# 411 Locals: 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/411-locals

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Local listings management](https://www.gane.ai/index/gtm/marketing/local-listings-management/index.md) | 0% | 51 | 100% | 1 |

## And against it

- "Worth it for? No. If you're a small local business, do manual listings before considering this." (DeepSeek V4 Flash, Local listings)

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

## Sources returned with these answers

The sites and pages cited by the answers that named 411 Locals, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- trustpilot.com: 4
- bbb.org: 3
- dglaw.com: 2
- g2.com: 2
- landers.com.au: 2
- moz.com: 2
- reddit.com: 2
- socialpilot.co: 2
- sourceforge.net: 2
- albato.com: 1

### Pages cited

- https://bbb.org/us/nv/las-vegas/profile/internet-marketing-services/411-locals-1086-80312/complaints: 2
- https://dglaw.com/wp-content/uploads/2021/09/Lalla_Kumar_Blessing_Curse.pdf: 2
- https://landers.com.au/legal-insights-news/proximity-marketing-the-privacy-implications-for-retailers: 2
- https://trustpilot.com/review/birdeye.com: 2
- https://trustpilot.com/review/yext.com: 2
- https://albato.com/blog/publications/best-review-management-software: 1
- https://alchemer.com/resources/e-guide/a-vendor-comparison-guide-for-multi-location-operations-teams: 1
- https://arxiv.org/pdf/2503.15238: 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.