# Trademark Engine LLC: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/trademark-engine-llc

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Brand protection platforms](https://www.gane.ai/index/gtm/marketing/brand-protection/index.md) | 0% | 107 | 100% | 1 |

## And against it

- "DO NOT USE THIS SERVICE. They will gladly take your funds" (Muse Glimmer 30B, Brand protection)

## 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 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |
| 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 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Trademark Engine LLC, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- bbb.org: 2
- g2.com: 2
- netcraft.com: 2
- reddit.com: 2
- ads.tiktok.com: 1
- brandefense.io: 1
- brandshield.com: 1
- capterra.com: 1
- corsearch.com: 1
- esecurityplanet.com: 1

### Pages cited

- https://bbb.org/us/tx/houston/profile/trademark-consultant/trademark-engine-llc-0915-90044544/customer-reviews: 2
- https://netcraft.com/blog/6-best-brand-protection-platforms-for-defending-your-company-s-online-reputation: 2
- https://ads.tiktok.com/business/en/brand-safety-suitability: 1
- https://bbb.org/us/ca/irvine/profile/computer-software/farnorthreview-1126-1000107880/complaints: 1
- https://bbb.org/us/nc/cary/profile/trademark-consultant/the-trademark-company-0593-90173155/customer-reviews: 1
- https://bbb.org/us/tx/houston/profile/trademark-consultant/trademark-engine-llc-0915-90044544/complaints: 1
- https://brandefense.io/knowledge-hub/guides/brand-protection-101: 1
- https://brandshield.com/solutions: 1

## 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.