Three of twelve models named Referral Rock first on the direct prompt; two named Influitive. Referral Rock was named by nine of the twelve models and Influitive by eleven and both carry 23 labels, so the shares below are directly comparable.
Named in two 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 loyalty, advocacy and referrals 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. Two of two in this category shown.
“Top Pick: Referral Rock ... highly regarded for mid-market B2B companies because it is built to handle the complexity of longer B2B sales cycles” Gemini 3.5 Flash · direct prompt · first choice
“For most mid-sized B2B companies, I'd recommend starting with Referral Rock for its focused referral capabilities and reasonable pricing” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“What to Avoid: Influitive (AdvocateHub) ... it is typically not recommended for mid-sized companies” Gemini 3.5 Flash · paraphrase prompt · hard negative
“without the complexity or high cost of enterprise solutions like Influitive ... ⭐⭐⭐ (Can feel heavy)” Qwen 3.7 Flash · paraphrase prompt · soft negative
“"Ghost Town" Risk & Heavy Administrative Load ... it is incredibly expensive” Gemini 3.5 Flash · negative prompt · soft negative
“The market-leading gamified advocacy hub. Challenges, points, leaderboards, community. Best-in-class integration (perfect 10/10 in evaluations).” DeepSeek V4 Flash · comparative prompt · first choice
“Influitive is the industry leader—though it's a bigger investment.” MiniMax M2.5 · paraphrase prompt · first choice
“Influitive (Strongest Overall for B2B Advocacy/Loyalty + Referrals)” Grok 4.1 Fast · direct 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.