# GRIN vs Shopify Collabs: which do AI models recommend for influencer, October 2026

GTM AI Recommendation Index, October 2026 Edition, Influencer platforms. Zero of fourteen models named GRIN first on the direct prompt; zero named Shopify Collabs. Page: https://gtm-ai-index.com/marketing/influencer-platforms/grin-vs-shopify-collabs/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| GRIN | 11% | #3 of 12 | 12% | 43 | 14 of 14 |
| Shopify Collabs | 9% | #4 of 12 | 7% | 15 | 11 of 14 |

## The direct prompt, model by model

- GPT-5.4 mini: neither first, one named (first choices: Sprout Social Influencer Marketing, impact.com) (alternatives: CreatorIQ, GRIN, Later Influence)
- Grok 4.1 Fast: neither first, one named (first choices: Traackr) (alternatives: Favikon, GRIN, Upfluence)
- Claude Haiku 4.5: neither named (first choices: Favikon) (alternatives: KALO IQ, Modash)
- Gemini 3.5 Flash: neither named (first choices: Limelight) (alternatives: Favikon, Toksta)
- Perplexity Sonar: neither named (first choices: Influencity) (alternatives: Later, Modash, impact.com)
- Mistral Small: neither named (first choices: Influencity, Modash)
- DeepSeek V4 Flash: neither named (first choices: Favikon) (alternatives: Aspire, Influencity)
- Llama 4 Maverick: neither named (first choices: Favikon) (alternatives: Guideflow, Influencity, Limelight, Skrapp)
- Qwen 3.7 Flash: neither named (first choices: Influencity) (alternatives: Brandwatch Influence, Favikon, Meltwater, Modash)
- Kimi K2: neither named (first choices: Modash, Upfluence) (alternatives: Onalytica, Traackr)
- GLM 4.7 FlashX: neither named (first choices: Traackr) (alternatives: Aspire, Upfluence)
- MiniMax M2.5: neither named (first choices: Favikon) (alternatives: Influencity)
- GPT-6 Luna: neither named (first choices: Favikon) (alternatives: Onalytica)
- Muse Glimmer 30B: neither named (first choices: Favikon) (alternatives: Influencity, Modash, Skrapp)

## What the models said about GRIN

- ""Grin creator discovery feature was removed from the platform without any prior notice."" (Muse Glimmer 30B, negative prompt, hard negative)
- "Grin may be a big financial commitment if you're a new business, and the platform may feel overwhelming if you're beginning influencer marketing" (Claude Haiku 4.5, negative prompt, soft negative)
- "you want to avoid expensive, enterprise-level SaaS tools (like GRIN, Aspire, or Traackr), which often require four-figure monthly fees" (Gemini 3.5 Flash, budget prompt, soft negative)
- "GRIN is often recommended as the best creator and influencer management tool" (Mistral Small, paraphrase prompt, first choice)
- "If you are a fast-growing DTC brand ... choose GRIN (for large budgets)" (Gemini 3.5 Flash, comparative prompt, first choice)
- "I would recommend GRIN or Favikon, depending on your primary focus." (Qwen 3.7 Flash, paraphrase prompt, first choice)

## What the models said about Shopify Collabs

- "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)

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. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.