Joel Lipton
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Amazon / Service Discovery

Designing Service Discovery When Add-to-Cart Moves to Search

Reported outcome

Increased service attach rate.
Services could now be added directly from search.

Higher service engagement and glance views after launch. Exact metrics are confidential.
Service discovery cards for delivery, TV installation, protection plans and related purchases

Bringing service discovery and purchase into search

A faster path to checkout can remove an entire discovery surface. When Amazon moved Add-to-Cart into search, customers could skip the product detail page—and the installation, haul-away, and delivery services offered there.

I led service discovery across search, product pages, and checkout for Heavy Bulky Services, coordinating with the teams responsible for each surface. I brought service discovery and the ability to add services into search, where customers were increasingly making their purchase decisions.

The category represented approximately $25B in annual product revenue and $200M in annual services revenue.

Customers could skip services entirely

The 2024 platform initiative put Add-to-Cart directly in search results. That reduced navigation, but customers could now buy a television or appliance without visiting the product detail page where those services were offered.

Purchase flow before and after Add-to-Cart moved to search; the new flow bypasses the product detail page
Platform change: the shorter path bypassed the product detail page and its services. View full size ↗︎

Some services could still appear in checkout, but that surface prioritized completion. It was a weak place to discover or understand an unfamiliar offering.

“I didn’t know Amazon offered services like installation.”

Recurring customer interview feedback

Research showed that service awareness was already low. Customers could spend up to two weeks comparing large purchases and often needed related products and services together. Removing another discovery moment increased the risk.

Move discovery with the decision

Make services visible in search, while preserving the faster purchase path.

I explored patterns that made services easier to find and understand across categories. The design had to account for search visibility, limited space, and checkout’s focus on speed.

Discoverability

Surface services early in the purchase journey.

Clarity

Distinguish operational services from physical products.

Scalability

Use patterns that work beyond heavy bulky purchases.

How much prominence was enough?

Each direction traded a different amount of visual weight and implementation effort for service visibility.

Exploration 01

Reuse lightweight add-on surfaces

Expandable sections and carousels reused existing patterns and limited engineering effort. But placing services alongside accessories made them feel like optional extras. Large purchases needed more context.

Expandable add-ons and carousel concepts across TV services and groceries
Exploration: existing add-on patterns adapted for services. View full size ↗︎

Exploration 02

Separate services from accessories

Dedicated service modules clarified the difference between installation or delivery and physical add-ons. The trade-off was space: expanded modules occupied more of the results page, and some users read them as upselling.

Dedicated frequently purchased service modules separated from compatible accessories
Exploration: separate service and accessory modules. View full size ↗︎

Exploration 03

Make services an entry point

Colored cards stood out against Amazon’s mostly white search interface. Framing them around goals such as home theater setup or appliance installation made services a starting point for a complete purchase.

Colored service cards appearing below an Amazon search result after Add-to-Cart
Exploration: prominent cards organized around the customer’s task. View full size ↗︎

This direction better matched how customers planned purchases involving multiple components.

Detailed service cards for delivery and installation, home theater, protection and kitchen essentials
Exploration: service and related-purchase entry points. View full size ↗︎

Show what the service includes

Installation, assembly, and haul-away involve details that are difficult to communicate through bullet points. I explored short video demonstrations within service cards so customers could see how the service worked.

Watch on YouTube ↗︎
The trade-off:Video could make operational details clearer, but introduced production cost, loading-performance requirements, and accessibility considerations.

Increased service attach rate and engagement

Customers could now add services directly from search, something they could not do before. After launch, service attach rate increased.

We also observed higher engagement with service modules, more interaction from search-based shoppers, improved service visibility earlier in the journey, and increased service glance views.

Exact metrics are confidential.

What I took forward

A platform change can improve one part of a journey while weakening another. Keeping services discoverable meant considering search, product pages, and checkout together, then balancing visibility with purchase speed.

The work reinforced the role of visual hierarchy and explanation in helping customers understand complex services.

Read the full story on Substack ↗︎
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