# Siteimprove vs Silktide: 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; five named Silktide. Page: https://gtm-ai-index.com/marketing/website-governance-and-accessibility/siteimprove-vs-silktide/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Siteimprove | 25% | #1 of 13 | 25% | 61 | 14 of 14 |
| Silktide | 23% | #2 of 13 | 4% | 50 | 14 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)
- Gemini 3.5 Flash: silktide first (first choices: Silktide) (alternatives: Acquia Web Governance, DubBot, Monsido)
- Mistral Small: silktide first (first choices: Acquia Web Governance, Silktide) (alternatives: Siteimprove)
- Llama 4 Maverick: silktide first (first choices: Monsido, Silktide)
- MiniMax M2.5: silktide first (first choices: Monsido, Silktide) (alternatives: Accessible Web RAMP, Siteimprove)
- GPT-6 Luna: silktide first (first choices: Silktide) (alternatives: Acquia Web Governance, Siteimprove)
- 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)
- DeepSeek V4 Flash: neither first, one named (first choices: Acquia Web Governance) (alternatives: 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 Silktide

- "routinely start at $5,000 to $50,000+ per year—are usually out of reach" (Gemini 3.5 Flash, budget prompt, soft negative)
- "~$500/mo+ | Large enterprises ... Overkill for most small budgets" (DeepSeek V4 Flash, budget prompt, soft negative)
- "Silktide: Known specifically for web governance. It helps manage multiple sites, enforces content quality alongside accessibility, and provides a clear overview for large organizations." (Qwen 3.7 Flash, scale prompt, first choice)
- "All-in-one web governance with strong accessibility (WCAG 2.1/2.2 scanning at A/AA/AAA), content quality, SEO, broken links, legal compliance, and user behavior analysis." (Grok 4.1 Fast, comparative prompt, first choice)
- "Silktide - a web governance platform that analyzes and improves websites across accessibility, content, SEO, user experience, analytics, and compliance." (Llama 4 Maverick, direct 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.