How AI answer engines name Attio
Data through November 2, 2026
Across 559 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Sales, GTM & CRM between May 10, 2026 and November 2, 2026, Attio was named in 12 (2.1%).
By engine
Answers each engine gave to buyer questions about Sales, GTM & CRM and VC & Private Equity, and how many of them named Attio.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 246 | 0.0% |
| Claude | 3 | 215 | 1.4% |
| Gemini | 13 | 157 | 8.3% |
| Perplexity | 1 | 246 | 0.4% |
| Google AI Mode | 1 | 54 | 1.9% |
| Google AI Overviews | 1 | 31 | 3.2% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 8 | 184 | 4.3% |
| Ranked list | 1 | 141 | 0.7% |
| Head-to-head | 0 | 146 | 0.0% |
| Is it worth it | 1 | 149 | 0.7% |
| How to choose | 8 | 183 | 4.4% |
| Problem first | 1 | 146 | 0.7% |
Week by week
Attio 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 Sales, GTM & CRM and VC & Private Equity, Monday to Sunday, newest first, and how many of them named Attio. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 25 | 4.0% | |
| 1 | 302 | 0.3% | |
| 9 | 384 | 2.3% | |
| 8 | 238 | 3.4% |
Named first
When an answer named Attio alongside another brand in this record, it was named first in 3 of 18 (16.7%).
Named alongside
Sources the engines cited when they named Attio
Domains cited in answers that named Attio, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| affinity.co | 2 |
| articuler.ai | 1 |
| axial.net | 1 |
| bolots.ky | 1 |
| clay.com | 1 |
| default.com | 1 |
| dupple.com | 1 |
| folk.app | 1 |
| guideflow.com | 1 |
| hebbia.com | 1 |
Attio's own site (attio.com) was cited in 1 of 19 (5.3%).
Across every answer run in the Machine Relations Index, not only the answers that named Attio, attio.com was cited in 6 of 35,111 (0.02%), by 1 of the 6 engines it observes. The Index is still collecting evidence on attio.com before it grades or ranks it.
Across every Sales, GTM & CRM buyer question, not only the answers that named Attio, the Machine Relations Index ranks which sources AI engines cite for Sales, GTM & CRM questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Sales, GTM & CRM | 12 | 559 | 2.1% |
| VC & Private Equity | 7 | 390 | 1.8% |
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 Attio?
ChatGPT did not name Attio in any of its 246 answers to buyer questions about Sales, GTM & CRM and VC & Private Equity between May 10, 2026 and November 2, 2026.
Which sources do AI engines cite when they mention Attio?
The domains cited most often in answers that named Attio were affinity.co (2 answers), articuler.ai (1 answers) and axial.net (1 answers).
Which AI engine names Attio most often?
Gemini, at 8.3%: it named Attio in 13 of 157 answers to buyer questions about Sales, GTM & CRM and VC & Private Equity.