Cometly is marketing attribution software built for B2B SaaS companies · cometly.com ↗
Gane, the publisher, sells software in Attribution & MMM, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Dreamdata is first at 26%.
Dreamdata is first at 32%.
Adobe Marketo Measure is first at 22%.
“The most frequently called out purpose-built B2B option right now is Cometly.”Muse Glimmer 30B · Paraphrase question · first choice
“The best customer journey analytics tool for a mid-sized B2B company is Cometly”Llama 4 Maverick · Paraphrase question · first choice
“Cometly and Attribution App are especially worth considering”Mistral Small · Budget-constrained question · first choice
“If you are an E-commerce store: Start with Triple Whale or Cometly.”Gemini 3.5 Flash · Budget-constrained question · alternative
“Has a 40% negative rate, with users reporting issues with data reliability and customer support.”Mistral Small · Negative question · warning
The products named in the same answers as Cometly, over the 41 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 23 | 4 | View → | |
| 17 | 4 | View → | |
| 17 | 2 | View → | |
| 17 | 0 | View → | |
| 15 | 3 | View → | |
| 14 | 2 | View → | |
| 14 | 1 | View → | |
| 13 | 1 | View → | |
| 12 | 1 | View → | |
| 12 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Cometly'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 41 of the 41 answers that named Cometly and are not a share of its labels.
103 of the 138 domain citations in answers naming Cometly 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 | 2 | 0 | 2 |
| 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 | 1 | 0 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 | 0 | 2 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 5,073 | 91 | 2026-09-09 | ||
| Report or ebook | 288 | 13 | 2026-09-09 | ||
| Comparison | 265 | 8 | 2026-08-28 | ||
| Glossary or explainer | 211 | 3 | 2026-09-09 | ||
| Template or tool | 61 | 0 | 2026-05-28 | ||
| Case study | 28 | undated | |||
| Webinar or virtual event | 10 | 1 | 2026-07-30 | ||
| Podcast or video | 3 | 1 | 2026-07-30 | ||
| Conference or event | 2 | 1 | 2026-07-30 |
Every page cometly.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 September 29, 2026.