Two of fourteen models named SparkToro first on the direct prompt; five named ZoomInfo. SparkToro was named by thirteen of the fourteen models and ZoomInfo by ten and SparkToro carries 29 labels and ZoomInfo 15, so the shares are not directly comparable.
Named in three categories this edition.
Vancouver, Washington, United States, founded 2000. Named in twenty-six categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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 audience and consumer insights platforms page.
| 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 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Choose SparkToro if: You want a fast, highly intuitive tool to find what websites, podcasts, and social accounts your target audience pays attention to.” Gemini 3.5 Flash · scale prompt · first choice
“Best for Strategic Audience Research: SparkToro ... widely considered the industry standard for this specific niche” Qwen 3.7 Flash · budget prompt · first choice
“Choose SparkToro if you want to know what channels, podcasts, and media to invest in for your next marketing campaign.” Gemini 3.5 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Avoid platforms that monetize your own data back to you via free tiers that require CRM/email access, or that scan email signatures/inboxes.” Muse Glimmer 30B · negative prompt · hard negative
“Top Pick: ZoomInfo ... Start with ZoomInfo if your focus is sales pipelines and data accuracy—it's the most cited for B2B mid-market.” Grok 4.1 Fast · 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.