# CustomerLabs 1PD Ops vs Demandbase: which do AI models recommend for identity, September 2026

GTM AI Recommendation Index, September 2026 Edition, Identity resolution. Zero of twelve models named CustomerLabs 1PD Ops first on the direct prompt; one named Demandbase. Page: https://gtm-ai-index.com/gtm-data/identity-resolution/customerlabs-1pd-ops-vs-demandbase/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| CustomerLabs 1PD Ops | 6% | #5 of 18 | 0% | 11 | 8 of 12 |
| Demandbase | 4% | #7 of 18 | 18% | 11 | 7 of 12 |

## The direct prompt, model by model

- Qwen 3.7 Flash: demandbase first (first choices: Demandbase, HubSpot Breeze Intelligence) (alternatives: 6Degrees, 6sense, Blue90, Salesforce Einstein, Terminus)
- Gemini 3.5 Flash: neither first, one named (first choices: Openprise) (alternatives: 6sense, Demandbase, Hightouch, HubSpot Breeze Intelligence, RudderStack, ZoomInfo)
- Grok 4.1 Fast: neither first, one named (first choices: Segment) (alternatives: CustomerLabs 1PD Ops, Hightouch, Prospeo)
- DeepSeek V4 Flash: neither first, one named (first choices: Hightouch) (alternatives: 6sense, CustomerLabs 1PD Ops, Demandbase, ZoomInfo)
- Claude Haiku 4.5: neither named (first choices: Amperity, Tealium) (alternatives: Adobe's Real-Time Customer Data Platform, FullContact, Snitcher)
- GPT-5.4 mini: neither named (first choices: Hightouch, Tealium) (alternatives: Salesforce Data Cloud, Treasure Data, Zeotap)
- Perplexity Sonar: neither named (first choices: Segment) (alternatives: Hightouch, Prospeo, Tealium)
- Mistral Small: neither named (first choices: Warmly) (alternatives: LiveRamp, MarketBetter, RB2B)
- Llama 4 Maverick: neither named
- Kimi K2: neither named (first choices: Apollo.io) (alternatives: FullContact, LeanData, Lusha)
- GLM 4.7 FlashX: neither named (first choices: Tealium) (alternatives: CustomerLabs, ZoomInfo)
- MiniMax M2.5: neither named (first choices: Amperity, Tealium) (alternatives: DirectMail.io, LettrLabs, Segment)

## What the models said about CustomerLabs 1PD Ops

- "I'd recommend starting with CustomerLabs at $129/month if you need a complete solution" (Mistral Small, budget prompt, first choice)
- "If you have a limited budget, CustomerLabs is your best bet." (DeepSeek V4 Flash, budget prompt, first choice)
- "CustomerLabs 1PD Ops — Best Overall Value" (MiniMax M2.5, budget prompt, first choice)

## What the models said about Demandbase

- "Widely considered the gold standard for ABM. It uses deep identity resolution to map anonymous website visitors to accounts with high accuracy." (Qwen 3.7 Flash, direct prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.