# Siteimprove vs UserWay: which do AI models recommend for website governance, October 2026

GTM AI Recommendation Index, October 2026 Edition, Website governance and accessibility. Four of fourteen models named Siteimprove first on the direct prompt; zero named UserWay. Page: https://gtm-ai-index.com/marketing/website-governance-and-accessibility/siteimprove-vs-userway/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Siteimprove | 25% | #1 of 13 | 25% | 61 | 14 of 14 |
| UserWay | 7% | #4 of 13 | 67% | 30 | 12 of 14 |

## The direct prompt, model by model

- Perplexity Sonar: siteimprove first (first choices: Siteimprove) (alternatives: Acquia Web Governance, PowerMapper)
- Kimi K2: siteimprove first (first choices: Acquia Web Governance, Siteimprove) (alternatives: Silktide)
- GLM 4.7 FlashX: siteimprove first (first choices: Siteimprove) (alternatives: AudioEye, Silktide, UserWay)
- Muse Glimmer 30B: siteimprove first (first choices: Siteimprove) (alternatives: Acquia Web Governance, Monsido, Silktide)
- Claude Haiku 4.5: neither first, one named (first choices: Acquia Web Governance) (alternatives: DubBot, Silktide, Siteimprove)
- GPT-5.4 mini: neither first, one named (first choices: Acquia Web Governance) (alternatives: DubBot, Silktide, Siteimprove, accessiBe)
- Grok 4.1 Fast: neither first, one named (first choices: Acquia Web Governance) (alternatives: AudioEye, Level Access, Silktide, Siteimprove)
- Mistral Small: neither first, one named (first choices: Acquia Web Governance, Silktide) (alternatives: Siteimprove)
- MiniMax M2.5: neither first, one named (first choices: Monsido, Silktide) (alternatives: Accessible Web RAMP, Siteimprove)
- GPT-6 Luna: neither first, one named (first choices: Silktide) (alternatives: Acquia Web Governance, Siteimprove)
- Gemini 3.5 Flash: neither named (first choices: Silktide) (alternatives: Acquia Web Governance, DubBot, Monsido)
- DeepSeek V4 Flash: neither named (first choices: Acquia Web Governance) (alternatives: Silktide)
- Llama 4 Maverick: neither named (first choices: Monsido, Silktide)
- Qwen 3.7 Flash: neither named (first choices: Siteimprove Quality Assurance) (alternatives: Deque axe Platform, Sudo)

## What the models said about Siteimprove

- "Platforms to Avoid if Budget is Very Tight: Siteimprove: ... notoriously expensive." (Qwen 3.7 Flash, budget prompt, hard negative)
- "enterprise website governance and accessibility platforms like Siteimprove, Acquia (formerly Monsido), or Silktide—which routinely start at $5,000 to $50,000+ per year—are usually out of reach" (Gemini 3.5 Flash, budget prompt, soft negative)
- "heavily tailored toward large enterprises... custom modular pricing that typically starts at $15,000/year and can quickly balloon to $40,000+" (Gemini 3.5 Flash, direct prompt, soft negative)
- "I would recommend Siteimprove if you want the strongest balance of website accessibility monitoring and overall content quality governance in one platform." (Perplexity Sonar, paraphrase prompt, first choice)
- "Often cited as the market leader, Siteimprove is an enterprise-grade platform that combines accessibility, SEO, and content quality into one suite." (GLM 4.7 FlashX, comparative prompt, first choice)
- "Siteimprove is an advanced digital governance platform that combines accessibility, SEO, quality assurance, and analytics in one solution." (Claude Haiku 4.5, comparative prompt, first choice)

## What the models said about UserWay

- "The Major Players to Avoid: Overlay plugins like accessiBe and UserWay typically address only 20-30% of WCAG success criteria" (Claude Haiku 4.5, negative prompt, hard negative)
- "Frequently used on WordPress and Shopify sites, but shares the same fundamental technical limitations as other overlays." (Qwen 3.7 Flash, negative prompt, hard negative)
- "Do not rely on these as your primary compliance strategy. Overlays do not fix the underlying code" (Gemini 3.5 Flash, scale prompt, hard negative)
- "I'd recommend starting with UserWay or accessiBe for pure accessibility needs on a budget" (MiniMax M2.5, budget prompt, first choice)
- "UserWay remains the leading choice for small businesses needing a cost-effective widget" (Claude Haiku 4.5, budget prompt, first choice)
- "UserWay and All in One Accessibility are the top choices for small businesses" (Mistral Small, budget prompt, first choice)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.