# Sona AI Visibility: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 9 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/sona-ai-visibility

## 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) | 2% | 8 | 0% | 9 |

## What the models said for it

- "For a mid-market B2B company, Sona AI Visibility is the best starting point." (GLM 4.7 FlashX, AI visibility)
- "Strong if you want to tie visibility directly to revenue/pipeline data, though it may skew toward slightly larger teams." (Grok 4.20, AI visibility)
- "If you need deeper attribution and pipeline connection, Sona AI Visibility is also a strong contender." (Mistral Small, AI visibility)
- "best if connecting AI visibility to pipeline, revenue, and AI-referred visits is the primary goal" (Perplexity Sonar, 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 | 3 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 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 | 1 | 1 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Sona AI Visibility, from 29 of the 29 answers that named it (only the models that return a source list).

### Domains cited

- sona.com: 29 (its own site)
- blog.hubspot.com: 18
- gane.ai/index: 14
- getintel.ai: 8
- sitepoint.com: 8
- otterly.ai: 7
- wonnda.com: 7
- blog.closelyhq.com: 6
- capterra.com: 6
- peec.ai: 6

### Pages cited

- https://sona.com/blog/7-best-ai-visibility-tools-for-b2b-companies-compared: 16
- https://blog.hubspot.com/marketing/llm-visibility-tools: 14
- https://blog.hubspot.com/marketing/best-ai-visibility-tools: 10
- https://sona.com/blog/6-tools-to-track-ai-search-visibility-in-chatgpt-and-gemini: 10
- https://sona.com/blog/7-best-aeo-tools-for-b2b-saas-ranked-by-buying-criteria: 10
- https://getintel.ai/blog/ai-visibility-tools-for-b-2-b-saas-companies: 8
- https://sitepoint.com/ai-visibility-tools-b2b-marketers: 8
- https://www.gane.ai/index/gtm/marketing/ai-visibility-tracking/enterprise: 7

## What it publishes

Every page sona.com exposes, read 2026-09-29: 1992 addresses. By kind, pages and the last 90 days:

- blog: 1560 pages, 15 in the last 90 days, latest 2026-09-26
- case study: 1 pages, 0 in the last 90 days, latest 2026-03-02
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest 2025-07-16
- report or ebook: 13 pages, 2 in the last 90 days, latest 2026-08-20
- comparison: 13 pages, 2 in the last 90 days, latest 2026-09-25
- template or tool: 49 pages, 36 in the last 90 days, latest 2026-08-20
- glossary or explainer: 204 pages, 0 in the last 90 days, latest 2026-06-05
- Recent: 2026-09-26 blog: 7 best llm seo tracking tools compared on price and engines https://www.sona.com/blog/7-best-llm-seo-tracking-tools-compared-on-price-and-engines
- Recent: 2026-09-25 blog: Best ai overview tracker tools compared by what they measure https://www.sona.com/blog/best-ai-overview-tracker-tools-compared-by-what-they-measure
- Recent: 2026-09-25 comparison: Perplexity vs gemini citation first or workspace native https://www.sona.com/blog/perplexity-vs-gemini-citation-first-or-workspace-native
- Recent: 2026-09-24 blog: 6 best tools to track brand mentions across ai search https://www.sona.com/blog/6-best-tools-to-track-brand-mentions-across-ai-search
- Recent: 2026-09-24 blog: Ai brand visibility how brands show up in ai search https://www.sona.com/blog/ai-brand-visibility-how-brands-show-up-in-ai-search
- Recent: 2026-09-24 blog: Ai seo services what to buy what to skip what it costs https://www.sona.com/blog/ai-seo-services-what-to-buy-what-to-skip-what-it-costs

## 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.