Zero of fourteen models named Shopify Collabs first on the direct prompt; zero named CreatorIQ. Shopify Collabs was named by eleven of the fourteen models and CreatorIQ by twelve and Shopify Collabs carries 15 labels and CreatorIQ 27, so the shares are not directly comparable.
By Shopify, Ottawa, Canada, founded 2006. Named in three 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.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Traditional platforms like GRIN, CreatorIQ, or Upfluence are built primarily for Instagram, TikTok, and lifestyle creators.” Gemini 3.5 Flash · direct prompt · soft negative
“require custom quotes that often start at $20,000+/year, putting them out of reach for many mid-size teams” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Overkill for mid‑size teams; steep learning curve and higher minimum spend” GLM 4.7 FlashX · direct prompt · soft negative
“I'd generally recommend CreatorIQ if your priority is serious creator program management, governance, integrations, and scaling B2B-style campaigns” GPT-5.4 mini · paraphrase prompt · first choice
“CreatorIQ | Complex, global teams needing heavy governance... (Gold standard for enterprise).” DeepSeek V4 Flash · scale prompt · first choice
“CreatorIQ's enterprise-grade analytics and attribution capabilities are unmatched.” GLM 4.7 FlashX · comparative 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.