Leave no cart behind.
Traffic is too expensive to waste on abandoned carts. Attribuly AI Email Agent generates 1:1 recovery emails from ad touchpoints, browsing behavior, and purchase intent — turning paid clicks into recovered orders.
Early access for selected DTC brands and growth teams
Recover paid traffic from abandoned carts
Abandoned carts are paid clicks that didn’t convert. AI Email Agent turns static recovery flows into 1:1 messaging powered by journey context — more relevant, more repeatable.
Write to Why They Came
Align each recovery email with channel source, ad touchpoints, and landing-page intent — not generic reminders.
Recover 1:1, Not 1:Many
Use browsing behavior, cart context, and key friction signals to bring shoppers back to checkout with relevant messaging.
Not Discount-First
Lift recovery with education and confidence-building copy first, saving discounts for when they truly make sense.
How it works
Three practical steps transform static abandonment flows into context-aware AI recovery.
Capture Shopper Intent
Real-time ingestion of user behavior and purchase intent signals from Google Ads and Meta (Facebook/Instagram) into the Attribuly attribution engine.
AI Personalization Engine
AI analyzes user profile, browsing history, and campaign context to generate fully personalized email content — one email, one person.
Klaviyo Delivery & AI Optimization
Real-time delivery monitoring, open/click tracking, and incremental revenue attribution.
Capture Shopper Intent
Real-time ingestion of user behavior and purchase intent signals from Google Ads and Meta (Facebook/Instagram) into the Attribuly attribution engine.
View key capabilities
AI Personalization Engine
AI analyzes user profile, browsing history, and campaign context to generate fully personalized email content — one email, one person.
View key capabilities
Klaviyo Delivery & AI Optimization
Real-time delivery monitoring, open/click tracking, and incremental revenue attribution.
View key capabilities
Simple deployment, no ESP migration
This product plugs directly into your current Klaviyo ESP. You do not need to buy another ESP or abandon your existing Klaviyo subscription to start testing.
Expected value: quantify incremental revenue lift
You don’t need to claim a specific number upfront. Use an A/B holdout to make results measurable and defensible.
Measurable Incremental Revenue
Deploy with an A/B holdout: control stays on your existing cart flow, while the variant runs the AI flow — so you can quantify true incremental revenue lift.
Explainable Lift
Break down uplift by channel, campaign, and intent segments to understand what actually drives recovery.
Repeatable Playbooks
Turn winning angles into playbooks that keep improving abandoned cart recovery and retention over time.
Safe Rollout
Start with a small ramp; fall back to the original flow on anomalies to keep delivery reliable.
More core use cases
Frequently Asked Questions
It uses connected attribution touchpoints, on-site behavior, and cart-level context to generate more relevant recovery messaging.
We automatically read your product detail pages and combine them with reviews and brand assets to generate angles and copy that match each shopper’s journey context.
If you have a UGC library (for example, Klaviyo’s brand library) or other assets, you can provide them as well. We ingest and blend them automatically — no manual rewriting required.
The workflow is designed with operational safeguards such as final checks and fallback paths to support safer rollouts.
There are two common ways:
First, we generate demo/test emails. You can review a specific shopper’s email content alongside their ad touchpoints and on-site journey in Attribuly, and qualitatively validate whether the angle matches real intent.
Second, we deploy with an A/B holdout: some shoppers stay on your existing cart flow (control) while others go through the AI flow (variant). After enough volume, compare opens/clicks/purchase conversion and rely on the A/B readout to evaluate incremental lift.
The AI Email Agent is designed for DTC brands with higher average order values that want to improve abandoned cart recovery quality.
Ready to test Attribuly AI Email Agent?
We are onboarding early DTC teams for guided beta trials. Book a demo to review fit, setup, and launch plan.
Monthly pricing starting at $3000 per month, results-based billing.