Ensighten
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Google Tag Manager is first at 98%.
Google Tag Manager is first at 93%.
Tealium iQ Tag Management is first at 77%.
Why models recommend it
“Niche leader in high-regulation industries.”Qwen 3.7 Flash · Comparative question · alternative
What gives them pause
“flagged for caution, with a significant portion of user feedback and model recommendations suggesting they should be avoided”Mistral Small · Negative question · warning
“Generally avoid due to outdated support, poor scalability, or lack of modern privacy features”Grok 4.20 · Negative question · warning
“Paid enterprise alternatives like Tealium, Ensighten, or Commanders Act often cost $10k–$100k+ annually and are overkill”Grok 4.20 · Budget-constrained question · warning
“Ensighten is reliable but often seen as less agile than newer, cloud-native alternatives”Qwen 3.7 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as Ensighten, over the 43 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 42 | 13 | View → | |
| 41 | 16 | View → | |
| 36 | 0 | View → | |
| 19 | 0 | View → | |
| 16 | 0 | View → | |
| 13 | 0 | View → | |
| 12 | 0 | View → | |
| 8 | 0 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → |
What the models named instead of Ensighten →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 34 of the 43 answers that named Ensighten and are not a share of its labels.
Domains cited
No domain is on file for Ensighten, so its own site is not marked. Twelve were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 2 | 2 | 4 |
| Mistral Small | 0 | 0 | 1 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 2 | 3 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |