# Siftly: 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/siftly

## 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% | 70 | 0% | 1 |

## What the models said for it

- "Accurate ChatGPT measurement | Siftly (significantly higher detection rate per testing)" (MiniMax M2.5, 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 | 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 | 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 Siftly, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- siftly.ai: 6 (its own site)
- sona.com: 5
- blog.hubspot.com: 4
- g2.com: 3
- peec.ai: 3
- sitepoint.com: 3
- wellows.com: 3
- agentvisibilitytools.com: 2
- business.adobe.com: 2
- capterra.com: 2

### Pages cited

- https://sona.com/blog/6-tools-to-track-ai-search-visibility-in-chatgpt-and-gemini: 4
- https://siftly.ai/blog/5-ai-brand-monitoring-tools-that-show-you-exactly-what-ai: 3
- https://siftly.ai/pricing: 3
- https://wellows.com/blog/ai-visibility-tools: 3
- https://agentvisibilitytools.com/a-z: 2
- https://blog.hubspot.com/marketing/ai-search-presence: 2
- https://blog.hubspot.com/marketing/ai-search-visibility: 2
- https://blog.hubspot.com/marketing/answer-engine-optimization-tools: 2

## What it publishes

Every page siftly.ai exposes, read 2026-09-29: 223 addresses. By kind, pages and the last 90 days:

- blog: 114 pages, 40 in the last 90 days, latest 2026-09-25
- comparison: 12 pages, 8 in the last 90 days, latest 2026-09-07
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-06-01
- glossary or explainer: 3 pages, 0 in the last 90 days, latest 2026-06-01
- Recent: 2026-09-25 blog: Tools improve visibility ai chatbot shopping suggestions 2026 https://siftly.ai/blog/tools-improve-visibility-ai-chatbot-shopping-suggestions-2026
- Recent: 2026-09-25 blog: Most affordable ai visibility tracking b2b https://siftly.ai/blog/most-affordable-ai-visibility-tracking-b2b
- Recent: 2026-09-25 blog: Most affordable ai visibility tools b2b saas startups 2026 https://siftly.ai/blog/most-affordable-ai-visibility-tools-b2b-saas-startups-2026
- Recent: 2026-09-17 blog: 7 best ai brand monitoring tools and tactics for 2026 https://siftly.ai/blog/7-best-ai-brand-monitoring-tools-and-tactics-for-2026
- Recent: 2026-09-14 blog: 7 best ai brand monitoring tools for the zero click search era https://siftly.ai/blog/7-best-ai-brand-monitoring-tools-for-the-zero-click-search-era
- Recent: 2026-09-07 comparison: 6 best rankscale alternatives for tracking ai visibility https://siftly.ai/blog/6-best-rankscale-alternatives-for-tracking-ai-visibility

## 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.