Website governance and accessibility · RankedDubBot
DubBot is a website governance and accessibility product used for recurring accessibility and broken-link reviews · dubbot.com ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Silktide Governance is first at 19%.
Siteimprove is first at 27%. 0 of 14 models made it the first choice when asked directly.
Siteimprove is first at 57%.
Why models recommend it
“Pope Tech or DubBot offer genuine web governance capabilities ... at affordable price points”Claude Haiku 4.5 · Budget-constrained question · first choice
“My default recommendation is DubBot”GPT-6 Luna · Paraphrase question · first choice
“DubBot is a close second, especially if your organization prioritizes automated testing and custom governance rules.”Mistral Small · Direct question · alternative
“DubBot: Lightweight, cost-effective, and very accessible/easy to use for smaller or decentralized content teams.”Gemini 3.5 Flash · Scale-constrained question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as DubBot, over the 37 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 32 | 11 | Compare → | |
| 28 | 9 | Compare → | |
| 19 | 2 | Compare → | |
| 14 | 2 | Compare → | |
| 14 | 1 | View → | |
| 13 | 1 | View → | |
| 9 | 3 | Compare → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 7 | 0 | View → |
What the models named instead of DubBot →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 34 of the 37 answers that named DubBot and are not a share of its labels.
Domains cited
Eighty-eight of the ninety-seven domain citations in answers naming DubBot came from a third party's page.
Pages cited
Pages are listed as the models cited them.
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 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 4 | 0 | 2025-08-07 | ||
| Glossary or explainer | 2 | 0 | 2026-06-26 |
Most recent
- 2026-06-2610131632 subscription upgrades and renewals glossary or explainer
- 2025-08-072501598 smaller sites vs whole site comparison
- 2025-07-0110223466 alternative text for images correcting comparison
- 2025-06-2710176680 alternative text for images the basics comparison
- 2025-06-2710184649 color contrast issues correcting glossary or explainer
- 2025-05-226289748 policy set review suspect alt alternative text comparison
How it is countedHide how it is counted
Every page dubbot.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read October 5, 2026.