Choozle is a programmatic advertising platform for buying digital ads, including display and video · choozle.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
StackAdapt is first at 41%.
StackAdapt is first at 50%.
No model named it for this buyer.
“Choozle and SmartyAds represent the best balance of affordability, features, and accessibility”DeepSeek V4 Flash · Budget-constrained question · first choice
“The best programmatic advertising platform for a company with a limited budget is Choozle or AdRoll”Llama 4 Maverick · Budget-constrained question · first choice
“Choozle – Strong alternative with enterprise‑grade features and a simple self‑serve interface.”GLM 4.7 FlashX · Budget-constrained question · first choice
“<$2k/mo: Choozle Go / AdRoll pay-as-you-go retargeting is the most realistic published entry.”Muse Glimmer 30B · Budget-constrained question · first choice
No model argued against it.
The products named in the same answers as Choozle, over the 51 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 43 | 19 | Compare → | |
| 32 | 2 | Compare → | |
| 22 | 0 | View → | |
| 21 | 0 | View → | |
| 20 | 2 | View → | |
| 14 | 1 | View → | |
| 13 | 2 | View → | |
| 13 | 0 | View → | |
| 11 | 0 | View → | |
| 10 | 0 | View → |
What the models named instead of Choozle →
A side-by-side page exists where both products are among a category's top eight.
Stated on Choozle'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 48 of the 51 answers that named Choozle and are not a share of its labels.
172 of the 172 domain citations in answers naming Choozle 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 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 1 | 1 | 1 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 2 | 0 | 3 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 463 | 6 | 2026-09-21 | CRM, Tag management | |
| Case study | 29 | 0 | 2024-11-05 | ||
| Glossary or explainer | 27 | 0 | 2021-08-27 | ||
| Webinar or virtual event | 16 | 1 | 2026-09-08 | ||
| Report or ebook | 12 | 1 | 2026-08-14 | ||
| Template or tool | 12 | 0 | 2026-06-06 | ||
| Comparison | 10 | 0 | 2026-03-21 | ||
| News or press | 3 | 0 | 2015-01-21 | ||
| Podcast or video | 1 | 0 | 2019-01-26 |
Every page choozle.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.