# TrustRadius: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 24 judge labels across 4 categories by 12 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/trustradius

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [B2B intent data providers](https://www.gane.ai/index/gtm/sales/b2b-intent-data/index.md) | 0% | 14 | 7% | 15 |
| [Review and reputation management](https://www.gane.ai/index/gtm/marketing/review-and-reputation-management/index.md) | 0% | 31 | 17% | 6 |
| [Market intelligence platforms](https://www.gane.ai/index/gtm/gtm-data/market-intelligence/index.md) | 0% | 50 | 0% | 2 |
| [Customer intelligence and data science](https://www.gane.ai/index/gtm/gtm-data/customer-intelligence-and-data-science/index.md) | 0% | 129 | 0% | 1 |

## What the models said for it

- "Choose G2 or TrustRadius if: Your buyers heavily use review sites and you want high-quality late-stage signals." (MiniMax M2.5, Intent data)
- "G2 Buyer Intent and TrustRadius are repeatedly called out for "the highest-quality bottom-funnel signals"" (Muse Glimmer 30B, Intent data)
- "Review-Site Intent: Platforms like G2 or TrustRadius (high bottom-of-funnel conversion signals)." (Gemini 3.5 Flash, Intent data)
- "In-depth, verified enterprise reviews and high intent signals from enterprise buyer segments." (Gemini 3.5 Flash, Intent data)

## And against it

- "In smaller or specialized verticals, the amount of buyer intent data on TrustRadius can run low" (Claude Haiku 4.5, Intent data)
- "aimed at business-software reviews. They aren't direct substitutes" (GPT-6 Luna, Reviews)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named TrustRadius, from 41 of the 52 answers that named it (only the models that return a source list).

### Domains cited

- lemlist.com: 18
- demandbase.com: 12
- b2bsaasreviews.com: 11
- forrester.com: 11
- g2.com: 10
- hginsights.com: 10
- supered.io: 9
- formanorden.com: 8
- capterra.com: 7
- getwhitewhale.com: 7

### Pages cited

- https://lemlist.com/blog/best-intent-data-providers: 17
- https://demandbase.com/blog/b2b-intent-data-providers: 8
- https://formanorden.com/blog/b2b-intent-data-providers: 8
- https://forrester.com/report/the-intent-data-providers-for-b2b-landscape-q3-2024/RES181511: 7
- https://hginsights.com/blog/b2b-data-providers: 7
- https://joinvalley.co/blog/best-b2b-intent-data-tools-2026: 7
- https://getwhitewhale.com/blog/best-intent-data-tools-for-b2b-sales-2026: 6
- https://salesmotion.io/blog/intent-data-providers: 6

## In its own words

What TrustRadius's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: a review platform for verified B2B technology and software reviews through a proprietary algorithm and human verification (https://trustradius.com/)
- For: technology buyers (https://trustradius.com/)

## What it publishes

Every page trustradius.com exposes, read 2026-09-29: 52437 addresses. By kind, pages and the last 90 days:

- blog: 37 pages, 0 in the last 90 days, latest 2025-10-22
- case study: 6 pages, 0 in the last 90 days, latest 2021-09-14
- webinar or virtual event: 213 pages, 0 in the last 90 days, latest undated
- conference or event: 40 pages, 0 in the last 90 days, latest undated
- report or ebook: 40 pages, 0 in the last 90 days, latest undated
- comparison: 49745 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 49 pages, 0 in the last 90 days, latest 2021-04-19
- podcast or video: 10 pages, 0 in the last 90 days, latest 2025-08-28
- Recent: 2025-10-22 blog: 2026 buyers choice media kit https://solutions.trustradius.com/2026-buyers-choice-media-kit
- Recent: 2025-08-28 podcast or video: Reviews after dark https://solutions.trustradius.com/resources/videos/reviews-after-dark
- Recent: 2025-06-05 blog: How bonterra improved brand reputation and trscore through ethical review sourcing https://solutions.trustradius.com/how-bonterra-improved-brand-reputation-and-trscore-through-ethical-review-sourcing
- Recent: 2025-04-07 blog: Media Kit - Bridging the Trust Gap: B2B Tech Buying in the Age of AI https://solutions.trustradius.com/bridging-the-trust-gap-media-kit
- Recent: 2025-03-24 blog: Customer spotlight financial services platform https://solutions.trustradius.com/customer-spotlight-financial-services-platform
- Recent: 2025-02-27 blog: Customer spotlight fortune 500 company https://solutions.trustradius.com/customer-spotlight-fortune-500-company

## 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.