Two of twelve models named impact.com first on the direct prompt; zero named Tapfiliate. impact.com was named by eleven of the twelve models and Tapfiliate by eleven and impact.com carries 43 labels and Tapfiliate 22, so the shares are not directly comparable.
Named in six categories this edition.
Named in four 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 affiliate and partner management page.
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. Five of five in this category shown.
“Avoid joining massive networks like Awin, CJ Affiliate, or Impact.com early on” Gemini 3.5 Flash · budget prompt · hard negative
“Enterprise platforms (PartnerStack, Impact) - Start at $1,000+/month” Mistral Small · budget prompt · hard negative
“The industry giant for enterprise partnerships. Incredible automation, contract management, and influencer integrations, though pricing can be premium” Gemini 3.5 Flash · scale prompt · first choice
“A Mid-Market/Enterprise DTC Brand | Impact.com | Centralizes traditional affiliates, influencers, and creators with modern tracking.” Gemini 3.5 Flash · comparative prompt · first choice
“Impact.com is the strongest all-around choice if you want one platform to manage multiple partner types at scale” Perplexity Sonar · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Simpler, cheaper, but may lack enterprise depth” DeepSeek V4 Flash · scale prompt · soft negative
“If you are strictly focused on affiliate marketing and want a simpler, cost-effective setup, go with Tapfiliate.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Start with a free trial of ReferralCandy or Tapfiliate. Both offer robust features at accessible prices” Qwen 3.7 Flash · budget prompt · first choice
“A strong all-around choice for small businesses... General small business/ecommerce: Tapfiliate” GPT-5.4 mini · budget prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.