The Full-Stack E-Commerce Reporting Setup: Klaviyo + Shopify + Ads + Search

The Full-Stack E-Commerce Reporting Setup

Most e-commerce teams use at least four platforms: an email tool, a store, an ad platform, and search analytics. The data in each one matters. But the data between them matters more.

Your Klaviyo flow revenue means one thing on its own. Paired with Shopify's new vs returning customer split, it tells you whether automations are converting new buyers or just reactivating existing ones. Your Google Ads ROAS means one thing alone. Compared against organic search growth from Google Search Console, it tells you whether paid is propping up traffic or if organic can carry more weight.

This guide walks through connecting all four sources in Chartcastr and structuring the reporting so your team gets cross-channel insights without anyone pulling manual reports.

Step 1: Connect Your Sources

Each source takes about two minutes to connect. All use OAuth — no API keys to copy, no developer setup.

Klaviyo

Navigate to Integrations → Add Source → Klaviyo. Authorize with your Klaviyo account. Chartcastr requests read-only access to campaigns, flows, lists, segments, and metrics. Select your first metric — Campaign Revenue is a good starting point.

Shopify

Add Source → Shopify. Enter your store URL and authorize. Chartcastr reads order, customer, and product data. Start with the Revenue chart and New vs Returning Customers.

Google Ads

Add Source → Google Ads. Authorize your Google account and select the ad account. Start with Spend & ROAS and Cost Per Conversion.

Google Search Console

Add Source → Google Search Console. Authorize and select your property. Start with Total Clicks and Average Position.

Step 2: Create a Source Group

Once all four are connected, go to Sources → Create Source Group. Name it something like "Full Channel Report" and add the metrics you want analysed together.

A strong starting set:

Source Groups matter because they tell the AI to analyse these metrics together. Without a group, each chart gets its own summary. With a group, the AI reads across all six and connects patterns.

Step 3: Set the Schedule

Create a Pulse using the Source Group. Deliver it to your main Slack channel — or split it:

• Weekly (Monday 9am) → #growth — Full cross-channel report for the marketing and growth team
• Daily (8am) → #email-team — Just the Klaviyo metrics for the email team's morning check
• Monthly (1st) → #leadership — Summary numbers for executives

Weekly is the sweet spot for cross-channel analysis. It gives enough data to spot trends without creating noise.

What Cross-Analysis Looks Like in Practice

Scenario 1: Email Is Quietly Outperforming Paid

The weekly report shows Klaviyo campaign revenue at $28K — up 22% month over month. Shopify total revenue is $95K, up 8%. Google Ads ROAS dropped from 3.2x to 2.7x.

The AI summary connects it:

Email revenue now accounts for 29% of total store revenue, up from 23% last month. This growth is outpacing both paid and organic channels. Google Ads ROAS declined for the third consecutive week while spend increased 10%, suggesting diminishing returns on the current audience targeting. Consider reallocating 10-15% of ad budget toward list growth tactics — the email channel is converting at a significantly lower effective cost per acquisition.

Without cross-analysis, the marketing team might see the Google Ads ROAS dip and panic. With it, they see the full picture: email is compensating, and the smart move is to lean into it.

Scenario 2: Organic Growth Signals a Shift

Google Search Console shows organic clicks up 18% over the past month. Google Ads spend is flat. Shopify revenue is up 6%. Klaviyo list growth accelerated to 4% week over week.

The AI summary:

Organic search is driving a meaningful traffic increase — clicks are up 18% MoM — and appears to be contributing to both revenue growth and list growth simultaneously. The 4% WoW subscriber growth correlates with increased organic landing page visits, suggesting blog or SEO content is converting visitors into email subscribers. Klaviyo flow revenue held steady, meaning new subscribers haven't yet entered high-converting flows. Expect a revenue uplift from automations in the next 2-3 weeks as these subscribers progress through the welcome series.

That last insight — predicting a future revenue lift based on the lag between list growth and flow conversion — is the kind of analysis that requires seeing all four data sources at once.

Maintenance

Once it's set up, there's nothing to maintain. Tokens refresh automatically. Charts generate on schedule. If a source disconnects (rare — usually due to a password change or permission revocation), Chartcastr alerts you and the reconnect is one click.

Add or remove metrics from your Source Group as your reporting needs evolve. Swap Google Ads for Meta Ads if that's where your spend goes. Add PostHog if product analytics matter to your team. The structure stays the same.

Getting Started

Connect your first source and create a Pulse in under five minutes. Add the others as you go — you don't need all four on day one. The cross-analysis improves with each source you add.

Klaviyo, Shopify, Google Ads, and Google Search Console are all available on paid plans. Start a free trial or view pricing.