The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft 365 Admin Center is first at 26%.
AdminDroid 365 is first at 22%. 7 of 14 models made it the first choice when asked directly.
Ranked first, contested: Microsoft Purview has 12%.
“consider tools like CoreView, Rencore Governance, ShareGate, or AvePoint Cloud Management, which are more widely endorsed”Mistral Small · Negative question · first choice
“CoreView stands out as the best overall Microsoft 365 management tool for a mid-market B2B company”Grok 4.20 · Direct question · first choice
“First-choice share 31% in the IT AI Recommendation Index for enterprise buyers, endorsed leader.”Muse Glimmer 30B · Comparative question · first choice
“CoreView is the tool most often selected in 2026 comparisons for that segment”Muse Glimmer 30B · Direct question · first choice
“This tool has received particularly high criticism with a 57% negative rate according to AI recommendation indices.”MiniMax M2.5 · Negative question · warning
“CoreView - has a high negative rate (57%) and is considered a criticized challenger.”Llama 4 Maverick · Negative question · warning
“CoreView (powerful but enterprise-priced)”DeepSeek V4 Flash · Budget-constrained question · warning
The products named in the same answers as CoreView ONE, over the 122 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 69 | 16 | Compare → | |
| 64 | 4 | Compare → | |
| 64 | 2 | Compare → | |
| 50 | 3 | View → | |
| 46 | 15 | Compare → | |
| 32 | 4 | View → | |
| 32 | 1 | Compare → | |
| 31 | 0 | View → | |
| 28 | 5 | Compare → | |
| 25 | 1 | View → |
What the models named instead of CoreView ONE →
A side-by-side page exists where both products are among a category's top eight.
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 112 of the 122 answers that named CoreView ONE and are not a share of its labels.
391 of the 480 domain citations in answers naming CoreView ONE came from a third party's page. Fifty were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 3 | 0 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 1 | 1 | 1 | 0 | 3 |
| Mistral Small | 1 | 1 | 2 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 1 | 2 | 1 | 4 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 0 | 3 |
| Kimi K2 | 1 | 3 | 0 | 0 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 2 | 0 | 0 | 1 | 3 |
| GPT-6 Luna | 3 | 0 | 0 | 0 | 3 |
| Muse Glimmer 30B | 2 | 0 | 1 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 218 | 96 | 2026-09-25 | SaaS management, MFA | |
| Webinar or virtual event | 79 | undated | M365 management | ||
| News or press | 51 | undated | M365 management | ||
| Case study | 49 | 10 | 2026-09-10 | ||
| Podcast or video | 32 | undated | |||
| Report or ebook | 28 | undated | M365 management | ||
| Glossary or explainer | 16 | 6 | 2026-09-11 | M365 management | |
| Conference or event | 12 | undated | |||
| Comparison | 9 | 3 | 2026-09-28 | MFA | |
| Template or tool | 6 | 2 | 2026-09-10 |
Every page coreview.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 October 5, 2026.