Website governance and accessibility · November 2026 Edition
DubBot vs Equally.ai
Zero of fourteen models named DubBot first on the direct prompt; zero named Equally.ai. DubBot was named by nine of the fourteen models and Equally.ai by six and DubBot carries 19 labels and Equally.ai 10, so the shares are not directly comparable.
Named in one category this edition.
Equally.ai
accepted challengerNamed in one category this edition.
First-choice share4%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%0%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#6#7A position in a field of 15; printed, not drawn.
Labels1910A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, DubBot reading right to left. Rank and label count are printed, not drawn.Silktide Governance was named alongside these two in twelve of the fourteen direct answers. Siteimprove vs DubBot · Siteimprove vs Equally.ai · Silktide Governance vs DubBot
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the website governance and accessibility page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
DubBotFirst choices, of fourteen modelsEqually.aiDirect00
Paraphrase11
Comparative00
Budget-constrained11
Scale-constrained00
Negative00
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where DubBot and Equally.ai stood in it.
| Model | DirectEA | ParaphraseEA | ComparativeEA | Budget-constrainedEA | Scale-constrainedEA | NegativeEA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | |||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | |||||
| Grok 4.20 | EA | EA | EA | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | EA | |||||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | EA | EA | ||||
| Kimi K2 | | | ||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B |
DubBotEA Equally.ai first choice named as an alternative argued againstblank: not namedEach cell is one answer, DubBot on the left and Equally.ai on the right.The direct prompt
The plain question, one answer per model, grouped by where DubBot and Equally.ai stood in it.
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniSiteimprove alternatives: Acquia Web Governance, DubBot, Level Access Accessibility Platform, Silktide Governance
Gemini 3.5 FlashSilktide Governance alternatives: Acquia Web Governance, Deque axe Monitor, DubBot, Level Access Accessibility Platform
Perplexity SonarSilktide Governance alternatives: DubBot, Level Access Accessibility Platform
Grok 4.20Siteimprove alternatives: Acquia Web Governance, AudioEye, DubBot, Equally.ai, Level Access Accessibility Platform, Monsido, Silktide Governance, UserWay
Mistral SmallSiteimprove alternatives: Acquia Web Governance, DubBot
Neither was named
9 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Silktide Governance alternatives: AudioEye, Siteimprove, SortSite, accessiBe
DeepSeek V4 FlashAcquia Web Governance, Siteimprove alternatives: Silktide Governance
Llama 4 MaverickAcquia Web Governance alternatives: Monsido, Pope Tech, Silktide Governance, Siteimprove
Qwen 3.7 FlashWordPress alternatives: Drupal, Level Access Accessibility Platform, Microsoft SharePoint Online, accessiBe
Kimi K2Siteimprove alternatives: Acquia Web Governance, Silktide Governance
GLM 4.7 FlashXAcquia Web Governance alternatives: EqualWeb, Insytful, Silktide Governance, UserWay
MiniMax M2.5Silktide Governance alternatives: Accessiway, Acquia Web Governance, Level Access Accessibility Platform, UserWay
GPT-6 LunaSilktide Governance alternatives: Acquia Web Governance, Siteimprove
Muse Glimmer 30BSiteimprove alternatives: Acquia Web Governance, Silktide Governance
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Equally.ai leads by two points.
Equally.ai8%#3 of 15
DubBot6%#4 of 15Mid-marketThe figures above
Level: the same share of first choices.
DubBot4%#6 of 15Equally.ai4%#7 of 15
The full mid-market standing →Enterprise
Level: the same share of first choices.
DubBot0%#– of 10Equally.ai0%#– of 10
The full enterprise standing →What the models said about DubBot
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Pope Tech or DubBot offer genuine web governance capabilities ... at affordable price points” Claude Haiku 4.5 · budget prompt · first choice
“My default recommendation is DubBot” GPT-6 Luna · paraphrase prompt · first choice
“DubBot is a close second, especially if your organization prioritizes automated testing and custom governance rules.” Mistral Small · direct prompt · alternative
What the models said about Equally.ai
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Equally.ai stands out as one of the best options for website accessibility and governance” Grok 4.20 · budget prompt · first choice
“### 1. Top Recommendation: Equally.ai” Qwen 3.7 Flash · paraphrase prompt · first choice
“Equally.ai (Best for AI-Driven Automation): Excellent for quick setup with AI scanning, auto-remediation, and expert audits.” Grok 4.20 · paraphrase prompt · alternative
Also compared
Siteimprove vs DubBotSiteimprove vs Equally.aiSilktide Governance vs DubBotSilktide Governance vs Equally.aiPope Tech vs DubBotPope Tech vs Equally.aiAcquia Web Governance vs DubBotAcquia Web Governance vs Equally.aiLevel Access Accessibility Platform vs DubBotLevel Access Accessibility Platform vs Equally.aiDubBot vs Deque axe PlatformEqually.ai vs Deque axe PlatformAll twenty-eight head-to-head pages and the full website governance standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.