Prospeo vs Demandbase
Zero of twelve models named Prospeo first on the direct prompt; one named Demandbase. Prospeo was named by six of the twelve models and Demandbase by seven and both carry 11 labels, so the shares below are directly comparable.
Named in five categories this edition.
San Francisco, United States, founded 2006. Named in eighteen categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the identity resolution page.
By framing
ProspeoFirst choices, of twelve modelsDemandbase
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | | | ||||
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | |||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | | |||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 |
Prospeo Demandbase first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prospeo on the left and Demandbase on the right.The direct prompt
Demandbase first, Prospeo not the choice
1 of 12 modelsProspeo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
7 of 12 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Prospeo10%#2 of 15Demandbase2%#– of 15Prospeo4%#6 of 18Demandbase4%#7 of 18Demandbase2%#8 of 13Prospeo0%#– of 13What the models said about Prospeo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Prospeo is the safest budget-first recommendation from the results for B2B use cases” Perplexity Sonar · budget prompt · first choice
“For most mid-sized B2B companies, I recommend starting with Prospeo” Mistral Small · paraphrase prompt · first choice
“They offer an introductory free plan (including up to 75 email resolutions/month) with low-cost scaling tiers.” Gemini 3.5 Flash · budget prompt · alternative
What the models said about Demandbase
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“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
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.