Zero of fourteen models named Shopify Collabs first on the direct prompt; zero named Modash. Shopify Collabs was named by thirteen of the fourteen models and Modash by twelve and Shopify Collabs carries 18 labels and Modash 25, so the shares are not directly comparable.
By Shopify, Ottawa, Canada, founded 2006. Named in two categories this edition.
Named in one category 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 November 2026 Edition, Shopify Collabs and Modash were named in the same answer twenty-two times, of the 74 answers naming Shopify Collabs and the 66 naming Modash. In those answers Modash took the first choice three times and Shopify Collabs seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Two of two in this category shown.
“the best starting point is Shopify Collabs (if you're on Shopify) or Ainfluencer” GLM 4.7 FlashX · budget prompt · first choice
“If you're a Shopify merchant, Shopify Collabs is likely the best fit.” Mistral Small · budget 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.
“Mid-market pricing → Influencity, Modash, Favikon (generally $150–$500/mo)” GLM 4.7 FlashX · budget prompt · soft negative
“For a mid-sized B2B company, Modash is the strongest, most sensible default choice.” DeepSeek V4 Flash · paraphrase prompt · first choice
“best overall pick is usually Modash” GPT-5.4 mini · budget prompt · first choice
“Choose tools (like HypeAuditor, Modash, or Phyllo-integrated tools) that analyze audience demographics and fake-follower percentages.” Gemini 3.5 Flash · negative prompt · alternative
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.