Agentic Marketing Analytics
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GA4
GA4 GA4
GA4
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Meta Ads Google Ads TikTok Ads $80 + $80 + $80
= $240 reported revenue
1 order: $80 actual revenue 3x overcounted
Total cost $7.00
Revenue $80.00
ROAS 11.4x
One customer. One journey. One real cost.
Claude · Attribution MCP
Y
Pulling first-time purchaser report from Shopify order data...
Here's your Q1 first-time purchaser breakdown from Shopify. Meta drove the most new customers (812) but Google's first-time buyers had 34% higher AOV and a 28% repeat rate within 60 days.
1,847
New Customers
$186K
First Purchase Rev
$101
Avg AOV
22%
60-Day Repeat Rate
| Channel | New Cust | Revenue | AOV | 60d Repeat | CPA |
|---|---|---|---|---|---|
| Meta | 812 | $73K | $90 | 18% | $28 |
| 524 | $63K | $121 | 28% | $41 | |
| Organic | 287 | $30K | $105 | 24% | -- |
| 134 | $13K | $96 | 31% | $2 | |
| TikTok | 90 | $7K | $75 | 11% | $52 |
Klaviyo gap detected: 340 first-time Shopify purchasers from the last 30 days aren't in any welcome or post-purchase flow. View list
See which channels acquire new customers. Ask your data anything.
The Agentic Marketing Analytics Solution for Shopify.
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