Zero of fourteen models named Afluencer first on the direct prompt; zero named Shopify Collabs. Afluencer was named by thirteen of the fourteen models and Shopify Collabs by eleven and both carry 15 labels, so the shares below are directly comparable.
Named in one category this edition.
By Shopify, Ottawa, Canada, founded 2006. Named in three 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 influencer platforms page.
Across every category in the October 2026 Edition, Afluencer and Shopify Collabs were named in the same answer twenty-seven times, of the 56 answers naming Afluencer and the 41 naming Shopify Collabs. In those answers Shopify Collabs took the first choice three times and Afluencer fifteen.
| 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.
“Afluencer is widely recommended as one of the best influencer marketing platforms. It offers a free forever plan for brands” Mistral Small · budget prompt · first choice
“Afluencer is widely considered the best influencer marketing platform because it offers a functional "free forever" plan” Qwen 3.7 Flash · budget prompt · first choice
“If you're a new brand or want a marketplace with a free plan: Go with Afluencer for an all-in-one, low-cost entry.” GLM 4.7 FlashX · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Limited to Shopify ecosystem, basic discovery.” Grok 4.1 Fast · comparative prompt · soft negative
“the best choice is usually Afluencer or Shopify Collabs, depending on whether you already sell on Shopify” Perplexity Sonar · budget prompt · first choice
“For a company with a limited budget, Shopify Collabs is my default pick—if you sell through Shopify.” GPT-6 Luna · budget prompt · first choice
“start with Ainfluencer (completely free) or Shopify Collabs (if you use Shopify)” Kimi K2 · budget 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.