews | 0 | 5 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 40 | 206 | 19.4% |
| Ranked list | 0 | 204 | 0.0% |
| Head-to-head | 56 | 205 | 27.3% |
| Is it worth it | 0 | 209 | 0.0% |
| How to choose | 0 | 210 | 0.0% |
| Problem first | 0 | 206 | 0.0% |
Sources the engines cited when they named Monos
Domains cited in answers that named Monos, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| forbes.com | 45 |
| outdoorgearlab.com | 29 |
| bemytravelmuse.com | 25 |
| goodhousekeeping.com | 25 |
| reddit.com | 24 |
| youtube.com | 23 |
| businessinsider.com | 16 |
| travelforbusiness.org | 13 |
| travelfreak.com | 13 |
| packhacker.com | 12 |
Monos's own site (monos.com) was cited in 21 of 96 (21.9%).
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 Monos?
ChatGPT named Monos in 26 of 306 answers (8.5%) to buyer questions about Consumer Products between May 10, 2026 and October 19, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Monos.
Which sources do AI engines cite when they mention Monos?
The domains cited most often in answers that named Monos were forbes.com (45 answers), outdoorgearlab.com (29 answers) and bemytravelmuse.com (25 answers).
Which AI engine names Monos most often?
Gemini, at 9.1%: it named Monos in 28 of 308 answers to buyer questions about Consumer Products.