How AI answer engines name DemandScience
Data through November 5, 2026
Across 1,305 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Martech & Advertising between May 10, 2026 and November 5, 2026, DemandScience was named in 13 (1.0%).
Last 28 days: named in 0 of 410 answers (0.0%) to buyer questions about Martech & Advertising, level with the 28 days before.
By engine
Answers each engine gave to buyer questions about Martech & Advertising, and how many of them named DemandScience.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 2 | 285 | 0.7% |
| Claude | 0 | 285 | 0.0% |
| Gemini | 7 | 251 | 2.8% |
| Perplexity | 2 | 285 | 0.7% |
| Google AI Mode | 1 | 136 | 0.7% |
| Google AI Overviews | 1 | 63 | 1.6% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 134 | 0.0% |
| Ranked list | 0 | 123 | 0.0% |
| Head-to-head | 0 | 124 | 0.0% |
| Is it worth it | 0 | 151 | 0.0% |
| How to choose | 0 | 127 | 0.0% |
| Problem first | 0 | 153 | 0.0% |
| News | 13 | 493 | 2.6% |
Week by week
DemandScience was named in at least one answer in 5 of the 15 weeks on record; the latest was the week of June 22, 2026.
Each week's answers to buyer questions about Martech & Advertising, Monday to Sunday, newest first, and how many of them named DemandScience. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 92 | 0.0% | |
| 0 | 159 | 0.0% | |
| 0 | 177 | 0.0% | |
| 0 | 225 | 0.0% | |
| 0 | 131 | 0.0% | |
| 0 | 28 | 0.0% | |
| 0 | 42 | 0.0% | |
| 1 | 42 | 2.4% | |
| 4 | 54 | 7.4% | |
| 0 | 46 | 0.0% | |
| 0 | 31 | 0.0% | |
| 6 | 116 | 5.2% | |
| 1 | 111 | 0.9% | |
| 1 | 48 | 2.1% | |
| 0 | 3 | 0.0% |
Named first
When an answer named DemandScience alongside another brand in this record, it was named first in 1 of 12 (8.3%).
Named alongside
- 6sense: named together in 10 answers
- Demandbase: named together in 10 answers
- ZoomInfo: named together in 10 answers
- Influ2: named together in 8 answers
- HubSpot: named together in 7 answers
- Madison Logic: named together in 7 answers
- AdRoll: named together in 6 answers
- Salesforce: named together in 6 answers
Other sources the engines cited when they named DemandScience
Domains other than DemandScience's own sites, ranked by the number of answers that named DemandScience and cited each domain. Own-site citations are shown separately below.
| Domain | Answers |
|---|---|
| influ2.com | 10 |
| demandbase.com | 7 |
| gartner.com | 6 |
| prismic.io | 6 |
| hginsights.com | 5 |
| adobe.com | 4 |
| factors.ai | 4 |
| folloze.com | 4 |
| geisheker.com | 4 |
| cmswire.com | 2 |
DemandScience's own site (demandscience.com) was cited in 0 of 13 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named DemandScience, demandscience.com was cited in 2 of 36,189 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on demandscience.com before it grades or ranks it.
Across every Martech & Advertising buyer question, not only the answers that named DemandScience, the Machine Relations Index ranks which sources AI engines cite for Martech & Advertising questions.
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 DemandScience?
ChatGPT named DemandScience in 2 of 285 answers (0.7%) to buyer questions about Martech & Advertising between May 10, 2026 and November 5, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed DemandScience.
Which sources do AI engines cite when they mention DemandScience?
Excluding DemandScience's own sites, the domains cited most often in answers that named DemandScience were influ2.com (10 answers), demandbase.com (7 answers) and gartner.com (6 answers). DemandScience's own site (demandscience.com) was cited in 0 of 13 (0.0%).
Which AI engine names DemandScience most often?
Gemini, at 2.8%: it named DemandScience in 7 of 251 answers to buyer questions about Martech & Advertising.