Wynter is a B2B audience research and messaging validation platform · wynter.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
SparkToro is first at 54%.
SparkToro is first at 33%. 1 of 14 models made it the first choice when asked directly.
GWI is first at 32%.
“paired with Wynter (for messaging validation) offers the highest ROI-to-cost ratio”Gemini 3.5 Flash · Paraphrase question · first choice
“I'd recommend a combination of Wynter + SparkToro”DeepSeek V4 Flash · Paraphrase question · first choice
“My default pick: Wynter”GPT-6 Luna · Direct question · first choice
“For testing messaging with B2B buyers: consider Wynter, especially for B2B tech.”GPT-6 Luna · Paraphrase question · alternative
“it's pricier (often $1K+ per project) and better for larger campaigns”Grok 4.20 · Paraphrase question · warning
The products named in the same answers as Wynter, over the 29 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 2 | View → | |
| 11 | 3 | View → | |
| 10 | 5 | View → | |
| 9 | 1 | View → | |
| 8 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 1 | View → | |
| 7 | 1 | View → | |
| 6 | 2 | View → | |
| 6 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 28 of the 29 answers that named Wynter and are not a share of its labels.
Sixty-four of the seventy-seven domain citations in answers naming Wynter came from a third party's page. Five 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 are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 1 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 141 | 0 | 2025-06-05 | SEO | |
| Conference or event | 51 | undated | ABM | ||
| Webinar or virtual event | 9 | undated | |||
| Case study | 7 | undated | |||
| Report or ebook | 5 | 0 | 2026-06-10 | ||
| Comparison | 5 | undated | |||
| Template or tool | 1 | undated | |||
| Glossary or explainer | 1 | undated | |||
| Podcast or video | 1 | undated |
Every page wynter.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 October 5, 2026.