E-commerce profitability calculator for D2C businesses
The D2C founder knows her revenue number. She has no idea if she's actually making money. After factoring in COGS, CAC, return rates, shipping costs, payment processing fees, and ad spend per channel — her 00K revenue business might be generating 2K in real profit, or losing money. Most e-commerce founders are running blind on true profitability at the product and channel level. Build the profitability calculator engineered for D2C: pull data from Shopify, Meta, Google, and your 3PL automatically, compute true unit economics per SKU and per channel, and show you exactly where you're making and losing money. The D2C market has 2.1M US businesses. At 49/month, you only need 670 customers to hit .2M ARR.
Target audience: Direct-to-consumer (D2C) brands looking to analyze and improve their profitability through detailed financial insights.
5
Evidence items
REDDIT: 1
YOUTUBE: 1
TIKTOK: 1
GOOGLE_ADS: 1
GOOGLE_TRENDS: 1
4
Competitors
4
Pain points
3
Marketing channels
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“E-commerce founders explain how profitability calculators uncover true CAC, LTV, and margin after ads and fees”
“Shopify store owners share spreadsheets and software for calculating real profitability after shipping, returns, and ads”
“D2C profitability tool searches up 260% as brands face rising ad costs and thin margins”
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5-Dimension Score
Opportunity, feasibility, problem, timing & GTM →
GO / CAUTION / NO-GO Verdict
Clear recommendation based on composite analysis
Competitive Analysis
4 competitors mapped with strengths & weaknesses
78-Point Validation Framework
Every niche is analyzed across 78 automated research dimensions — continuously updated as new data arrives from 11+ platforms.
Reddit threads, YouTube channels, TikTok trends, and transcript mining
Hormozi value scoring, competitor analysis, and market stage classification
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All 5 dimension scores, 5 evidence items, competitive analysis, and launch playbook.
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