Influencer platforms · November 2026 Edition
Shopify Collabs vs Traackr
Zero of fourteen models named Shopify Collabs first on the direct prompt; zero named Traackr. Shopify Collabs was named by thirteen of the fourteen models and Traackr by thirteen and Shopify Collabs carries 18 labels and Traackr 38, so the shares are not directly comparable.
By Shopify, Ottawa, Canada, founded 2006. Named in two categories this edition.
Named in two categories this edition.
First-choice share12%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%26%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#8A position in a field of 15; printed, not drawn.
Labels1838A 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 twelve of the fourteen direct answers. Favikon vs Shopify Collabs · Favikon vs Traackr · Shopify Collabs vs Upfluence
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
Direct003 against Traackr
Paraphrase001 against Traackr
Comparative01
Budget-constrained702 against Traackr
Scale-constrained02
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 4.20 | | | | |||
| 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.
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.Llama 4 MaverickKALO IQ alternatives: Favikon, Traackr, Upfluence
Qwen 3.7 FlashFavikon alternatives: Influencity, Modash, Traackr
GLM 4.7 FlashXFavikon alternatives: Traackr, Upfluence
Neither was named
11 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Favikon alternatives: Archive, GRIN, Limelight
GPT-5.4 miniSprout Social Influencer Marketing alternatives: HypeAuditor, impact.com
Gemini 3.5 FlashFavikon alternatives: Onalytica, Passionfroot, SparkToro, Sprout Social
Perplexity SonarFavikon alternatives: impact.com
Grok 4.20Favikon alternatives: Brandwatch Influence, KALO IQ, Modash, Sprout Social Influencer Marketing, Upfluence
Mistral SmallKALO IQ, Upfluence alternatives: IQFluence
DeepSeek V4 FlashFavikon alternatives: KALO IQ, Modash
Kimi K2Favikon, Later Influence alternatives: KALO IQ, Upfluence
MiniMax M2.5Favikon alternatives: KALO IQ, Upfluence
GPT-6 LunaFavikon alternatives: LinkedIn Creator Marketplace, Thinkers360
Muse Glimmer 30BFavikon, KALO IQ alternatives: Aspire, GoByline, Upfluence
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 eight points.
Shopify Collabs9%#3 of 15Traackr2%#11 of 15Mid-marketThe figures above
Shopify Collabs leads by nine points.
Shopify Collabs12%#2 of 15Traackr4%#8 of 15Enterprise
The order flips: Traackr leads at enterprise.
Traackr4%#2 of 13Shopify Collabs0%#– of 13What the models said about Shopify Collabs
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“the best starting point is Shopify Collabs (if you're on Shopify) or Ainfluencer” GLM 4.7 FlashX · budget prompt · first choice
“If you're a Shopify merchant, Shopify Collabs is likely the best fit.” Mistral Small · 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.
“with Traackr and Ainfluencer being mentioned as platforms to avoid” Llama 4 Maverick · negative prompt · hard negative
“evaluate closely against your budget and expected usage; it is frequently characterized as one of the more expensive options” Perplexity Sonar · negative prompt · soft negative
“Noted as one of the most expensive influencer marketing platforms on the market, which may not justify its cost” Mistral Small · negative prompt · soft negative
“CreatorIQ or Traackr: Best for enterprise-level brand safety, large-scale relationship management, and complex global workflows.” Gemini 3.5 Flash · scale prompt · first choice
“large global brands focused on standardized measurement choose CreatorIQ/Traackr” Muse Glimmer 30B · comparative prompt · first choice
“prioritize platforms like CreatorIQ, Traackr, Later Influence, or GRIN” GLM 4.7 FlashX · scale prompt · first choice
Also compared
Favikon vs Shopify CollabsFavikon vs TraackrShopify Collabs vs UpfluenceShopify Collabs vs AinfluencerShopify Collabs vs AfluencerShopify Collabs vs GRINShopify Collabs vs ModashUpfluence vs TraackrAinfluencer vs TraackrAfluencer vs TraackrGRIN vs TraackrModash 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.