Quantilope
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Quantilope has 5.
Why models recommend it
“Use Quantilope, Qualtrics, Attest, or Toluna for surveys and advanced research methods.”Perplexity Sonar · Comparative question · alternative
What gives them pause
“can be expensive and overpowered if you need only basic surveys, web analytics, or customer feedback”Perplexity Sonar · Negative question · warning
“generally positive in comparisons but inherit survey/panel flaws”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Quantilope, over the 16 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 2 | View → | |
| 14 | 2 | View → | |
| 12 | 0 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 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 16 of the 16 answers that named Quantilope and are not a share of its labels.
Domains cited
Fifty-one of the fifty-seven domain citations in answers naming Quantilope 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| 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 | 1 | 0 | 1 |
| 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 |