| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Website governance and accessibility | Marketing | 25% | 1 of 98 | 25% | 61 | accepted challenger | |
| SEO and content optimization platforms | Marketing | 0% | 49 of 78 | 0% | 1 | under 10 labels · led by Semrush at 21% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 1 | 4 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 2 | 0 | 0 | 4 | 6 |
| Perplexity Sonar | 2 | 0 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 2 | 1 | 1 | 5 |
| Mistral Small | 1 | 3 | 0 | 0 | 4 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 4 | 6 |
| Llama 4 Maverick | 1 | 0 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 3 | 0 | 0 | 2 | 5 |
| Kimi K2 | 3 | 0 | 1 | 0 | 4 |
| GLM 4.7 FlashX | 3 | 0 | 1 | 1 | 5 |
| MiniMax M2.5 | 2 | 2 | 1 | 1 | 6 |
| GPT-6 Luna | 1 | 2 | 0 | 0 | 3 |
| Muse Glimmer 30B | 4 | 0 | 1 | 1 | 6 |
Verbatim evidence the judge attached to positive labels.
“I would recommend Siteimprove if you want the strongest balance of website accessibility monitoring and overall content quality governance in one platform.” Perplexity Sonar · Website governance · 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 · Website governance · 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 · Website governance · comparative prompt · first choice
“Silktide and Siteimprove are frequently cited as leading for teams that want accessibility, content quality and SEO checks in one dashboard.” Muse Glimmer 30B · Website governance · scale prompt · first choice
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Platforms to Avoid if Budget is Very Tight: Siteimprove: ... notoriously expensive.” Qwen 3.7 Flash · Website governance · 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 · Website governance · 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 · Website governance · direct prompt · soft negative
“common complaints across the largest platforms (including Siteimprove, Crownpeak, and others) include: Slow performance / slow loading” DeepSeek V4 Flash · Website governance · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 179 of the 188 answers that named Siteimprove and are not a share of its labels.
651 of the 703 domain citations in answers naming Siteimprove came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| 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.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What Siteimprove's own pages state, read October 5, 2026: siteimprove.com, siteimprove.com/platform, siteimprove.com/de/case-studies, siteimprove.com/partners. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Siteimprove's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Siteimprove, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Siteimprove by email, built from the raw record of the edition. It shows:
AI models recommend Siteimprove first in Website governance and accessibility this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.