Financial Operating System for E-Commerce Businesses

Understand true profitability beyond top-line revenue. Track contribution margins, inventory efficiency, and customer acquisition costs with AI-driven insights.

Challenges E-Commerce Face

Revenue growth masks declining margins

Inventory ties up cash without clear ROI metrics

Customer acquisition costs are rising without visibility

How Advisorli Helps

True contribution margin analysis by channel

Working capital optimisation for inventory management

Customer lifetime value tracking and forecasting

Key Metrics We Track for E-Commerce

How E-Commerce use Advisorli

E-commerce founders chase top-line growth because the dashboard rewards it: Shopify, Meta Ads, Klaviyo all surface revenue and ROAS, none surface contribution margin. Hundreds of "growing" stores fail every year because rising CAC, returns, and shipping costs eat the gross margin before it ever reaches operating profit.

Advisorli reframes the financial story. Revenue is decomposed by channel; contribution margin is calculated after merchant fees, shipping, returns, and paid acquisition; and inventory is benchmarked on turnover and days-on-hand against category peers. The result is a P&L that tells you whether the next $100k of ad spend will compound or kill the business.

Working capital is the second silent killer. SKUs that look profitable on a unit-economics basis can still strangle the business if they tie up six months of cash in stock. The Cash Conversion Cycle dashboard exposes this directly (DIO + DSO − DPO) and the 13-week cash flow forecast lets you model the impact of a wholesale order, a Black Friday peak, or a switch in payment terms.

For valuation and exit, e-commerce multiples are highly sensitive to channel concentration, repeat-purchase rate, and brand vs reseller margin. Advisorli applies category-calibrated multiples and surfaces the levers that move them, exactly the conversation that aggregators and PE buyers have on diligence calls.

Built for E-Commerce

Contribution margin by channel

Revenue minus merchant fees, shipping, returns, and paid acquisition, segmented by Shopify, Amazon, wholesale, and DTC.

Inventory efficiency tracking

DIO, turnover, and SKU-level cash tied up benchmarked against category peers.

CAC payback monitoring

Blended CAC, repeat-purchase rate, and contribution-margin payback period tracked weekly.

Key concepts for E-Commerce

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