# DubBot: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 19 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/dubbot

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Website governance and accessibility](https://www.gane.ai/index/gtm/marketing/website-governance-and-accessibility/index.md) | 4% | 7 | 0% | 19 |

## What the models said for it

- "Pope Tech or DubBot offer genuine web governance capabilities ... at affordable price points" (Claude Haiku 4.5, Website governance)
- "My default recommendation is DubBot" (GPT-6 Luna, Website governance)
- "DubBot is a close second, especially if your organization prioritizes automated testing and custom governance rules." (Mistral Small, Website governance)
- "DubBot: Lightweight, cost-effective, and very accessible/easy to use for smaller or decentralized content teams." (Gemini 3.5 Flash, Website governance)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 4 | 0 | 0 | 4 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 2 | 1 | 0 | 4 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named DubBot, from 34 of the 37 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 19
- silktide.com: 16
- dubbot.com: 9 (its own site)
- siteimprove.com: 9
- w3.org: 9
- accessible.org: 8
- testparty.ai: 8
- accessibilitychecker.com: 7
- acquia.com: 6
- levelaccess.com: 6

### Pages cited

- https://silktide.com/blog/best-web-governance-platforms: 9
- https://accessible.org/top-accessibility-software-market: 7
- https://dubbot.com/: 7
- https://w3.org/WAI/test-evaluate/tools/selecting: 7
- https://g2.com/categories/Digital-accessibility-platforms/enterprise: 6
- https://featuredcustomers.com/software/website-governance-software: 5
- https://softwareadvice.com/website-accessibility/small-business: 5
- https://webcatalog.io/en/apps/tag/digital-governance-software: 5

## What it publishes

Every page dubbot.com exposes, read 2026-10-05: 334 addresses. By kind, pages and the last 90 days:

- comparison: 4 pages, 0 in the last 90 days, latest 2025-08-07
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2026-06-26
- Recent: 2026-06-26 glossary or explainer: 10131632 subscription upgrades and renewals https://help.dubbot.com/en/articles/10131632-subscription-upgrades-and-renewals
- Recent: 2025-08-07 comparison: 2501598 smaller sites vs whole site https://help.dubbot.com/en/articles/2501598-smaller-sites-vs-whole-site
- Recent: 2025-07-01 comparison: 10223466 alternative text for images correcting https://help.dubbot.com/en/articles/10223466-alternative-text-for-images-correcting
- Recent: 2025-06-27 comparison: 10176680 alternative text for images the basics https://help.dubbot.com/en/articles/10176680-alternative-text-for-images-the-basics
- Recent: 2025-06-27 glossary or explainer: 10184649 color contrast issues correcting https://help.dubbot.com/en/articles/10184649-color-contrast-issues-correcting
- Recent: 2025-05-22 comparison: 6289748 policy set review suspect alt alternative text https://help.dubbot.com/en/articles/6289748-policy-set-review-suspect-alt-alternative-text

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.