Four streams in. One truth out.

Meta Ads

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Meta reports its own grades. We mark the exam.

• Spend, impressions and clicks at ad-id level
• Campaign → ad set → ad structure
• 4 MCP actions

Google Ads

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Profit per keyword. Including the ones PMax hides.

• Spend at campaign, ad group and keyword level
• Search terms and match types
• 4 MCP actions

Shopify

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The source of truth for what you actually keep.

• Orders, line items and discounts
• Products, variants and cost per item (COGS)
• read-only

Stripe

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Subscription reality, next to what it cost to buy.

• Charges, refunds and disputes
• Subscriptions, plans and billing intervals
• read-only