# GWI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 43 judge labels across 2 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/gwi

## 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) | 10% | 2 | 19% | 42 |
| [Market intelligence platforms](https://www.gane.ai/index/gtm/gtm-data/market-intelligence/index.md) | 0% | 104 | 0% | 1 |

## What the models said for it

- "Prefer platforms that rely on transparent zero-party/first-party data (e.g., opt-in consumer panels like GWI or YouGov)" (Gemini 3.5 Flash, Audience insights)
- "GWI (Global Web Index) stands out as the best overall audience insights platform for a mid-market B2B company" (Grok 4.20, Audience insights)
- "GWI or YouGov for audience profiling, Brandwatch for real-time listening, NielsenIQ for purchase data" (DeepSeek V4 Flash, Audience insights)
- "Choose GWI or Resonate if you are crafting a brand strategy and need to know why people make choices" (Gemini 3.5 Flash, Audience insights)

## And against it

- "Users report issues with data inaccuracy and limited data for certain regions" (Mistral Small, Audience insights)
- "Avoid enterprise platforms such as GWI, Brandwatch, and Audiense" (Perplexity Sonar, Audience insights)
- "Generally well-rated (4.4/5 on G2 for usability and data volume), but as a survey/social hybrid, it's not immune to broader industry quality erosion." (Grok 4.20, Audience insights)
- "Users highlight the inaccuracy of GWI's data, which often requires custom studies and leads to biased results." (Muse Glimmer 30B, Audience insights)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 2 | 0 | 1 | 0 | 3 |
| Perplexity Sonar | 2 | 0 | 1 | 3 | 6 |
| Grok 4.20 | 1 | 1 | 1 | 1 | 4 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 2 | 0 | 1 | 1 | 4 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 2 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 3 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 1 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named GWI, from 137 of the 143 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 95
- learn.g2.com: 46
- gane.ai/index: 36
- pulsarplatform.com: 36
- britopian.com: 32
- guideflow.com: 28
- gwi.com: 27 (its own site)
- meltwater.com: 27
- listenlabs.com: 26
- hellocustomer.com: 23

### Pages cited

- https://g2.com/categories/audience-intelligence-platforms: 36
- https://britopian.com/wp-content/uploads/2025/04/Top-10-Audience-Intelligence-Platforms.pdf: 31
- https://learn.g2.com/best-audience-intelligence-platforms: 29
- https://pulsarplatform.com/guides/best-audience-analysis-tools-2026: 29
- https://hellocustomer.com/en/blog/10-best-consumer-insights-platforms: 23
- https://meltwater.com/en/blog/top-consumer-insights-tools-companies: 23
- https://learn.g2.com/best-audience-intelligence-platforms-for-enterprises: 22
- https://g2.com/categories/consumer-insights-platforms: 19

## What it publishes

Every page gwi.com exposes, read 2026-09-29: 849 addresses. By kind, pages and the last 90 days:

- blog: 506 pages, 7 in the last 90 days, latest 2026-09-25
- case study: 35 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 27 pages, 0 in the last 90 days, latest undated
- report or ebook: 98 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest 2025-01-30
- glossary or explainer: 1 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: 3 pages, 0 in the last 90 days, latest 2017-09-26
- Recent: 2026-09-25 blog: Why gaming earns gen zs attention https://www.gwi.com/blog/why-gaming-earns-gen-zs-attention
- Recent: 2026-09-09 blog: Ai and gen z the risk of letting ai define your audience https://www.gwi.com/blog/ai-and-gen-z-the-risk-of-letting-ai-define-your-audience
- Recent: 2026-09-07 blog: Cannes lions 2026 https://www.gwi.com/blog/cannes-lions-2026
- Recent: 2026-08-26 blog: Synthetic data generation https://www.gwi.com/blog/synthetic-data-generation
- Recent: 2026-08-20 blog: Ai personas https://www.gwi.com/blog/ai-personas
- Recent: 2026-08-04 blog: Brand equity tracking https://www.gwi.com/blog/brand-equity-tracking

## 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.