How AI answer engines name LiveRamp
Data through October 23, 2026
Across 1,043 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Martech & Advertising between May 10, 2026 and October 23, 2026, LiveRamp was named in 17 (1.6%).
By engine
Answers each engine gave to buyer questions about Martech & Advertising, and how many of them named LiveRamp.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 1 | 215 | 0.5% |
| Claude | 2 | 215 | 0.9% |
| Gemini | 7 | 215 | 3.3% |
| Perplexity | 3 | 215 | 1.4% |
| Google AI Mode | 3 | 126 | 2.4% |
| Google AI Overviews | 1 | 57 | 1.8% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 105 | 0.0% |
| Ranked list | 2 | 70 | 2.9% |
| Head-to-head | 0 | 71 | 0.0% |
| Is it worth it | 0 | 100 | 0.0% |
| How to choose | 0 | 104 | 0.0% |
| Problem first | 1 | 100 | 1.0% |
| News | 14 | 493 | 2.8% |
Week by week
LiveRamp was named in at least one answer in 8 of the 13 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Martech & Advertising, Monday to Sunday, newest first, and how many of them named LiveRamp. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 166 | 0.6% | |
| 2 | 225 | 0.9% | |
| 0 | 131 | 0.0% | |
| 0 | 28 | 0.0% | |
| 4 | 42 | 9.5% | |
| 0 | 42 | 0.0% | |
| 2 | 54 | 3.7% | |
| 3 | 46 | 6.5% | |
| 1 | 31 | 3.2% | |
| 2 | 116 | 1.7% | |
| 2 | 111 | 1.8% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named LiveRamp alongside another brand in this record, it was named first in 4 of 15 (26.7%).
Named alongside
- Adobe: named together in 14 answers
- Salesforce: named together in 13 answers
- HubSpot: named together in 5 answers
- Mailchimp: named together in 5 answers
- Databricks: named together in 4 answers
- Hightouch: named together in 3 answers
- Tealium: named together in 3 answers
- Zeta Global: named together in 2 answers
Sources the engines cited when they named LiveRamp
Domains cited in answers that named LiveRamp, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| lincolninternational.com | 13 |
| tkm-consultants.com | 9 |
| kearney.com | 8 |
| martech.org | 7 |
| lxahub.com | 5 |
| cmswire.com | 4 |
| linkedin.com | 4 |
| xerago.ai | 4 |
| improvado.io | 3 |
| martechcube.com | 3 |
LiveRamp's own site (liveramp.com) was cited in 0 of 17 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named LiveRamp, liveramp.com was cited in 8 of 30,032 (0.03%), by 3 of the 6 engines it observes. The Index is still collecting evidence on liveramp.com before it grades or ranks it.
Across every Martech & Advertising buyer question, not only the answers that named LiveRamp, 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 LiveRamp?
ChatGPT named LiveRamp in 1 of 215 answers (0.5%) to buyer questions about Martech & Advertising between May 10, 2026 and October 23, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed LiveRamp.
Which sources do AI engines cite when they mention LiveRamp?
The domains cited most often in answers that named LiveRamp were lincolninternational.com (13 answers), tkm-consultants.com (9 answers) and kearney.com (8 answers).
Which AI engine names LiveRamp most often?
Gemini, at 3.3%: it named LiveRamp in 7 of 215 answers to buyer questions about Martech & Advertising.