# How AI answer engines name CleanBrowsing

> Across 1,263 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Family Software between May 10, 2026 and October 24, 2026, CleanBrowsing was named in 17 (1.3%).

Last 28 days: named in 7 of 672 answers in its home categories (1.0%), down 0.7 points from the 28 days before.

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

## By engine

Answers each engine gave to buyer questions about Family Software, and how many of them named CleanBrowsing.

| Engine | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| ChatGPT | 1 | 313 | 0.3% |
| Claude | 0 | 303 | 0.0% |
| Gemini | 14 | 313 | 4.5% |
| Perplexity | 2 | 313 | 0.6% |
| Google AI Mode | 0 | 12 | 0.0% |
| Google AI Overviews | 0 | 9 | 0.0% |

## By question type

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

| Question type | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| Best-of | 0 | 216 | 0.0% |
| Ranked list | 0 | 210 | 0.0% |
| Head-to-head | 6 | 212 | 2.8% |
| Is it worth it | 0 | 204 | 0.0% |
| How to choose | 11 | 209 | 5.3% |
| Problem first | 0 | 212 | 0.0% |

## Week by week

CleanBrowsing was named in at least one answer in 7 of the 9 weeks on record; the latest was the week of October 19, 2026.

Each week's answers to buyer questions about Family Software, Monday to Sunday, newest first, and how many of them named CleanBrowsing. The questions asked can differ from one week to the next.

| Week of | Named | Answers | Rate |
| --- | ---: | ---: | ---: |
| October 19, 2026 (through October 24, 2026) | 3 | 168 | 1.8% |
| October 12, 2026 | 2 | 178 | 1.1% |
| October 5, 2026 | 0 | 179 | 0.0% |
| September 28, 2026 | 2 | 168 | 1.2% |
| September 14, 2026 | 0 | 4 | 0.0% |
| September 7, 2026 | 4 | 160 | 2.5% |
| August 31, 2026 | 2 | 182 | 1.1% |
| August 24, 2026 | 3 | 164 | 1.8% |
| August 17, 2026 | 1 | 60 | 1.7% |

## Named first

When an answer named CleanBrowsing alongside another brand in this record, it was named first in 5 of 15 (33.3%).

## Named alongside

- [Net Nanny](https://paralabs.ai/brands/net-nanny): named together in 8 answers
- [Qustodio](https://paralabs.ai/brands/qustodio): named together in 8 answers
- [Bark](https://paralabs.ai/brands/bark): named together in 7 answers
- [Canopy](https://paralabs.ai/brands/canopy): named together in 1 answers
- [Eyezy](https://paralabs.ai/brands/eyezy): named together in 1 answers
- [FamilyTime](https://paralabs.ai/brands/familytime): named together in 1 answers
- [OurPact](https://paralabs.ai/brands/ourpact): named together in 1 answers

## Sources the engines cited when they named CleanBrowsing

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

| Domain | Answers |
| --- | ---: |
| [useboomerang.com](https://machinerelations.ai/index/domains/useboomerang.com) | 6 |
| [netnanny.com](https://machinerelations.ai/index/domains/netnanny.com) | 4 |
| [pcmag.com](https://machinerelations.ai/index/domains/pcmag.com) | 4 |
| [apple.com](https://machinerelations.ai/index/domains/apple.com) | 2 |
| [kidgy.com](https://machinerelations.ai/index/domains/kidgy.com) | 2 |
| [oakleys.org.uk](https://machinerelations.ai/index/domains/oakleys.org.uk) | 2 |
| [aura.com](https://machinerelations.ai/index/domains/aura.com) | 1 |
| [bark.us](https://machinerelations.ai/index/domains/bark.us) | 1 |
| [canopy.us](https://machinerelations.ai/index/domains/canopy.us) | 1 |
| [cyberquotix.com](https://machinerelations.ai/index/domains/cyberquotix.com) | 1 |

CleanBrowsing's own site ([cleanbrowsing.org](https://machinerelations.ai/index/domains/cleanbrowsing.org)) was cited in 0 of 17 (0.0%).

Across every answer run in the Machine Relations Index, not only the answers that named CleanBrowsing, cleanbrowsing.org was cited in 7 of 30,766 (0.02%), by 2 of the 6 engines it observes. The Index is still collecting evidence on cleanbrowsing.org before it grades or ranks it.

Across every Family Software buyer question, not only the answers that named CleanBrowsing, the Machine Relations Index ranks [which sources AI engines cite for Family Software questions](https://machinerelations.ai/index/categories/family-software).

## 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 CleanBrowsing?

ChatGPT named CleanBrowsing in 1 of 313 answers (0.3%) to buyer questions about Family Software between May 10, 2026 and October 24, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed CleanBrowsing.

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

The domains cited most often in answers that named CleanBrowsing were useboomerang.com (6 answers), netnanny.com (4 answers) and pcmag.com (4 answers).

### Which AI engine names CleanBrowsing most often?

Gemini, at 4.5%: it named CleanBrowsing in 14 of 313 answers to buyer questions about Family Software.

## Machine-readable related links

- Primary concept: [AI brand visibility](https://paralabs.ai/brands)
- Related brand: [How AI answer engines name Net Nanny](https://paralabs.ai/brands/net-nanny)
- Related brand: [How AI answer engines name Qustodio](https://paralabs.ai/brands/qustodio)
- Related brand: [How AI answer engines name Bark](https://paralabs.ai/brands/bark)
- 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)
