
AI Product Recommendation Personalization
Personalizes product recommendations across web and email.
First-time shoppers, recent buyers and repeat customers each see the store content that fits where they are in the purchase cycle.
In an online store, a first-time browser, yesterday's buyer and a customer due to reorder need very different things from the homepage. This Ecommerce & D2C edition uses your Shopify or WooCommerce and Klaviyo data to show each one the right content: product advice, order tracking and returns help, or post-purchase content. You can edit every rule.

AI Website Personalization for Ecommerce & D2C adapts your online store by shopper segment and behavior: product advice for browsers, order tracking and returns help for recent buyers, and post-purchase content for customers due to reorder. Rules use your Shopify or WooCommerce and Klaviyo data and stay editable.
For Ecommerce & D2C brands, a generic homepage costs twice. Browsers who see nothing relevant leave, and recent buyers who cannot find order or returns information email support instead. This edition puts the right content in front of each shopper using data your store and Klaviyo already hold, while shoppers without consent see your normal store. The Scope Card fixes the segments, the two connected systems and the workflows before you order, so the edition's limits are clear and nothing is open-ended.
Shoppers who have just bought see order tracking and returns help first. The rule set reads your Shopify or WooCommerce data, so the store recognizes where each person is.
First-time and browsing visitors see product advice suited to their behavior. The Ecommerce & D2C rule set points them toward items and guidance rather than a generic homepage.
Using Klaviyo and store data, customers nearing their usual reorder point see post-purchase content. The site supports repeat buying instead of treating them as brand new visitors.
All rules stay editable by your team within up to six approved workflows. Seasonal changes or new segments can be made without waiting on a code change.
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $6,900 |
| Express | 15–25 working days | $7,950 |
| Rush | 10–20 working days | $8,950 |
Before you start: Export conversion, repeat purchase and support ticket figures for the month before launch. Note which pages recent buyers land on today.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
The build is paid once. Running costs are roughly $50 to $250 a month for AI model usage and hosting, billed in your own accounts, on top of your store platform and Klaviyo plans. Costs follow how much traffic is personalized.
Usage during build and testing is billed to your accounts too.
Ask about running costsA second storefront, a third data source such as a reviews platform, or personalization in a second language needs a Change Quote. Add a note at checkout for a written quote.
Request a custom versionMonthly maintenance is recommended for this edition: monitoring, fixes and change hours for seasonal campaigns, new collections and new segments.
$345/mo (5% of the build price a month, includes 3 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance works| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A personalization app bills by monthly sessions or revenue share | A CRO agency charges a monthly retainer | Ours is one fixed price, shown on this page before you buy |
| Post-purchase visitors | Usually treated like any other visitor | Depends on the brief | Ours shows recent buyers tracking and returns help |
| Consent | You check its settings yourself | An agency build depends on what was agreed | Ours falls back to your default store without consent |
| Delivery | An app installs fast, rules take weeks | An agency usually takes several weeks, set per project | Ours has a fixed delivery time shown before you buy, with faster options |
Shopify or WooCommerce, counted as one of the two connected systems, and usually paired with Klaviyo for segments and purchase events. If your store runs on another platform, the Additional Ecommerce Platform Integration add-on or a Change Quote covers it, priced in writing before any work starts.
When a visitor is recognized as a recent buyer from your store data, the page shows a tracking and returns block near the top, using the content and links you approve. The aim is to answer the question before they email, and the A/B test shows whether it does.
Yes. Your consent and privacy settings are part of the intake, and visitors who have not consented see your default store. Test scenarios include consent states, so you can check the fallback works before launch. Legal advice on your consent wording is outside this build.
Running costs are roughly $50 to $250 a month for AI usage and hosting, billed in your own accounts and separate from your store and Klaviyo plans. We add no fee per visitor or per order. The one-time build price, with each delivery speed, is shown in the panel on this page, and the Scope Card lists exactly what it covers.
Yes. Browsing behavior is one of the segment rules, so a visitor who has spent time in one category can see advice and guides for that category on later pages. All rules stay readable and editable by your team, not hidden in a model.
Yes. A seasonal hero or collection for a segment is a rule change, usually covered by the monthly change hours of maintenance. The default store stays as your fallback, so a campaign rule can be switched off without affecting anything else.
Order AI Website Personalization for Ecommerce & D2C and on a fixed delivery date your store adapts for browsers, recent buyers and repeat customers, with consent respected and an A/B test running.

Personalizes product recommendations across web and email.

Chooses the right offer for each customer within margin rules.

Swaps content blocks per recipient inside email campaigns you already send.