Identity resolution · Named, not rankedCustomerLabs 1PD Ops
CustomerLabs 1PD Ops is a no-code product for collecting, stitching and activating first-party data · customerlabs.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. CustomerLabs 1PD Ops has 8.
Why models recommend it
“CustomerLabs is another excellent choice, especially for companies prioritizing data control and first-party identity resolution”Mistral Small · Paraphrase question · first choice
“Alternative first-party focused option: CustomerLabs 1PD Ops is highlighted for mid-market companies prioritizing data control”Muse Glimmer 30B · Paraphrase question · alternative
“CustomerLabs provides first-party data operations with identity resolution for mid-market companies prioritizing data control”Claude Haiku 4.5 · Direct question · alternative
“Provides first-party identity resolution and real-time profile stitching without requiring a warehouse or SQL.”Muse Glimmer 30B · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as CustomerLabs 1PD Ops, over the 15 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 6 | View → | |
| 11 | 5 | View → | |
| 7 | 1 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 4 | 3 | View → | |
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → | |
| 3 | 0 | View → |
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 15 of the 15 answers that named CustomerLabs 1PD Ops and are not a share of its labels.
Domains cited
Sixty-eight of the seventy-four domain citations in answers naming CustomerLabs 1PD Ops came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| 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 | 1 | 0 | 1 |
| Mistral Small | 1 | 0 | 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 | 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 | 2 | 0 | 0 | 2 |