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Case Studies

Example Scenarios: How a New Ecommerce Store Launch Unfolds

Illustrative launch scenarios, not client results. Every assumption is listed, including the slow early months, so you can check the math. Real results vary.

Illustrative scenario: built from platform fee structures and typical launch timelines. It is not a specific client’s result, and your results will vary.

All Example Scenarios

Amazon FBA

Example Scenario: Launching a Kitchen Gadget Brand on Amazon FBA

This example follows a single kitchen gadget from research to month 12 on Amazon FBA, using 2026 fee assumptions and a conservative ad budget. It runs at a loss through month 5, turns a monthly profit in month 6 and recovers cumulative losses around month 11.

Illustrative scenario · Read the numbers →
Amazon Private Label

Example Scenario: Building a Private Label Pet Brand on Amazon

This example follows a new pet supplies brand from trademark filing to month 12, with three months of setup before any sales. It turns a monthly profit in month 7 and is only modestly ahead on a cumulative basis by month 12.

Illustrative scenario · Read the numbers →
Walmart Marketplace

Example Scenario: Launching Home Storage Products on Walmart Marketplace

This example follows a home storage product line on Walmart Marketplace with Walmart Fulfillment Services over 9 months. It runs a small loss through month 5 and reaches modest monthly profit by month 9 on a lower budget than an Amazon launch.

Illustrative scenario · Read the numbers →
Shopify

Example Scenario: Launching a Fitness Accessories Brand on Shopify

This example follows a direct-to-consumer fitness accessories store on Shopify that relies on paid social ads for traffic. It loses money for six months as acquisition costs fall and repeat customers build, then turns a modest profit from month 7.

Illustrative scenario · Read the numbers →
TikTok Shop

Example Scenario: Launching a Beauty Product on TikTok Shop

This example follows a low-priced beauty accessory on TikTok Shop driven by affiliate creators. A creator video causes a sales spike in month 4, followed by a dip, before sales settle into steadier growth by month 9.

Illustrative scenario · Read the numbers →
Etsy Print-on-Demand

Example Scenario: Building a Print-on-Demand Shop on Etsy

This example follows a new Etsy shop selling original-design print-on-demand mugs and shirts, with no inventory risk but thin margins per order. It reaches break-even around month 6 and gets a seasonal lift in Q4.

Illustrative scenario · Read the numbers →

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