# Ensighten Manage: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/ensighten-manage

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Tag management](https://www.gane.ai/index/gtm/gtm-data/tag-management/index.md) | 0% | 12 | 0% | 2 |

## What the models said for it

- "Ingest IQ or Ensighten Manage are solid paid alternatives specifically positioned for mid-market needs" (Claude Haiku 4.5, Tag management)
- "Choose Ensighten when security and governance outweigh ease of deployment." (Perplexity Sonar, Tag management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 Ensighten Manage, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- techdogs.com: 4
- g2.com: 3
- guideflow.com: 3
- incisiveranking.com: 3
- peerspot.com: 3
- appsruntheworld.com: 2
- capterra.com: 2
- concordusa.com: 2
- gane.ai/index: 2
- lokker.com: 2

### Pages cited

- https://g2.com/categories/tag-management-systems/enterprise: 3
- https://guideflow.com/blog/best-tag-management-tools: 3
- https://incisiveranking.com/top-7-tag-management-systems: 3
- https://techdogs.com/td-articles/product-mine/best-tag-management-tools: 3
- https://appsruntheworld.com/customers-database/category/tag-management: 2
- https://appsruntheworld.com/tag-management-adoption-among-the-global-top-100: 2
- https://capterra.com/p/140649/Enterprise-Tag-Management: 2
- https://concordusa.com/blog/a-guide-to-choosing-the-best-tag-management-system: 2

## 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.