Connecting 8+ Data Sources: Integration Best Practices
How to pull data from multiple platforms into unified client reports.
The Multi-Platform Reality
Modern marketing spans multiple platforms. A single client might have Google Analytics, Google Ads, Meta Ads, LinkedIn Ads, Shopify, and HubSpot. Pulling data from each separately is tedious. Unified integration is the answer.
GA4 + Google Ads
The foundation of most agency reports. GA4 provides website analytics — sessions, users, conversions, engagement. Google Ads provides campaign performance — spend, clicks, conversions, ROAS. Together they show the full acquisition picture.
Social Advertising
Meta Ads and LinkedIn Ads round out the paid media picture. Meta covers Facebook and Instagram campaigns. LinkedIn is essential for B2B clients. Pull spend, reach, engagement, and conversion data from both.
E-Commerce + CRM
For e-commerce clients, Shopify provides revenue, orders, AOV, and product performance. HubSpot adds CRM data — leads, pipeline, deal stages. These sources connect marketing activity to business outcomes.
SEO Tools
Ahrefs and SEMrush provide SEO data — keyword rankings, backlinks, domain authority, organic traffic estimates. Essential for SEO-focused clients. Pull ranking data and organic visibility metrics automatically.