All Frameworks
104 decisions across 9 domains
104 decisions
Should your next growth dollar buy rented reach or build an owned audience?
How do you split cofounder equity without building a deadlock trap?
Why does a simple safety-stock formula beat sophisticated forecasting?
Do your channel, SKU, and entity counts actually justify an ERP?
What does a VA really cost you in the first 90 days?
What roll-up math must you run before selling or buying a brand?
What turns a freight quote into a 2x invoice?
Which binding capacity constraint should pick your platform?
Where are the single points of failure that can erase a quarter’s margin?
What is Adobe Commerce’s real TCO before you sign?
Are you holding a hire months past the signal to let them go?
Is the calendar — not order volume — triggering your peak staffing?
Where is the cheapest place to catch defects before they ship?
Composable or monolithic — can you afford the integration-maintenance tax?
Split into separate stores or keep one unified store?
Which cancel reasons justify a save offer — and which destroy margin?
Are your dashboards crediting channels that aren’t driving the sales?
How should you split brand vs performance budget — and when?
In-house, 3PL, or 4PL — which fits your GMV?
Should your small content-led store migrate off Wix/Squarespace yet?
When does a Head of eCommerce hire actually pay back?
Equity or salary for your first hire — what’s the real trade-off?
Is a points program driving incremental retention or subsidizing repeats?
Do you know which partner actually clears your container?
What separates eCommerce intelligence from generic advice?
Which 8 numbers will investors actually pull in diligence?
Have you triggered sales-tax nexus you haven’t registered for?
Does service automation pay back at real deflection rates?
Will switching review platforms strand your social proof?
What does a breach really expose you to — and what do you still own?
Does a native app’s purchase frequency justify its commission?
Do you have the data density for personalization to pay off?
Which chargebacks are worth contesting once labor cost is counted?
Are promotions building demand or destroying your pricing power?
Is your catalog machine-readable for AI-driven product discovery?
Is BNPL adding incremental revenue or just adding cost?
What does TikTok Shop really take before fulfillment?
Which SKUs can’t absorb tariff cost variance without breaking?
Is retail-media ROAS real lift or rent on demand you already owned?
Is your anti-fraud rule costing more than the fraud itself?
Is your catalog ready for AI agents that query, not browse?
What is each marketplace’s real all-in take rate after every fee?
What’s the real landed cost behind your freight quote?
Should you fix the top contact driver instead of hiring agents?
Is that big wholesale order actually more profitable than DTC?
Managed-service tax or technical-overhead tax — which fits you?
What is packaging really costing you once DIM-weight surcharges are counted?
FIFO or LIFO — what gross-margin and tax gap does the choice create?
Amazon reach or own-store margin — what channel mix by stage?
Contractor or employee — where’s the crossover for this role?
Will a loyalty program clear the repeat-rate lift it needs to break even?
Is retention really cheaper than acquisition at your stage?
What hiring sequence prevents a founder bottleneck by $1M GMV?
Does your margin survive once you pay yourself a real salary?
Does the math say it’s time to shut down — before emotion decides?
Which few metrics should actually drive your decisions?
Where is tech debt about to cause a cliff-edge failure?
Do you actually have a headless business case?
What measurable triggers say it’s time to fire your agency?
What is your affiliate program’s real all-in cost rate?
When does the math say to stop acquisition spend — before cash forces it?
Which binding constraint should set your wholesale/DTC mix?
Where can you recover 12–22% of last-mile shipping spend?
What does cross-border really cost per order before you expand?
Which systems break non-linearly in Q4 — and have you tested them?
Can your margin actually fund a free-returns policy?
What is your effective payment-processing rate really costing you?
Could a profitable business run out of cash in the next 90 days?
Does your real contribution margin look nothing like your gross margin?
Are you in the rare conditions where a custom build is actually correct?
What is Shopify really costing across its full 7-layer stack?
Agency or in-house marketing — which is right at your revenue?
What actually predicts 3PL performance beyond the RFP?
Are you pricing on gross margin and missing your true variable cost stack?
DTC margin or marketplace volume — what’s your right mix?
Is your supplier outcome set by skill or by leverage?
When should you document SOPs — and which ones first?
Is hidden purchase-rate decay quietly costing you six figures?
Which tasks should you automate first for real ROI?
Are you overpaying for influencer marketing by a factor of three?
Is revenue-based LTV inflating your customer value by up to 98%?
Is working capital quietly strangling your growth between $30K–$80K/month?
Is your SEO traffic the kind that ever converts to revenue?
Is optimizing conversion rate in isolation actually shrinking revenue?
When does a free tool actually cost more than the paid one?
What hidden cost layers blow up a replatforming project?
Is adding sales channels real growth or hidden margin destruction?
What is your business worth — and what destroys the multiple?
Is a subscription model recurring revenue or recurring losses for you?
Self-fulfill, 3PL, FBA, or hybrid — where’s your crossover point?
Hire your first employee or outsource — which compounds for you?
At what monthly order volume does your store actually break even?
Are you running email as campaigns or as revenue infrastructure?
Are you ready to scale — or about to destroy margin and cash?
What are returns really costing your margin?
Hire a person or automate this task — which pays back?
How should you split spend between paid and organic at your stage?
What is each integration really costing you to build and maintain?
When does the cost of staying on your platform exceed the cost of leaving?
Is inventory investment outpacing cash flow and stalling growth?
Which shipping model protects margin at your zones and AOV?
What is your tool stack really costing once integration and switching are counted?
Are you calculating CAC at half its real number?
Which platform fits your constraints without trapping you later?
