Website governance and accessibility · November 2026 Edition
Siteimprove vs Silktide Governance
Six of fourteen models named Siteimprove first on the direct prompt; five named Silktide Governance. Both were named by all fourteen models and Siteimprove carries 57 labels and Silktide Governance 48, so the shares are not directly comparable.
Named in two categories this edition.
Silktide Governance
accepted challengerNamed in one category this edition.
First-choice share27%23%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 15; printed, not drawn.
Labels5748A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Siteimprove reading right to left. Rank and label count are printed, not drawn.Acquia Web Governance was named alongside these two in eleven of the fourteen direct answers. Siteimprove vs Pope Tech · Siteimprove vs Acquia Web Governance · Siteimprove vs Level Access Accessibility Platform
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.
SiteimproveFirst choices, of fourteen modelsSilktide GovernanceDirect653 against Siteimprove
Paraphrase542 against Siteimprove
Comparative116
Budget-constrained017 against Siteimprove · 3 against Silktide Governance
Scale-constrained32
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.
Across every category in the November 2026 Edition, Siteimprove and Silktide Governance were named in the same answer 107 times, of the 180 answers naming Siteimprove and the 117 naming Silktide Governance. In those answers Silktide Governance took the first choice twenty-five times and Siteimprove thirty-one.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Siteimprove and Silktide Governance stood in it.
| Model | DirectSG | ParaphraseSG | ComparativeSG | Budget-constrainedSG | Scale-constrainedSG | NegativeSG |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | SG | SG | SG | |||
| GPT-5.4 mini | SG | | | SG | ||
| Gemini 3.5 Flash | SG | SG | SG | SG | SG | |
| Perplexity Sonar | SG | SG | SG | SG | SG | |
| Grok 4.20 | SG | | SG | | SG | |
| Mistral Small | | SG | SG | |||
| DeepSeek V4 Flash | SG | SG | SG | | SG | |
| Llama 4 Maverick | SG | | ||||
| Qwen 3.7 Flash | | SG | ||||
| Kimi K2 | SG | SG | SG | SG | | |
| GLM 4.7 FlashX | SG | | SG | |||
| MiniMax M2.5 | SG | SG | SG | |||
| GPT-6 Luna | SG | SG | SG | |||
| Muse Glimmer 30B | SG | | SG | SG |
SiteimproveSG Silktide Governance first choice named as an alternative argued againstblank: not namedEach cell is one answer, Siteimprove on the left and Silktide Governance on the right.The direct prompt
The plain question, one answer per model, grouped by where Siteimprove and Silktide Governance stood in it.
Siteimprove first, Silktide Governance an alternative
6 of 14 modelsSilktide Governance was named in the answer but not as the choice, or not at all.GPT-5.4 miniSiteimprove alternatives: Acquia Web Governance, DubBot, Level Access Accessibility Platform, Silktide Governance
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
DeepSeek V4 FlashAcquia Web Governance, Siteimprove alternatives: Silktide Governance
Kimi K2Siteimprove alternatives: Acquia Web Governance, Silktide Governance
Muse Glimmer 30BSiteimprove alternatives: Acquia Web Governance, Silktide Governance
Silktide Governance first, Siteimprove an alternative
5 of 14 modelsSiteimprove was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Silktide Governance alternatives: AudioEye, Siteimprove, SortSite, accessiBe
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
MiniMax M2.5Silktide Governance alternatives: Accessiway, Acquia Web Governance, Level Access Accessibility Platform, UserWay
GPT-6 LunaSilktide Governance alternatives: Acquia Web Governance, Siteimprove
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Llama 4 MaverickAcquia Web Governance alternatives: Monsido, Pope Tech, Silktide Governance, Siteimprove
GLM 4.7 FlashXAcquia Web Governance alternatives: EqualWeb, Insytful, Silktide Governance, UserWay
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Qwen 3.7 FlashWordPress alternatives: Drupal, Level Access Accessibility Platform, Microsoft SharePoint Online, accessiBe
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
Silktide Governance leads by fifteen points.
Silktide Governance19%#1 of 15
Siteimprove4%#7 of 15Mid-marketThe figures above
The order flips: Siteimprove leads at mid-market.
Siteimprove27%#1 of 15Silktide Governance23%#2 of 15
The full mid-market standing →Enterprise
Siteimprove leads by forty-six points.
Siteimprove57%#1 of 10Silktide Governance11%#3 of 10
The full enterprise standing →What the models said about Siteimprove
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Avoid enterprise-heavy tools like Siteimprove unless you have a budget exceeding \$20k-\$30k/year” Qwen 3.7 Flash · paraphrase prompt · hard negative
“Avoid starting with Siteimprove unless the budget supports enterprise pricing” Perplexity Sonar · budget prompt · hard negative
“What to Avoid - Siteimprove: $10,000–$50,000+/year (enterprise pricing)” Kimi K2 · budget prompt · hard negative
“Siteimprove is an established option for large enterprises, combining accessibility, content quality, SEO, and analytics modules in a suite built for large, regulated organizations.” Claude Haiku 4.5 · comparative prompt · first choice
“Siteimprove is the safe enterprise-standard choice when the company wants accessibility compliance plus ongoing editorial/SEO quality governance and reporting” Muse Glimmer 30B · paraphrase prompt · first choice
“Best overall: Siteimprove if you want the strongest mix of website governance + accessibility + content/SEO/analytics in one platform.” GPT-5.4 mini · direct prompt · first choice
What the models said about Silktide Governance
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“What to Avoid ... Silktide: Premium pricing, though faster ROI” Kimi K2 · budget prompt · hard negative
“can be cost-prohibitive, as they often start at $10,000 to $20,000+ per year” Gemini 3.5 Flash · budget prompt · soft negative
“it sits above the sub-$50 tiers above” Muse Glimmer 30B · budget prompt · soft negative
“Silktide: Known for its "human-first" approach. It combines automated scanning with data on how real users with disabilities experience the site.” Qwen 3.7 Flash · comparative prompt · first choice
“An all-in-one platform for analyzing and improving websites... best for global teams needing a single dashboard for multiple sites and brands.” Mistral Small · comparative prompt · first choice
“Siteimprove and Silktide lead the field for teams that want accessibility, content quality and SEO checks in one dashboard.” Muse Glimmer 30B · comparative prompt · first choice
Also compared
Siteimprove vs Pope TechSiteimprove vs Acquia Web GovernanceSiteimprove vs Level Access Accessibility PlatformSiteimprove vs DubBotSiteimprove vs Equally.aiSiteimprove vs Deque axe PlatformSilktide Governance vs Pope TechSilktide Governance vs Acquia Web GovernanceSilktide Governance vs Level Access Accessibility PlatformSilktide Governance vs DubBotSilktide Governance vs Equally.aiSilktide Governance 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.