The standing depends on who is buying. Every model is asked the same questions for each company size.
Voxjar is first at 20%.
Voxjar is first at 21%. 1 of 14 models made it the first choice when asked directly.
MaestroQA is first at 16%.
“Insightful and Zendesk QA are top contenders due to their comprehensive features, ease of use, and strong integration capabilities”Mistral Small · Direct question · first choice
“Recommendation: Start with Insightful if you have fewer than 20 agents.”Qwen 3.7 Flash · Budget-constrained question · first choice
“Real-time dashboards, smart scorecards, and performance tracking. Highly rated (4.8/5) for mid-size businesses”Grok 4.20 · Direct question · alternative
“Highly rated (4.8/5 on GetApp with 253 reviews) and specifically recommended for small businesses”DeepSeek V4 Flash · Budget-constrained question · alternative
No model argued against it.
The products named in the same answers as Insightful, over the 32 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 23 | 1 | Compare → | |
| 13 | 5 | Compare → | |
| 13 | 0 | Compare → | |
| 12 | 6 | Compare → | |
| 12 | 0 | View → | |
| 10 | 0 | View → | |
| 9 | 2 | Compare → | |
| 7 | 1 | Compare → | |
| 7 | 1 | View → | |
| 6 | 1 | View → |
What the models named instead of Insightful →
A side-by-side page exists where both products are among a category's top eight.
Stated on Insightful's own site, not checked by Gane.
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 32 of the 32 answers that named Insightful and are not a share of its labels.
155 of the 155 domain citations in answers naming Insightful came from a third party's page.
Pages are listed as the models cited them.
| 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 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 1 | 0 | 3 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,538 | 175 | 2026-09-29 | ||
| Comparison | 127 | 11 | 2026-09-20 | ||
| Case study | 72 | undated | |||
| Glossary or explainer | 26 | 8 | 2026-09-29 | ||
| Webinar or virtual event | 22 | 1 | 2026-08-21 | ||
| Template or tool | 12 | 2 | 2026-08-27 | ||
| Report or ebook | 6 | undated | |||
| Podcast or video | 4 | 0 | 2025-12-24 |
Every page insightful.io 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.