# Quantcast: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 3 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/quantcast

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Audience and consumer insights platforms](https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/index.md) | 0% | 110 | 0% | 1 |
| [Native and content advertising](https://www.gane.ai/index/gtm/marketing/native-and-content-advertising/index.md) | 0% | 48 | 0% | 1 |
| [Programmatic and display advertising](https://www.gane.ai/index/gtm/marketing/programmatic-and-display-advertising/index.md) | 0% | 47 | 0% | 1 |

## What the models said for it

- "StackAdapt, Basis Technologies, Quantcast | No/low spend minimums, intuitive UI" (Gemini 3.5 Flash, Programmatic)
- "Web traffic, audience demographics, and competitive benchmarking" (Grok 4.20, Audience insights)
- "Uniquely positioned as a "cookieless" solution" (Qwen 3.7 Flash, Native ads)

## By model

| 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Quantcast, from 9 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- gane.ai/index: 3
- sourceforge.net: 3
- adalytics.io: 2
- admanage.ai: 2
- axiobench.com: 2
- demandbase.com: 2
- explodingtopics.com: 2
- madgicx.com: 2
- magiclogix.com: 2

### Pages cited

- https://adalytics.io/blog/ads-observed-on-made-for-advertising-sites-in-january-2024: 2
- https://admanage.ai/blog/programmatic-advertising-platforms: 2
- https://demandbase.com/blog/programmatic-advertising-platforms: 2
- https://explodingtopics.com/blog/customer-insight-tools: 2
- https://g2.com/categories/audience-intelligence-platforms: 2
- https://www.gane.ai/index/gtm/marketing/audience-and-consumer-insights/enterprise: 2
- https://magiclogix.com/theories/best-programmatic-platforms: 2
- https://mfilterit.com/blog/programmatic-advertising-in-usa: 2

## The company

Quantcast; https://www.quantcast.com; San Francisco, United States; founded 2006; about 150 employees. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: The Quantcast Platform simplifies digital advertising by connecting brands to their audiences using real-time data from over 100M destinations. (https://quantcast.com/)
- For: brands (https://quantcast.com/)
- Customers named: TD Bank, AKA NYC, Lancôme, Dell, Funcom, SodaStream, Travel Texas, Starbucks

## What it publishes

Every page quantcast.com exposes, read 2026-09-29: 542 addresses. By kind, pages and the last 90 days:

- blog: 151 pages, 0 in the last 90 days, latest undated
- case study: 94 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest undated
- report or ebook: 6 pages, 0 in the last 90 days, latest undated
- comparison: 5 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 pages, 0 in the last 90 days, latest undated
- news or press: 6 pages, 0 in the last 90 days, latest undated

## 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.