# Choozle: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 17 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/choozle

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Programmatic and display advertising](https://www.gane.ai/index/gtm/marketing/programmatic-and-display-advertising/index.md) | 14% | 2 | 0% | 17 |

## What the models said for it

- "Choozle and SmartyAds represent the best balance of affordability, features, and accessibility" (DeepSeek V4 Flash, Programmatic)
- "The best programmatic advertising platform for a company with a limited budget is Choozle or AdRoll" (Llama 4 Maverick, Programmatic)
- "Choozle – Strong alternative with enterprise‑grade features and a simple self‑serve interface." (GLM 4.7 FlashX, Programmatic)
- "<$2k/mo: Choozle Go / AdRoll pay-as-you-go retargeting is the most realistic published entry." (Muse Glimmer 30B, Programmatic)

## By model

| 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named Choozle, from 48 of the 51 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 26
- getadlib.com: 22
- epom.com: 20
- madgicx.com: 20
- smartyads.com: 18
- improvado.io: 15
- rankite.com: 14
- demandbase.com: 13
- adpersonam.io: 12
- taqtics.com: 12

### Pages cited

- https://madgicx.com/blog/ad-tech-platform-for-programmatic-advertising: 19
- https://epom.com/blog/programmatic/programmatic-advertising-for-small-business: 18
- https://smartyads.com/blog/programmatic-advertising-platforms: 16
- https://improvado.io/blog/top-programmatic-platforms: 14
- https://getadlib.com/blog/best-programmatic-advertising-agencies-and-platforms: 12
- https://taqtics.com/answers/programmatic-advertising/programmatic-advertising-platforms: 12
- https://adpersonam.io/programmatic-advertising-for-small-business: 11
- https://demandbase.com/blog/programmatic-advertising-platforms: 11

## In its own words

What Choozle's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Self-Service DSP for Agencies | Choozle Programmatic Platform (https://choozle.com/)
- For: agencies and growth brands; mid-market agencies and brands (https://choozle.com/)
- Integrations claimed: 60 (https://choozle.com/pricing)
- Customers named: Kroger, LOHRE & ASSOCIATES, Walmart, Meta

## What it publishes

Every page choozle.com exposes, read 2026-09-29: 921 addresses. By kind, pages and the last 90 days:

- blog: 463 pages, 6 in the last 90 days, latest 2026-09-21
- case study: 29 pages, 0 in the last 90 days, latest 2024-11-05
- webinar or virtual event: 16 pages, 1 in the last 90 days, latest 2026-09-08
- report or ebook: 12 pages, 1 in the last 90 days, latest 2026-08-14
- comparison: 10 pages, 0 in the last 90 days, latest 2026-03-21
- template or tool: 12 pages, 0 in the last 90 days, latest 2026-06-06
- glossary or explainer: 27 pages, 0 in the last 90 days, latest 2021-08-27
- podcast or video: 1 pages, 0 in the last 90 days, latest 2019-01-26
- news or press: 3 pages, 0 in the last 90 days, latest 2015-01-21
- Recent: 2026-09-21 blog: Best omnichannel dsp for independent agencies https://choozle.com/blog/best-omnichannel-dsp-for-independent-agencies
- Recent: 2026-09-08 blog: Eliminate media waste and drive more from every working media dollar https://choozle.com/eliminate-media-waste-and-drive-more-from-every-working-media-dollar
- Recent: 2026-09-08 webinar or virtual event: Ai powered campaign intelligence with choozle the trade desks kokai copy https://choozle.com/blog/webinars/ai-powered-campaign-intelligence-with-choozle-the-trade-desks-kokai-copy
- Recent: 2026-09-04 blog: Power to the advertiser calls for the platinum rule https://choozle.com/blog/power-to-the-advertiser-calls-for-the-platinum-rule
- Recent: 2026-08-14 report or ebook: Choozle 2026 mid year key findings results report https://choozle.com/resources/reports/choozle-2026-mid-year-key-findings-results-report
- Recent: 2026-08-10 blog: A b2b marketing guide and how to be successful https://choozle.com/blog/a-b2b-marketing-guide-and-how-to-be-successful

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.