Blufire vs TrueProfit: Net-Profit Tracking or a Contribution-Margin Analytics System?
TrueProfit gives Shopify sellers a fast, cheap, real-time net-profit number. Blufire decomposes that number into the full CM1/CM2/CM3 ladder, runs honest attribution, and hands the operator the highest-value move with the dollar impact attached. Here is the fair comparison.
TrueProfit and Blufire start from the same premise: revenue and ROAS lie, and profit is the only number worth steering by. They diverge on how deep you go and who you are. TrueProfit is a Shopify-only app that installs in under five minutes and surfaces a real-time profit and loss view, with transparent pricing from US$35 to US$200 a month. It is built for solopreneurs through mid-market Shopify sellers who need to see net profit today without a finance team. Blufire is an analytics system for $5M to $1B operators, platform-agnostic, built on the full contribution-margin ladder rather than a single net-profit figure, with honest de-duplicated attribution, deeper customer analytics (RFM, lifecycle, predicted CLV, personas), and a CFO scorecard that turns the numbers into prioritised, dollar-quantified moves. This guide credits TrueProfit where it earns it (price transparency, install speed, granular COGS, the MCP/AI layer) and draws the distinctions carefully: last-clicked plus assisted purchases is not modeled multi-touch attribution, marketing mix modeling, or incrementality, and a single net-profit number is the floor of margin analytics, not the ceiling. All TrueProfit figures below were verified on trueprofit.io. Money examples are in AUD and labelled Demonstrative where illustrative.
Who each is for
Blufire
Blufire is an Australian-built analytics system for ecommerce and service operators turning over roughly $5M to $1B. It is platform-agnostic and built on the full contribution-margin ladder: every view computes true contribution margin (revenue minus COGS, shipping, returns and fees) across CM1, CM2 and CM3, runs honest de-duplicated attribution, and surfaces deeper customer analytics (RFM, lifecycle, predicted CLV, personas). The CFO scorecard then turns the numbers into prioritised, dollar-quantified moves, taking the operator from tracking the number to being handed the highest-value action with its dollar impact attached.
TrueProfit
TrueProfit is a Shopify-only net-profit analytics app, self-described as The #1 Net Profit Analytics Platform for Shopify Sellers. It installs from the Shopify App Store in under five minutes and surfaces a real-time profit and loss view built on granular COGS, with customer lifetime value and cohort analysis on every tier. Pricing is transparent and month-to-month across four tiers (US$35 to $200), each with a 14-day free trial. It ships an MCP server for AI access and free mobile apps, and skews toward solopreneurs, smaller and mid-market sellers, and agencies. Vendor-reported scale: 70,000+ brands, 185+ countries, 25+ integrations, 5/5 from 750+ reviews; these figures are self-reported, not independently audited.
Side by side
| Dimension | Blufire | TrueProfit |
|---|---|---|
| What it is | A CFO-grade analytics system built on the contribution-margin ladder (CM1/CM2/CM3), platform-agnostic | A Shopify-only net-profit tracking app installed from the Shopify App Store |
| Target operator | $5M to $1B turnover, finance-led, multi-channel | Solopreneurs, entrepreneurs, agencies, smaller and mid-market Shopify sellers (per its own segmentation) |
| Headline metric | Full CM ladder: CM1, CM2, CM3 by product, segment and channel, plus break-even ROAS, MER, CAC variants, LTV:CAC, CAC payback | Single net-profit number and net margin in a real-time P&L (Net profit = Revenue minus total costs) |
| Pricing | Quote-based, system-level engagement (analytics platform, not an app subscription) | Transparent published tiers: US$35 / $60 / $100 / $200 per month, 14-day free trial, month-to-month only, no annual plan |
| Setup speed | Structured onboarding; depth traded for time | Fast: sub-5-minute Shopify install, ad spend auto-sync from major ad platforms |
| Attribution | Honest framing: platform-reported and Shopify last-touch shown as reported (double-counted ~30 to 50%), not real; builds toward de-duplicated CM-based ad efficiency, MTA, MMM, incrementality / iROAS | Last-clicked plus assisted purchases on cross-channel server-side tracking, marketed as Multi-Touch Attribution; Enterprise tier only ($200/mo) |
| Customer analytics | RFM, lifecycle stages, predicted CLV, personas, segment-level LTV:CAC | Customer lifetime value with cohort analysis (returning rate over time) plus CAC, included on every tier |
| COGS granularity | Full CM inputs (COGS, shipping, returns, fees) feeding the ladder | Granular and genuinely competitive: quantity-based COGS, COGS by production zone, weight-based shipping, auto-synced transaction fees, custom costs, taxes |
| AI access | Decision-support synthesis via the CFO scorecard | MCP server for ChatGPT / Claude querying of profit data; free iOS/Android app; a current, genuine differentiator |
| Multi-store / scope | Multi-channel, multi-entity by design | Each connected store needs its own paid plan; discount only for 5+ stores; aggregated all-store dashboard |
Honest read
Where Blufire is stronger
- Built on the full contribution-margin ladder (CM1/CM2/CM3), not one net-profit figure: every view computes true CM (revenue minus COGS, shipping, returns, fees) and then attaches the highest-value move with its dollar impact.
- Honest attribution by default: Shopify last-touch and platform-reported conversions are framed as reported (double-counted roughly 30 to 50%), never as truth; the system builds toward de-duplicated, CM-based ad efficiency, MTA, MMM and incrementality / iROAS rather than relabelling last-click plus assisted as multi-touch.
- Deeper customer analytics: RFM, lifecycle stages, predicted CLV and personas, with LTV:CAC computed at segment level on contribution margin, not revenue-LTV.
- Full CFO-grade metric set computed on contribution margin: break-even ROAS, blended vs new-customer vs marginal CAC, CAC payback, LTV:CAC by segment, and MER.
- A CFO scorecard that synthesises the numbers into prioritised, dollar-quantified actions: from track the number to here is the move and what it is worth.
- Platform-agnostic and built for $5M to $1B operators; an analytics system rather than a single-platform app, Australian-built and AUD-aware.
- Decision-support without prescription overreach: it quantifies the dollar impact and lets the operator decide, with no scaremongering.
Where TrueProfit is stronger
- Transparent, low entry-point pricing published openly: four tiers from US$35 to US$200 a month, each with a 14-day free trial, no opaque sales-led quote required.
- Genuinely fast and Shopify-native: install from the App Store and, per its own Marketing Attribution FAQ, setup under five minutes, with ad spend auto-synced from major ad platforms.
- Real and competitive COGS granularity: quantity-based cost of goods, COGS by production zone, weight-based shipping cost, auto-synced transaction fees (Shopify Payments, PayPal, Stripe), plus fixed and variable custom costs and taxes.
- A current, real AI differentiator: an MCP server that lets merchants query their profit data through ChatGPT, Claude and other assistants, plus a free iOS and Android app on every tier.
- Customer lifetime value with cohort analysis included on every tier, even the entry Basic plan, alongside CAC.
- Vendor-reported scale and adoption (70,000+ Shopify brands, presence in 185+ countries, 25+ integrations, a 5/5 rating from 750+ App Store reviews), useful social proof for a smaller seller choosing an app, though these figures are self-reported and not independently audited.
Which should you choose
Choose Blufire if
- You turn over roughly $5M to $1B and need finance-grade margin analytics, not a founder dashboard.
- You sell across more than one platform or channel and need a platform-agnostic system rather than a Shopify-only app.
- You need to stop steering by platform-reported ROAS and want de-duplicated, contribution-margin-based ad efficiency with a credible path to MTA, MMM and incrementality / iROAS.
- You want the contribution-margin ladder (CM1/CM2/CM3) broken out by product, segment and channel, not a single net-profit number.
- You make decisions on segment-level LTV:CAC, CAC payback, break-even ROAS, blended vs new-customer vs marginal CAC, and MER.
- You want the analysis to hand you the prioritised move with the dollar impact attached, not just the metric.
Choose TrueProfit if
- You run a Shopify store and need a clear, real-time net-profit number today without a finance team.
- Transparent, low monthly pricing matters more than analytical depth, and US$35 to $200 a month fits your scale.
- You want a sub-5-minute install and ad spend that auto-syncs without a project.
- Granular order and SKU-level COGS (zones, weight-based shipping, auto-synced fees) is your main requirement.
- You want to query your profit data through ChatGPT or Claude via the MCP server, or check it on a mobile app.
- You are a solopreneur, smaller or mid-market seller, or an agency managing many smaller Shopify stores.