Favikon vs Shopify Collabs
Six of fourteen models named Favikon first on the direct prompt; zero named Shopify Collabs. Favikon was named by ten of the fourteen models and Shopify Collabs by eleven and Favikon carries 21 labels and Shopify Collabs 15, so the shares are not 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.
By framing
FavikonFirst choices, of fourteen modelsShopify Collabs
Every model, every framing
| 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 | | | |
Favikon Shopify Collabs first choice named as an alternative argued againstblank: not namedEach cell is one answer, Favikon on the left and Shopify Collabs on the right.The direct prompt
Favikon first, Shopify Collabs not the choice
6 of 14 modelsShopify Collabs was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Favikon43%#1 of 13Shopify Collabs4%#4 of 13Favikon23%#1 of 12Shopify Collabs9%#4 of 12Favikon4%#4 of 7Shopify Collabs—not namedWhat the models said about Favikon
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“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
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.