Alida
Why models recommend it
“Focus on existing customers and experience improvement rather than general-market audience discovery.”Perplexity Sonar · Comparative question · alternative
“Best for: Market research with a collaborative approach”GLM 4.7 FlashX · Comparative question · alternative
“Alida - Best for insight communities and ongoing research”Llama 4 Maverick · Paraphrase question · alternative
“If you need to Operationalize Feedback: Go with Alida.”Qwen 3.7 Flash · Paraphrase question · alternative
What gives them pause
“require building your own audience first, which mid-sized B2B firms might not have”Grok 4.20 · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as Alida, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 14 | 5 | View → | |
| 12 | 1 | View → | |
| 11 | 2 | View → | |
| 9 | 1 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 6 | 1 | View → | |
| 5 | 2 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | 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 17 of the 17 answers that named Alida and are not a share of its labels.
Domains cited
No domain is on file for Alida, so its own site is not marked.
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 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |