Case Study Wayfair

Wayfair

Turning services, delivery, and operations into a dual-sided retail marketplace.

At Wayfair, Christopher transformed services, delivery, and retail operations into a cohesive growth engine. His work spans internal marketplace tooling, customer experience, business incubation, and leadership across teams—culminating in Wayhome's growth to $100M+ annual revenue.

Focus Marketplace Design
Method Service Operations UX
Scope Omnichannel Retail
Focus Growth Incubation
System Delivery Experience Design
Scope Physical Retail Strategy
Wayhome annual revenue milestone in 2023 (launched in 2019)
Large Parcel revenue lift YoY w/ estimated ~$300M GRS win for 2023
Initial quarterly customer savings tied to Service Marketplace design
Average leadership NPS over three years while managing cross-functional ICs and managers across multiple teams

The problem

Services, delivery, and retail were fragmented side systems instead of a cohesive platform.


Teams relied on spreadsheets, siloed tools, and disconnected delivery flows. The opportunity: transform operational patchwork into a durable, omnichannel growth engine for customers, providers, and the business.

Org footprint

Storefront

Lower funnel, checkout, and customer-facing service choices.

Admin tools

Marketplace controls for brands, providers, geos, and cost management.

Delivery

Large parcel, white glove, scheduling, and in-home service moments.

Retail

AllModern physical store exploration and brand experience alignment.

A Service Marketplace Is Born

Replacing spreadsheet-heavy workflows with a scalable services control system.

+15% / $1M
Admin cost savings from moving off spreadsheet-heavy workflows.
$6.2M
Customer savings tied directly to Service Marketplace improvements.
+22% / $11M
Geo stability gains and cost efficiency across markets.
+39%
Year-over-year GRS lift once the new control system was in place.

What changed

  • Created a scalable admin model for service groups, providers, costs, and coverage
  • Enabled real-time updates to customer and supplier experiences
  • Built roadmap priorities around bulk editing, validation, and operational zoom levels
  • Turned a manual operational challenge into a platform capability

Wayhome

From single-city pilot to $100M+ annual business.


After building the Service Marketplace, the next opportunity became clear: create Wayfair's native assembly and installation service network, reducing third-party dependency. That vision expanded into Wayhome, a dual-sided platform with provider sourcing, background checks, geo-targeting, scheduling, support, and a pro-facing app.

Piloted in a single city in 2019, Wayhome grew into a nation-wide business unit that reached $100M+ annual revenue by 2023.

Growth results

$100M+
Annual Wayhome revenue in 2023.
250%
Growth from 2020 to 2023 (vs. Wayfair overall at -5% in the same period).
20%
Growth from 2022 to 2023 (vs. Wayfair overall at +108%).

New services unlocked

Wayhome turned a single service offering into a broader home services catalog.


  • Flooring and tile installation for larger remodel projects.
  • Small room remodels that bundled design, product, and in-home services.
  • Outdoor installs for gazebos, pergolas, hot tubs, and other high-touch projects.
  • Additional white-glove and in-home offerings as the network and provider base matured.

Large Parcel experience

Large Parcel: A declining but critical business with outsized revenue and executive attention.


Wayfair's large parcel business (heavy-weight and bulky items: beds, couches, dressers, etc.) was under pressure from inflation and macro-economic headwinds. Executives prioritized it as a CEO-level initiative because, while large parcel represented only ~5% of orders, it drove roughly 25% of global revenue and had historically been a key differentiator versus competitors.

5%
Order share, underscoring just how valuable each delivery needed to be.
25%
Share of global revenue driven by Large Parcel, despite its much smaller order share.

Cross-Funnel Improvements


  • The "Big Swing": White Glove Delivery for all large parcel items (scheduled, room of choice delivery and assembly with package haul-away)

  • Browse, PDP, cart, checkout, and post-order filter and communication improvements

  • Scheduled delivery and premium service options surfaced more clearly

  • Research, competitive analysis, and iterative testing to simplify complexity for mixed carts with different parcel sizes and delivery types

Large Parcel results

The big-swing test met or exceeded every major KPI.

+108%
Large Parcel revenue lift YoY
+12%
Large Parcel CVR lift against a +10% goal.
+8%
Increase in return visits (vs. a +5% goal).
$300M
Estimated GRS win from the Large Parcel HVHC experiment in 2023.

AllModern Physical Store

Designing the AllModern brick-and-mortar experience


Facilitated a week-long design sprint and stakeholder summit to align research, operations, and brand vision for the first AllModern physical location. The team created a unified vision addressing customers' emotional, physical, and aspirational needs for home shopping.

The AllModern store launched on schedule and validated broader physical retail expansion, including Wayfair's IKEA-style flagship in Chicago.

Beyond product

Mentorship and team health were embedded into operations, not side projects.

Leadership meant more than shipping features. Christopher intentionally built conditions for teams to excel by embedding mentorship, community, and team-health practices into day-to-day operations: structured mentorship cycles, a global design help channel for peer problem-solving, cross-functional community-building, and ongoing leadership coaching. These practices strengthened collaboration, accelerated delivery, and improved retention—and are presented as core components of the product and organizational outcomes below.


Global Mentorship Program, Design Help Channel, ERG leadership, Coaching

UX Mentorship program

Designed and facilitated a recurring, strengths-based mentorship program for experience design across levels and disciplines.

Global Design Help Channel

Founded a global help channel where designers answered everyday questions from product, business, engineering, and design peers.

ERG leadership

Served as Global Business Chair for a Wayfair employee resource group, building external partnerships and internal community.

Leadership NPS

Maintained a three-year leadership NPS average of 9.2 out of 10 from direct reports and cross-functional partners.

The original objective

Turn retail services, delivery, and operations into a cohesive platform that could unlock new revenue, better customer experiences, and omnichannel momentum.


Key outcomes

Wayhome annual revenue milestone in 2023 (launched in 2019)
Large Parcel revenue lift YoY w/ estimated ~$300M GRS win for 2023
Initial quarterly customer savings tied to Service Marketplace design
Average leadership NPS over three years while managing cross-functional ICs and managers across multiple teams


Final thought

By establishing shared design principles and cross-functional alignment practices, Design became the connective tissue that unified fragmented operations into a growth engine. The result was consistency across touchpoints, faster decisions, reduced duplication, and a durable platform for scalable innovation.


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