| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| B2B intent data providers | Sales | 2% | 13 of 62 | 0% | 1 | under 10 labels · led by Bombora at 35% |
| Account-based marketing platforms | Marketing | 2% | 12 of 76 | 0% | 2 | under 10 labels · led by AdRoll ABM at 56% |
| Marketing automation and campaign management | Marketing | 0% | 17 of 53 | 0% | 3 | under 10 labels · led by HubSpot Marketing Hub at 55% |
| Identity resolution | GTM data and infrastructure | 0% | 67 of 151 | 0% | 1 | under 10 labels · led by Hightouch at 15% |
| Meeting scheduling | Sales | 0% | 53 of 77 | 0% | 1 | under 10 labels · led by Calendly at 59% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 1 | 1 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“For most mid-market B2B companies, MarketBetter offers the best balance of affordability, ease of use, and comprehensive features.” Mistral Small · Intent data · direct prompt · first choice
“MarketBetter - suitable for mid-market companies (50-500 employees) running their first ABM advertising programs.” Llama 4 Maverick · ABM · paraphrase prompt · first choice
“Specifically built for sales-led mid-market companies ... a modern, lower-cost alternative to the legacy systems.” Qwen 3.7 Flash · Marketing automation · direct prompt · alternative
“Other options to consider are ActiveCampaign, Ortto, and MarketBetter” Llama 4 Maverick · Marketing automation · direct prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 1 of the 16 answers that named MarketBetter and are not a share of its labels.
Seven of the eight domain citations in answers naming MarketBetter came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when MarketBetter's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as MarketBetter, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at marketbetter.ai is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.