EDGEFIX ACADEMY
One real store. Fifty lessons. Built in public.
We're building an ecommerce business from nothing, one lesson a day, with the same system we install for brands. Every lesson adds a working piece of the store and a write-up with the real numbers, including what broke.
October 1, 2026 → November 19, 2026 · 50 lessons · 7 certifications
The course
Seven modules, in the order a store needs them.
Define the business
Lean Six Sigma, run on a store before it exists: pick the product, chart it, map order-to-cash, and design out the failures.
Certification: IASSC Lean Six Sigma Green Belt
- 01 · October 1Lean, the 8 wastes and DMAICUpcoming
- 02 · October 2Project charter and voice of the customerUpcoming
- 03 · October 3SIPOCUpcoming
- 04 · October 4Measure: data collection and basic statisticsUpcoming
- 05 · October 5Value stream mapping, takt time and Little's LawUpcoming
- 06 · October 6Analyze: root causeUpcoming
- 07 · October 7Hypothesis testingUpcoming
- 08 · October 8Improve and Control: FMEA, poka-yoke, control charts, SOPsIASSC Green Belt examUpcoming
The money
Unit economics first. CM1 to CM3 per SKU, break-even ROAS, a linked 3-statement model, and the launch budget.
Certification: CFI FMVA
- 09 · October 9The three statements for a DTC brandUpcoming
- 10 · October 10Spreadsheet modeling standardsUpcoming
- 11 · October 11CM1 and CM2 at SKU levelUpcoming
- 12 · October 12CM3, CAC, LTV and break-even ROASUpcoming
- 13 · October 13Pricing and offer mathUpcoming
- 14 · October 143-statement model I: the driversUpcoming
- 15 · October 153-statement model II: linkingUpcoming
- 16 · October 16Budget, variance and scenariosUpcoming
- 17 · October 17Dashboards and telling the storyUpcoming
Build the store
Shopify, fulfillment and email, with tracking done properly: GA4, server-side Conversions API, and consent.
Certification: Google Analytics
- 18 · October 18The store's skeletonUpcoming
- 19 · October 19Product page and conversion basicsUpcoming
- 20 · October 20Fulfillment, shipping, payments and test ordersUpcoming
- 21 · October 21Tracking I: GA4, customer events and consentUpcoming
- 22 · October 22Tracking II: Meta pixel and Conversions APIUpcoming
- 23 · October 23Email: Klaviyo flowsUpcoming
- 24 · October 24Store QAGoogle Analytics certUpcoming
Creative
A full month of ad production: an angle audit, footage indexing, grounding checks on every claim, and 18 finished ads.
Certification: Meta Creative Strategy Professional
- 25 · October 25Angle Audit on the categoryUpcoming
- 26 · October 26Look-alike ads and element evaluationUpcoming
- 27 · October 27Shoot the footageUpcoming
- 28 · October 28Footage Intelligence installUpcoming
- 29 · October 29Copy and storyboardsUpcoming
- 30 · October 30AI creative and grounding checksUpcoming
- 31 · October 31Edit, QC and nameUpcoming
- 32 · November 1Launch planMeta Creative Strategy examUpcoming
Automation and AI
The SOPs turned into flows in Zapier, Make and n8n, plus an AI support flow where a person approves every reply.
Certification: Make and n8n badges
- 33 · November 2Zapier: triggers, actions, Formatter, Paths, FiltersUpcoming
- 34 · November 3Webhooks and API authenticationUpcoming
- 35 · November 4Make: JSON, iterators and aggregatorsUpcoming
- 36 · November 5Human in the loop: drafted support repliesUpcoming
- 37 · November 6Returns and fulfillment exceptions, in n8nUpcoming
- 38 · November 7Failure modes and monitoringMake and n8n badgesUpcoming
Launch and measure
Go live under a fixed budget. Read creative tests with real statistics, and separate attribution from incrementality.
Certification: Meta Media Buying Professional
- 39 · November 8Account structure and campaign setupUpcoming
- 40 · November 9Launch dayUpcoming
- 41 · November 10Reading creative testsUpcoming
- 42 · November 11Attribution vs. incrementalityUpcoming
- 43 · November 12First business reviewMeta Media Buying examUpcoming
One set of numbers
Shopify, Meta and GA4 in BigQuery, modeled with dbt into CM3 by SKU and by creative, on a dashboard that updates itself.
Certification: dbt Analytics Engineering
- 44 · November 13SQL on BigQuery: fast refreshUpcoming
- 45 · November 14Loading the store's dataUpcoming
- 46 · November 15dbt setup, Git, sources and stagingUpcoming
- 47 · November 16Marts, Jinja, macros and packagesUpcoming
- 48 · November 17Incremental models, docs and costUpcoming
- 49 · November 18Data Studio dashboardLast FMVA examsUpcoming
- 50 · November 19Capstone: Control, handover and go/no-godbt examUpcoming
Why we're doing this
We run our own system before we sell it.
The store gets everything a client gets: an angle audit, indexed footage, 18 ads a month, server-side tracking and one set of numbers down to contribution margin per SKU. You see every step, and because the numbers are ours, we can show all of them.