eCommerce & DTC Solutions

Connect Ad Clicks and AI Research
To Real Shopify Orders.

Stop losing attribution to iOS privacy restrictions and missing UTMs. Use cart attribute stitching to link store purchases to actual buyer sessions.

Attribution comparison

eCommerce Attribution Comparison

Stitch ad clicks and AI research to actual Shopify order revenue.

Without SourceTrackUnattributed

Attributed Source:Direct / Unknown

(direct)

Captured Journey Touchpoints

🚫

No touchpoints captured

No ad parameters or sessions captured before order creation.

utm_source—

utm_medium—

utm_campaign—

StatusUnattributed Order

Order Value$280.00

With SourceTrackStitched

Attributed Source:Paid Search -> AI Referrer

Google Ads + Claude AI

Full Touchpoint Journey Chain

🎯

Google Ad Click08:45

gclid=ad_8912 (Google Ads)

🤖

Claude AI Comparison09:02

Prompt: 'SmartWatch specs review'

🛍️

Cart Attribute09:08

Cart st_aid attribute saved

💳

Shopify Webhook09:10

Order #8421 ($280.00)

utm_sourcegoogle

utm_mediumcpc

utm_campaignsummer_sale_search

StatusFirst-Touch Paid / Last-Touch AI Stitched

Order Value$280.00