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

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

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Favikon | 23% | #1 of 12 | 0% | 21 | 10 of 14 |
| Shopify Collabs | 9% | #4 of 12 | 7% | 15 | 11 of 14 |

## The direct prompt, model by model

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

## What the models said about Favikon

- "Favikon works well for SMBs and startups focused on fast LinkedIn influencer discovery, with features including AI scoring, LinkedIn creator search, authority scoring, and audience insights" (Claude Haiku 4.5, paraphrase prompt, first choice)
- "Tools like HypeAuditor, Brandwatch, Meltwater, and Favikon are recommended for their fraud detection and audience authenticity checks." (Mistral Small, negative prompt, first choice)
- "Favikon - Offers an all-in-one platform for discovery, CRM, and campaign tracking at a price point below GRIN or Aspire." (Llama 4 Maverick, direct 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.