# LLMrefs: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/llmrefs

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI visibility and answer engine tracking tools](https://www.gane.ai/index/gtm/marketing/ai-visibility-tracking/index.md) | 0% | 60 | 33% | 3 |

## What the models said for it

- "LLMrefs is one of the more affordable AI visibility tracking tools and a good option for solo marketers, startups, and small teams" (Claude Haiku 4.5, AI visibility)
- "one of the more affordable AI visibility tracking tools and a good option for solo marketers, startups, and small teams" (Claude Haiku 4.5, AI visibility)

## And against it

- "LLMrefs has a weekly trend cadence (not daily or real-time) which may be insufficient for rapidly changing campaigns, plus limited integration capabilities" (Claude Haiku 4.5, AI visibility)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 1 | 3 |
| 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 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named LLMrefs, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- blog.hubspot.com: 4
- kite.ai: 3
- rankability.com: 3
- visible.seranking.com: 3
- affine.pro: 2
- alhena.ai: 2
- beamtrace.com: 2
- blog.closelyhq.com: 2
- elfsight.com: 2
- getintel.ai: 2

### Pages cited

- https://blog.hubspot.com/marketing/answer-engine-optimization-tools: 4
- https://kite.ai/blog/best-ai-visibility-tools-for-small-teams: 3
- https://rankability.com/blog/best-ai-search-visibility-tracking-tools: 3
- https://visible.seranking.com/blog/best-ai-visibility-tools: 3
- https://affine.pro/blog/best-ai-visibility-tools: 2
- https://blog.closelyhq.com/best-ai-visibility-tools: 2
- https://blog.hubspot.com/marketing/best-ai-visibility-tools: 2
- https://elfsight.com/blog/best-ai-visibility-tools: 2

## In its own words

What LLMrefs's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Generative AI Search Analytics - LLM SEO Tracker (https://llmrefs.com/)
- For: marketers (https://llmrefs.com/)
- Price stated: $79/month (https://llmrefs.com/)
- Starting price: $79/month (https://llmrefs.com/)
- Free plan or trial: 7-day Free Trial (https://llmrefs.com/)
- Customers named: McDonalds, Apple, Lego, Amazon, Pepsi, Nike, Revolution Beauty

## What it publishes

Every page llmrefs.com exposes, read 2026-09-29: 357 addresses. By kind, pages and the last 90 days:

- blog: 297 pages, 29 in the last 90 days, latest 2026-09-24
- comparison: 11 pages, 2 in the last 90 days, latest 2026-09-19
- template or tool: 10 pages, 0 in the last 90 days, latest 2026-05-11
- glossary or explainer: 21 pages, 7 in the last 90 days, latest 2026-09-26
- Recent: 2026-09-26 glossary or explainer: What is seo visibility https://llmrefs.com/blog/what-is-seo-visibility
- Recent: 2026-09-24 blog: Track brand mentions in ai https://llmrefs.com/blog/track-brand-mentions-in-ai
- Recent: 2026-09-22 blog: Models ranking https://llmrefs.com/blog/models-ranking
- Recent: 2026-09-21 blog: How to rank in perplexity https://llmrefs.com/blog/how-to-rank-in-perplexity
- Recent: 2026-09-19 comparison: Profound alternative https://llmrefs.com/blog/profound-alternative
- Recent: 2026-09-16 blog: Ai search grader https://llmrefs.com/blog/ai-search-grader

## 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.