Blufire vs Wicked Reports: First-Party Attribution or Contribution-Margin Analytics?
Wicked Reports is a first-party, click-based attribution platform for teams running serious paid budgets, with lifetime lookback, cohort LTV and weekly Scale, Chill or Kill calls. Blufire reconciles every channel to contribution margin and reads marketing next to discounting, customers and inventory. Here is where each wins.
Wicked Reports has been doing attribution for over a decade. Its pitch is first-party attribution that finds new customers: orders tied to specific clicks, new customers separated from repeat buyers at campaign and creative level, verified events sent back to ad platforms, and weekly Scale, Chill or Kill recommendations per channel (wickedreports.com). Its pricing starts at US$499 a month (wickedreports.com). For an agency or media buyer whose job is to move ad budget, that is a focused, serious tool. Blufire comes at the same spend from the other end. Its unit is not the click, it is contribution margin. Every Shopify order is carried to CM1, CM2 and CM3 after COGS, shipping, fees and returns, tied out to the ledger, and Google Ads and Meta spend sit in the same waterfall. Attribution is one section of 13: models compared side by side with one published source-of-truth map, then read in margin alongside discounting, customer value, creative, inventory and experiments. The practical difference: Wicked tells you which clicks and campaigns bring new customers and how much revenue they return over time. Blufire tells you how much margin those customers leave after costs, and whether a test proves the spend caused it. Many brands need the first; every brand eventually needs the second. Wicked Reports figures were checked 30 Sep 2026.
Who each is for
Blufire
Blufire is an Australian margin analytics platform for Shopify brands. It connects Shopify, Klaviyo, Google Ads and Meta, reconciles every figure to your ledger, and computes CM1, CM2 and CM3 on every order after costs. Attribution models are compared side by side rather than trusted blindly, and geo-lift and holdout experiments return verdicts in CM1. Data is stored in Australia with a separate database per customer. Pricing is by revenue band, A$219 to A$2,099 a month.
Wicked Reports
Wicked Reports is a first-party attribution platform "for agencies and operators running serious paid budgets" (wickedreports.com). It ties orders to specific clicks, separates new from repeat customers, sends verified events to ad platforms (Signal), issues weekly Scale, Chill or Kill calls, and includes FunnelVision, 5 Forces AI and an MCP-compatible analyst (wickedreports.com). Its attribution models include U-shaped (40/20/40, recommended for most customers), first click, last click and linear (help.wickedreports.com). It integrates Meta, TikTok, Pinterest, Google, Snap and Microsoft ads with Shopify, Stripe, BigCommerce, Amazon and Klaviyo (wickedreports.com). Plans for brands up to $2.5M annual revenue are Measure US$499, Scale US$699 and Maximize US$999 a month, with Enterprise from US$4,999 (wickedreports.com).
Side by side
| Dimension | Blufire | Wicked Reports |
|---|---|---|
| Unit of truth | Contribution margin (CM1, CM2, CM3), tied out to the ledger | Clicks tied to orders; revenue, ROI and LTV by campaign and creative (wickedreports.com) |
| Attribution | Models compared side by side; one published source-of-truth map; never Shopify last-touch | U-shaped (recommended), first click, last click, linear (help.wickedreports.com) |
| New vs repeat | What each channel really pays to acquire a customer, and new versus repeat, read in margin | New customers separated from repeat buyers at campaign and creative level (wickedreports.com) |
| LTV | CM1-LTV, lifecycle states, margin-true RFM, customer equity | Cohort and LTV reports with lifetime lookback and lookforward (wickedreports.com) |
| Ad-platform signal | Read-only; never writes back to ad accounts | Advanced Signal (Meta CAPI), included on Maximize or US$199/mo add-on (wickedreports.com) |
| Recommendations | Biggest problems ranked for your seat, with the records behind every number | Weekly Scale, Chill or Kill per channel; 5 Forces AI (wickedreports.com) |
| Causal proof | Geo-lift tests, email and ad holdouts with a CM1 verdict and confidence interval | Click-based attribution; no experimentation product listed on the pages we checked (checked 30 Sep 2026) |
| Beyond marketing | Discounting, inventory, returns, forecasting and financial models on the same margin | Focused on paid-media attribution |
| Sources | Shopify, Klaviyo, Google Ads, Meta | Meta, TikTok, Pinterest, Google, Snap, Microsoft; Shopify, Stripe, BigCommerce, Amazon; Klaviyo; API, Zapier, webhooks (wickedreports.com) |
| Pricing | Revenue bands set by trailing-12-month revenue: A$219, A$429, A$995 or A$2,099 a month (Starter to Scale), custom above $50M. Annual is 10x monthly. Every band gets every feature. 30-day free trial. | Up to $2.5M revenue: US$499 / US$699 / US$999 a month; Enterprise from US$4,999 (wickedreports.com) |
Honest read
Where Blufire is stronger
- Margin, not revenue: every channel read in CM1, CM2 and CM3 after COGS, shipping, fees and returns, so a campaign that returns revenue but no margin is exposed.
- Ledger tie-out: every figure reconciled to the ledger to the dollar.
- Attribution as an input, not a verdict: models compared side by side, with one published source-of-truth map every other section reads.
- Causal proof in margin: geo-lift tests and email and ad holdouts, each with a verdict and a confidence interval in CM1.
- The rest of the business on the same number: promo ledger, customer value, creative, inventory, returns, forecasting and financial models.
- Lower price for most Shopify brands: A$219 to A$2,099 a month, every feature included, with a 30-day free trial.
- Australian data residency with a separate database per customer and read-only connections.
Where Wicked Reports is stronger
- Deep, long-standing attribution expertise: first-party, click-based attribution with orders tied to specific clicks, and more than a decade of practice (wickedreports.com).
- Lifetime lookback and lookforward with cohort and LTV reports on every plan, useful for long buying cycles (wickedreports.com).
- Verified conversion signal back to Meta through Advanced Signal (CAPI), a lever Blufire does not offer (wickedreports.com).
- Broad ad-platform coverage: Meta, TikTok, Pinterest, Google, Snap and Microsoft, plus Amazon revenue on Maximize (wickedreports.com).
- Clear weekly direction for media buyers: Scale, Chill or Kill per channel (wickedreports.com).
- Works beyond Shopify, with Stripe, BigCommerce, API, Zapier and webhooks for custom stacks (wickedreports.com).
Which should you choose
Choose Blufire if
- You want to know how much margin each channel leaves, not just which click gets the credit.
- Your finance team needs numbers that tie out to the ledger.
- You want to prove causation with geo-lift and holdouts rather than rely on an attribution model.
- You want discounting, customer value, inventory and forecasting on the same margin as marketing.
- You are a Shopify brand and want every feature for A$219 to A$2,099 a month.
Choose Wicked Reports if
- You are an agency or media buyer whose main job is moving budget across many ad platforms.
- You need TikTok, Pinterest, Snap or Microsoft Ads attribution, which Blufire does not connect.
- You want verified conversions sent back to Meta through CAPI.
- Your buying cycle is long and lifetime lookback on clicks is the key question.
- You sell through Stripe, BigCommerce or a custom stack rather than Shopify.