Store P&L / Blended MER
Meta says 4.2x. Shopify cash says 2.1x. Here is the number your bank account believes.
Stops agencies and merchants from scaling spend on platform ROAS that does not match Shopify GMV, with contribution after a labeled cost assumption.
Meta says 4.2x. Shopify cash says 2.1x. Here is the number your bank account believes. Stops agencies and merchants from scaling spend on platform ROAS that does not match Shopify GMV, with contribution after a labeled cost assumption.
How it runs
Multi-agent orchestration — here's the flow, step by step.
Pull shop info (currency, timezone) and paginated orders for the window (default 14 days): totals, discounts, financial_status, refunds, shipping, line items, customer.orders_count.
ecommerce scannerIf ads are connected, pull spend and platform-reported conversions/ROAS for the same window. If not, skip and record ads-not-connected.
ads scannerCompute GMV, discount rate, refund rate, net sales, AOV, new vs returning, blended MER (GMV ÷ spend, only if spend > 0), contribution after a labeled COGS assumption. Never sum platform revenues across Meta + Google. Compare platform conversion value to Shopify GMV.
revenue analystWrite the brief: one-line verdict, metric block, platform-vs-store table, assumption table, three propose-only actions. Call verslay_memorize for MER/GMV/discount/refund rates.
executive briefing writerDeliver to email if connected, else in-hub. Emit the run receipt. No ads or Shopify writes.
distributorRequired Agents
5- ecommerce-scanner
- ads-scanner
- revenue-analyst
- executive-briefing-writer
- distributor
Connections
Required
Optional
What it does
- Shopify cash is the revenue source of truth
- Blended MER when ads are connected; honest omit when not
- Platform ROAS shown beside store-cash, never added across platforms
- Labeled COGS assumption — not fake incrementality
- Three propose-only actions
- Baseline improves via memory
Example prompt
Last 14 days — what did we actually make versus what Meta claims?
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