# Comscore: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/comscore

## 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% | 39 | 14% | 7 |

## What the models said for it

- "Comscore and Nielsen are traditional panel + census based measurement used for TV/digital ad verification" (Muse Glimmer 30B, Audience insights)
- "Focuses on measuring and comparing media audiences across screens" (GPT-6 Luna, Audience insights)

## And against it

- "Other platforms with mixed signals: Comscore, Numerator, SPINS, Attest, quantilope—generally positive in comparisons but inherit survey/panel flaws." (Grok 4.20, Audience insights)

## 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 1 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Comscore, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 10
- meltwater.com: 7
- pulsarplatform.com: 7
- learn.g2.com: 6
- listenlabs.com: 6
- axiobench.com: 4
- britopian.com: 3
- guideflow.com: 3
- hellocustomer.com: 3
- nielsen.com: 3

### Pages cited

- https://meltwater.com/en/blog/top-consumer-insights-tools-companies: 6
- https://pulsarplatform.com/guides/best-audience-analysis-tools-2026: 6
- https://axiobench.com/best/audience-insights-services: 4
- https://g2.com/categories/audience-intelligence-platforms: 4
- https://learn.g2.com/best-audience-intelligence-platforms-for-enterprises: 4
- https://britopian.com/wp-content/uploads/2025/04/Top-10-Audience-Intelligence-Platforms.pdf: 3
- https://g2.com/categories/consumer-insights-platforms: 3
- https://guideflow.com/blog/consumer-insights-platforms: 3

## What it publishes

Every page comscore.com exposes, read 2026-09-29: 302 addresses. By kind, pages and the last 90 days:

- blog: 81 pages, 0 in the last 90 days, latest undated
- case study: 24 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 96 pages, 0 in the last 90 days, latest undated
- conference or event: 3 pages, 0 in the last 90 days, latest undated
- report or ebook: 79 pages, 0 in the last 90 days, latest undated
- podcast or video: 2 pages, 0 in the last 90 days, latest undated
- news or press: 7 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.