2 categories · Named, not rankedQubit
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Qubit has 3.
Why models recommend it
“Good for personalization-heavy B2B sites”MiniMax M2.5 · Direct question · alternative
What gives them pause
“Qubit was acquired by Coveo, and its standalone legacy tagging features have largely been shifted toward personalization and commerce AI”Gemini 3.5 Flash · Negative question · warning
“Legacy Enterprise Personalization Suites (e.g., ... Coveo/Qubit) The Risk: Heavy legacy tags, slow execution, and rigid workflows.”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Qubit, over the 7 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
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 →Sources returned with these answers
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 4 of the 7 answers that named Qubit and are not a share of its labels.
Domains cited
Fourteen of the fifteen domain citations in answers naming Qubit came from a third party's page. One was 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 cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 2 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,142 | 14 | 2026-09-09 | SEO, CRM | |
| Webinar or virtual event | 275 | 2 | 2026-08-17 | ||
| Report or ebook | 180 | 2 | 2026-07-21 | ||
| Glossary or explainer | 72 | 0 | 2025-09-30 | ||
| Case study | 57 | 2 | 2026-07-15 | ||
| Conference or event | 37 | 10 | 2026-10-20 | ||
| Comparison | 30 | 0 | 2026-06-16 | CDP | |
| Podcast or video | 21 | 0 | 2024-09-11 | ||
| Template or tool | 7 | 0 | 2025-11-18 | ||
| News or press | 4 | 3 | 2026-09-28 |
Most recent
- 2026-09-28News events news or press
- 2026-09-28Press releases news or press
- 2026-09-23Coveo leadership dinner plano conference or event
- 2026-09-22Groceryshop 2026 conference or event
How it is countedHide how it is counted
Every page coveo.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.