# Brandlight: 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/brandlight

## 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% | 122 | 100% | 1 |

## And against it

- "More for enterprise brand narrative management" (DeepSeek V4 Flash, AI visibility)

## 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 Brandlight, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- 1point21interactive.com: 1
- ahrefs.com: 1
- alhena.ai: 1
- answersocrates.com: 1
- asvaai.com: 1
- best-ai-seo-tools.com: 1
- bevisible.app: 1
- brainlabsdigital.com: 1
- brandlight.ai: 1 (its own site)
- capterra.co.uk: 1

### Pages cited

- https://1point21interactive.com/best-geo-generative-engine-optimization-tools-for-agencies: 1
- https://ahrefs.com/ai-visibility-checker: 1
- https://alhena.ai/blog/ai-brand-visibility-tracking-tools: 1
- https://answersocrates.com/blog/best-generative-search-optimization-tools: 1
- https://asvaai.com/features/brand-visibility-tracker: 1
- https://best-ai-seo-tools.com/reviews/peec-ai: 1
- https://bevisible.app/blog/best-ai-visibility-monitoring-b2b-tools-beyond-profound: 1
- https://brainlabsdigital.com/the-10-best-tools-for-tracking-ai-visibility: 1

## What it publishes

Every page brandlight.ai exposes, read 2026-09-29: 7257 addresses. By kind, pages and the last 90 days:

- blog: 6546 pages, 3 in the last 90 days, latest 2026-09-16
- case study: 10 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 6 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 1 pages, 0 in the last 90 days, latest undated
- comparison: 513 pages, 0 in the last 90 days, latest undated
- template or tool: 6 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 70 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-16 blog: Best ai visibility tools for ecommerce https://www.brandlight.ai/blog/best-ai-visibility-tools-for-ecommerce
- Recent: 2026-09-16 blog: Best geo platforms https://www.brandlight.ai/blog/best-geo-platforms
- Recent: 2026-07-20 blog: Best ai visibility tools https://www.brandlight.ai/blog/best-ai-visibility-tools
- Recent: 2026-05-13 blog: Your pdp is an untapped ai visibility opportunity https://www.brandlight.ai/blog/your-pdp-is-an-untapped-ai-visibility-opportunity
- Recent: 2026-05-04 blog: The new ad unit is a brand story what googles ai brief signals about ads future https://www.brandlight.ai/blog/the-new-ad-unit-is-a-brand-story-what-googles-ai-brief-signals-about-ads-future
- Recent: 2026-03-23 blog: Healthcare insurance visibility perplexity outperforms google aio by 25 in ai search https://www.brandlight.ai/blog/healthcare-insurance-visibility-perplexity-outperforms-google-aio-by-25-in-ai-search

## 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.