Influencer platforms · October 2026 Edition
Shopify Collabs vs Traackr
Zero of fourteen models named Shopify Collabs first on the direct prompt; two named Traackr. Shopify Collabs was named by eleven of the fourteen models and Traackr by twelve and Shopify Collabs carries 15 labels and Traackr 30, 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.
First-choice share9%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate7%23%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#4#8A position in a field of 12; printed, not drawn.
Labels1530A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Shopify Collabs reading right to left. Rank and label count are printed, not drawn.Favikon was named alongside these two in nine of the fourteen direct answers. Favikon vs Shopify Collabs · Favikon vs Traackr · Afluencer vs Shopify Collabs
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Shopify CollabsFirst choices, of fourteen modelsTraackr
Direct022 against Traackr
Paraphrase01
Comparative001 against Shopify Collabs
Budget-constrained501 against Traackr
Scale-constrained00
Negative004 against Traackr
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Shopify Collabs and Traackr stood in it.
| 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 | | | | |
Shopify Collabs Traackr first choice named as an alternative argued againstblank: not namedEach cell is one answer, Shopify Collabs on the left and Traackr on the right.The direct prompt
The plain question, one answer per model, grouped by where Shopify Collabs and Traackr stood in it.
Traackr first, Shopify Collabs not the choice
2 of 14 modelsShopify Collabs was named in the answer but not as the choice, or not at all.Grok 4.1 FastTraackr alternatives: Favikon, GRIN, Upfluence
GLM 4.7 FlashXTraackr alternatives: Aspire, Upfluence
Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Kimi K2Modash, Upfluence alternatives: Onalytica, Traackr
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Favikon alternatives: KALO IQ, Modash
GPT-5.4 miniSprout Social Influencer Marketing, impact.com alternatives: CreatorIQ, GRIN, Later Influence
Gemini 3.5 FlashLimelight alternatives: Favikon, Toksta
Perplexity SonarInfluencity alternatives: Later, Modash, impact.com
Mistral SmallInfluencity, Modash
DeepSeek V4 FlashFavikon alternatives: Aspire, Influencity
Llama 4 MaverickFavikon alternatives: Guideflow, Influencity, Limelight, Skrapp
Qwen 3.7 FlashInfluencity alternatives: Brandwatch Influence, Favikon, Meltwater, Modash
MiniMax M2.5Favikon alternatives: Influencity
GPT-6 LunaFavikon alternatives: Onalytica
Muse Glimmer 30BFavikon alternatives: Influencity, Modash, Skrapp
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Shopify Collabs leads by four points.
Shopify Collabs4%#4 of 13Traackr0%#13 of 13Mid-marketThe figures above
Shopify Collabs leads by four points.
Shopify Collabs9%#4 of 12Traackr5%#8 of 12Enterprise
Shopify Collabs is not named for this buyer.
Traackr17%#2 of 7Shopify Collabs—not namedWhat 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
What the models said about Traackr
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Why to avoid: One of the most expensive influencer marketing platforms on the market” GLM 4.7 FlashX · negative prompt · hard negative
“inaccurate location data (seen in some G2 reviews for platforms like Traackr or Upfluence, though they're not outright "avoid")” Grok 4.1 Fast · negative prompt · soft negative
“platforms with limited discovery capabilities, such as Traackr, may not be ideal for brands” Llama 4 Maverick · negative prompt · soft negative
“I'd recommend Traackr as the best overall creator/influencer management tool” Perplexity Sonar · paraphrase prompt · first choice
“the best overall influencer‑marketing platform is Traackr” GLM 4.7 FlashX · direct prompt · first choice
“Top Pick for Most Mid-Market B2B: Traackr” Grok 4.1 Fast · direct prompt · first choice
Also compared
Favikon vs Shopify CollabsFavikon vs TraackrAfluencer vs Shopify CollabsAfluencer vs TraackrGRIN vs Shopify CollabsGRIN vs TraackrShopify Collabs vs InfluencityShopify Collabs vs CreatorIQShopify Collabs vs UpfluenceInfluencity vs TraackrCreatorIQ vs TraackrUpfluence vs TraackrAll twenty-eight head-to-head pages and the full influencer standing
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.