# How AI answer engines name Dreamdata

> Across 1,054 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Martech & Advertising between May 10, 2026 and October 24, 2026, Dreamdata was named in 14 (1.3%).

- URL: https://paralabs.ai/brands/dreamdata
- Data through: October 24, 2026
- Domain profile: [dreamdata.io](https://machinerelations.ai/index/domains/dreamdata.io)

## By engine

Answers each engine gave to buyer questions about Martech & Advertising, and how many of them named Dreamdata.

| Engine | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| ChatGPT | 0 | 217 | 0.0% |
| Claude | 2 | 217 | 0.9% |
| Gemini | 3 | 217 | 1.4% |
| Perplexity | 5 | 217 | 2.3% |
| Google AI Mode | 2 | 128 | 1.6% |
| Google AI Overviews | 2 | 58 | 3.4% |

## By question type

The same answers, split by the shape of the buyer question.

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 7 | 105 | 6.7% |
| Ranked list | 0 | 76 | 0.0% |
| Head-to-head | 0 | 76 | 0.0% |
| Is it worth it | 3 | 100 | 3.0% |
| How to choose | 0 | 104 | 0.0% |
| Problem first | 0 | 100 | 0.0% |
| News | 4 | 493 | 0.8% |

## Week by week

Dreamdata 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 Dreamdata. The questions asked can differ from one week to the next.

| Week of | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| October 19, 2026 (through October 24, 2026) | 1 | 177 | 0.6% |
| October 12, 2026 | 5 | 225 | 2.2% |
| October 5, 2026 | 2 | 131 | 1.5% |
| September 28, 2026 | 2 | 28 | 7.1% |
| June 29, 2026 | 1 | 42 | 2.4% |
| June 22, 2026 | 0 | 42 | 0.0% |
| June 15, 2026 | 1 | 54 | 1.9% |
| June 8, 2026 | 0 | 46 | 0.0% |
| June 1, 2026 | 0 | 31 | 0.0% |
| May 25, 2026 | 1 | 116 | 0.9% |
| May 18, 2026 | 0 | 111 | 0.0% |
| May 11, 2026 | 0 | 48 | 0.0% |
| May 4, 2026 (from May 10, 2026) | 1 | 3 | 33.3% |

## Named first

When an answer named Dreamdata alongside another brand in this record, it was named first in 5 of 14 (35.7%).

## Named alongside

- [HockeyStack](https://paralabs.ai/brands/hockeystack): named together in 10 answers
- [Meta](https://paralabs.ai/brands/meta): named together in 9 answers
- [Adobe](https://paralabs.ai/brands/adobe): named together in 4 answers
- [Factors.ai](https://paralabs.ai/brands/factors-ai): named together in 4 answers
- [Salesforce](https://paralabs.ai/brands/salesforce): named together in 4 answers
- [AppsFlyer](https://paralabs.ai/brands/appsflyer): named together in 3 answers
- [HubSpot](https://paralabs.ai/brands/hubspot): named together in 3 answers
- [Landbase](https://paralabs.ai/brands/landbase): named together in 3 answers

## Sources the engines cited when they named Dreamdata

Domains cited in answers that named Dreamdata, by the number of those answers that cited them.

| Domain | Answers |
| --- | ---: |
| [cometly.com](https://machinerelations.ai/index/domains/cometly.com) | 4 |
| [g2.com](https://machinerelations.ai/index/domains/g2.com) | 4 |
| [usermaven.com](https://machinerelations.ai/index/domains/usermaven.com) | 4 |
| [guideflow.com](https://machinerelations.ai/index/domains/guideflow.com) | 3 |
| [hockeystack.com](https://machinerelations.ai/index/domains/hockeystack.com) | 3 |
| [improvado.io](https://machinerelations.ai/index/domains/improvado.io) | 3 |
| [landbase.com](https://machinerelations.ai/index/domains/landbase.com) | 3 |
| [segmentstream.com](https://machinerelations.ai/index/domains/segmentstream.com) | 3 |
| [superscout.co](https://machinerelations.ai/index/domains/superscout.co) | 3 |
| [adasight.com](https://machinerelations.ai/index/domains/adasight.com) | 2 |

Dreamdata's own site ([dreamdata.io](https://machinerelations.ai/index/domains/dreamdata.io)) was cited in 0 of 14 (0.0%).

Across every answer run in the Machine Relations Index, not only the answers that named Dreamdata, dreamdata.io was cited in 6 of 30,766 (0.02%), by 2 of the 6 engines it observes. The Index is still collecting evidence on dreamdata.io before it grades or ranks it.

Across every Martech & Advertising buyer question, not only the answers that named Dreamdata, the Machine Relations Index ranks [which sources AI engines cite for Martech & Advertising questions](https://machinerelations.ai/index/categories/martech-advertising).

## 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](https://machinerelations.ai/machine-relations-index).

## FAQ

### Does ChatGPT recommend Dreamdata?

ChatGPT did not name Dreamdata in any of its 217 answers to buyer questions about Martech & Advertising between May 10, 2026 and October 24, 2026.

### Which sources do AI engines cite when they mention Dreamdata?

The domains cited most often in answers that named Dreamdata were cometly.com (4 answers), g2.com (4 answers) and usermaven.com (4 answers).

### Which AI engine names Dreamdata most often?

Google AI Overviews, at 3.4%: it named Dreamdata in 2 of 58 answers to buyer questions about Martech & Advertising.

## Machine-readable related links

- Primary concept: [AI brand visibility](https://paralabs.ai/brands)
- Related brand: [How AI answer engines name HockeyStack](https://paralabs.ai/brands/hockeystack)
- Related brand: [How AI answer engines name Meta](https://paralabs.ai/brands/meta)
- Related brand: [How AI answer engines name Adobe](https://paralabs.ai/brands/adobe)
- Source data: [Machine Relations Index](https://machinerelations.ai/machine-relations-index)
- Research index: [Para Labs brand index](https://paralabs.ai/brands)
- Machine manifest: [Para Labs machine manifest](https://paralabs.ai/machine-manifest.json)