AI visibility and answer engine tracking tools · Named, not rankedCognizo
Cognizo is a generative engine optimization platform that tracks how a brand appears in AI-generated answers and supports content creation and optimization in the same product · cognizo.ai ↗
Gane, the publisher, sells software in AI visibility, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Cognizo has 2.
Why models recommend it
“If you want actionable, automated content fixes to close gaps: Evaluate Scrunch or Athena.”Gemini 3.5 Flash · Comparative question · alternative
“Cognizo is an excellent runner-up”DeepSeek V4 Flash · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Cognizo, over the 7 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 7 | 5 | View → | |
| 6 | 2 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Cognizo's own site, not checked by Gane.
- For
- marketers
- Price stated
- Growth $499 / month; Pro $999 / month; Enterprise Custom
- Starting price
- 499
- Integrations
- 62
- Hosting
- USA
- Customers named
- Hat Club
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 7 of the 7 answers that named Cognizo and are not a share of its labels.
Domains cited
Twenty-three of the thirty-two domain citations in answers naming Cognizo came from a third party's page. Six 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 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 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| 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 | 84 | undated | SEO, CRM | ||
| Report or ebook | 5 | undated | |||
| Case study | 2 | 0 | 2026-03-19 | ||
| Comparison | 2 | undated | SEO | ||
| Template or tool | 1 | undated | |||
| Glossary or explainer | 1 | undated | SEO |
Most recent
- 2026-03-19Hat club turned ai visibility into 20x revenue case study
- 2026-03-19How opal 30xd ai search visibility case study
How it is countedHide how it is counted
Every page cognizo.ai 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. Read September 29, 2026.