Connect the data behind your paid acquisition.

Use Shopify with ads data to compare ad spend with orders, refunds, stock, and available product costs.

Use WooCommerce with ads data to compare reported conversion value with store orders, refunds, and current stock.

Use Google Ads with commerce, payments, analytics, or Merchant Center data to see whether a performance change began in the campaign or later in the funnel.

Use Meta Ads with commerce or CRM data to see whether reported gains also appear in net store revenue or qualified leads.

Use TikTok Ads with GA4, commerce, or TikTok Shop to see whether results changed in ad delivery, site traffic, or marketplace outcomes.

Use LinkedIn Ads with HubSpot or Salesforce to see whether reported lead growth became qualified pipeline.

Use Amazon Ads with Seller Central to see whether stock, listings, or marketplace financial events should change ad pacing.

Use Amazon Attribution with an advertising integration and Seller Central to compare tagged traffic with available stock before increasing off-Amazon spend.

Use Merchant Center with Google Ads and store data to identify whether an offer issue, feed problem, or campaign change needs attention first.

Use TikTok Shop with TikTok Ads to compare marketplace orders, returns, settlement timing, fees, and stock with ad delivery.

Use Seller Central with Amazon Ads to compare marketplace orders and financial events with platform attribution.

Use GA4 with an advertising integration and store data to see whether a change appears in traffic, the site journey, tracking, or completed orders.

Use PostHog with an advertising integration to check whether a release, feature flag, or funnel change came before a change in spend performance.

Use Klaviyo with commerce and ad data to see whether a lifecycle change may explain a repeat-purchase or revenue shift before paid media is credited.

Use Recharge with Shopify and ad data to compare subscription retention with acquisition spend.

Use Stripe with WooCommerce or Shopify and ad data to see whether demand weakened or more payments failed, refunded, or became disputed.

Use HubSpot with Google Ads, Meta Ads, or LinkedIn Ads to see whether reported leads became qualified deals.

Use Salesforce with an advertising integration to see whether reported leads became qualified opportunities or closed revenue.