How AI answer engines name Make
Data through October 27, 2026
Across 1,751 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Enterprise Software between May 10, 2026 and October 27, 2026, Make was named in 98 (5.6%).
By engine
Answers each engine gave to buyer questions about Enterprise Software, Martech & Advertising and Sales, GTM & CRM, and how many of them named Make.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 10 | 714 | 1.4% |
| Claude | 33 | 718 | 4.6% |
| Gemini | 58 | 715 | 8.1% |
| Perplexity | 17 | 718 | 2.4% |
| Google AI Mode | 0 | 263 | 0.0% |
| Google AI Overviews | 0 | 114 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 2 | 377 | 0.5% |
| Ranked list | 49 | 382 | 12.8% |
| Head-to-head | 9 | 380 | 2.4% |
| Is it worth it | 4 | 377 | 1.1% |
| How to choose | 3 | 376 | 0.8% |
| Problem first | 50 | 379 | 13.2% |
| News | 1 | 971 | 0.1% |
Week by week
Make was named in at least one answer in 9 of the 19 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Enterprise Software, Martech & Advertising and Sales, GTM & CRM, Monday to Sunday, newest first, and how many of them named Make. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 48 | 0.0% | |
| 22 | 564 | 3.9% | |
| 23 | 583 | 3.9% | |
| 17 | 310 | 5.5% | |
| 15 | 195 | 7.7% | |
| 0 | 8 | 0.0% | |
| 14 | 136 | 10.3% | |
| 7 | 136 | 5.1% | |
| 6 | 152 | 3.9% | |
| 13 | 139 | 9.4% | |
| 0 | 78 | 0.0% | |
| 0 | 83 | 0.0% | |
| 0 | 108 | 0.0% | |
| 0 | 90 | 0.0% | |
| 0 | 61 | 0.0% | |
| 0 | 227 | 0.0% | |
| 1 | 222 | 0.5% | |
| 0 | 96 | 0.0% | |
| 0 | 6 | 0.0% |
Named first
When an answer named Make alongside another brand in this record, it was named first in 44 of 93 (47.3%).
Named alongside
Sources the engines cited when they named Make
Domains cited in answers that named Make, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| vellum.ai | 13 |
| zoho.com | 13 |
| zite.com | 10 |
| atlassian.com | 9 |
| guideflow.com | 9 |
| ayautomate.com | 7 |
| launchpad.io | 7 |
| superframeworks.com | 7 |
| todoist.com | 7 |
| zapier.com | 7 |
Make's own site (make.com) was cited in 1 of 118 (0.8%).
Across every answer run in the Machine Relations Index, not only the answers that named Make, make.com was cited in 1 of 32,187 (0.00%), by 1 of the 6 engines it observes. The Index is still collecting evidence on make.com before it grades or ranks it.
Across every Enterprise Software buyer question, not only the answers that named Make, the Machine Relations Index ranks which sources AI engines cite for Enterprise Software questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Enterprise Software | 98 | 1,751 | 5.6% |
| Martech & Advertising | 10 | 1,102 | 0.9% |
| Sales, GTM & CRM | 10 | 389 | 2.6% |
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 Make?
ChatGPT named Make in 10 of 714 answers (1.4%) to buyer questions about Enterprise Software, Martech & Advertising 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 Make.
Which sources do AI engines cite when they mention Make?
The domains cited most often in answers that named Make were vellum.ai (13 answers), zoho.com (13 answers) and zite.com (10 answers).
Which AI engine names Make most often?
Gemini, at 8.1%: it named Make in 58 of 715 answers to buyer questions about Enterprise Software, Martech & Advertising and Sales, GTM & CRM.