Siteimprove is an SEO and content optimization platform that supports digital governance, content quality and accessibility alongside search optimization · siteimprove.com ↗
Gane, the publisher, sells software in SEO, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Silktide Governance is first at 19%.
Ranked first, contested: Silktide Governance has 23%. 6 of 14 models made it the first choice when asked directly.
Ranked first. Next is Level Access Accessibility Platform at 17%.
“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 question · 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 question · 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 question · first choice
“Siteimprove stands out as the best overall solution due to its comprehensive features, ease of use, and strong integration capabilities”Mistral Small · Direct question · first choice
“Avoid enterprise-heavy tools like Siteimprove unless you have a budget exceeding \$20k-\$30k/year”Qwen 3.7 Flash · Paraphrase question · warning
“Avoid starting with Siteimprove unless the budget supports enterprise pricing”Perplexity Sonar · Budget-constrained question · warning
“What to Avoid - Siteimprove: $10,000–$50,000+/year (enterprise pricing)”Kimi K2 · Budget-constrained question · warning
“enterprise website governance platforms like Siteimprove or Silktide can be cost-prohibitive, as they often start at $10,000 to $20,000+ per year”Gemini 3.5 Flash · Budget-constrained question · warning
The products named in the same answers as Siteimprove, over the 180 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 107 | 25 | Compare → | |
| 92 | 7 | Compare → | |
| 80 | 2 | View → | |
| 79 | 7 | View → | |
| 70 | 7 | Compare → | |
| 53 | 2 | View → | |
| 41 | 3 | View → | |
| 37 | 1 | Compare → | |
| 32 | 3 | Compare → | |
| 28 | 1 | View → |
What the models named instead of Siteimprove →
A side-by-side page exists where both products are among a category's top eight.
Stated on Siteimprove's own site, not checked by Gane.
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 →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 168 of the 180 answers that named Siteimprove and are not a share of its labels.
455 of the 516 domain citations in answers naming Siteimprove came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 3 | 0 | 0 | 1 | 4 |
| Gemini 3.5 Flash | 2 | 1 | 0 | 3 | 6 |
| Perplexity Sonar | 1 | 2 | 0 | 2 | 5 |
| Grok 4.20 | 4 | 1 | 1 | 0 | 6 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 3 | 1 | 0 | 1 | 5 |
| Llama 4 Maverick | 0 | 1 | 3 | 1 | 5 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 3 | 1 | 1 | 1 | 6 |
| GLM 4.7 FlashX | 2 | 0 | 1 | 1 | 4 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 1 | 1 | 0 | 3 |
| Muse Glimmer 30B | 3 | 0 | 0 | 1 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 469 | 61 | 2026-09-28 | SEO, Mobile apps | |
| News or press | 80 | 1 | 2026-08-18 | SEO | |
| Glossary or explainer | 70 | 0 | 2026-06-03 | SEO, Content marketing | |
| Webinar or virtual event | 61 | undated | SEO | ||
| Case study | 31 | undated | |||
| Comparison | 18 | 1 | 2026-08-26 | SEO | |
| Conference or event | 6 | undated | |||
| Template or tool | 6 | 0 | 2026-03-31 | ||
| Podcast or video | 1 | undated |
Every page siteimprove.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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.