← All work

Guiding shoppers into a retail AI assistant

Turning a blank chat box into guided, one-tap entry points — and testing where the assistant should live before a 100% rollout.

CompanyDICK'S Sporting Goods · 2026RoleProduct DesignerTimeline[Add timeline]Team[PM, Engineering, …]ToolsFigma, Dscout, Pendo
Hero image — upload in the properties panel
Results at a glance
Average weekly AI sessions7×
Sessions
14010570350
Pre-launchWk 6
20 → 140 after rollout. Endpoints are real; interior weeks are placeholder — swap for your Pendo export.
Time to first message (indexed)−15%
Index (100 = pre-launch)
1007550250
Pre-launchWk 6
Indexed to pre-launch = 100. Shoppers reach a useful message 15% faster.
The problem

Where shoppers got stuck

[Where the assistant lives in the DICK'S experience, who uses it, and why the launch mattered to the business.]

How might we help shoppers start a useful AI conversation without knowing what to type?
Research

How I found the answer

Randomized task test

n=20 · 3 search placements · time-to-find, dead clicks and heatmaps

Preference comparison

Side-by-side review of the placements to hear why shoppers preferred one

Key insights
  • [Which placement shoppers found fastest]
  • [Where dead clicks clustered and why]
  • [What shoppers said in the preference comparison]
Research artifact — upload in the properties panel
Process

From insight to interface

Discover

[How shoppers used the free-text box today]

Define

[Which agents and prompt categories to surface]

Design

Curated, tappable prompt system with one-tap continuation

Test

Two-part entry-point study to choose the rollout placement

Solution

What shipped

Curated prompt chips

Tappable prompts replace the blank text box and route to the right underlying agent.

Screen — Curated prompt chips

One-tap continuation

Shoppers keep the conversation going without typing.

Screen — One-tap continuation

Tested entry point

The placement chosen by the study shipped to 100% of users.

Screen — Tested entry point
Impact

What changed

Average AI sessions grew from 20 to 140 after rollout.

“[Add a quote from a stakeholder or test participant]”
Reflection

What I took away

  • [What you learned about guiding AI entry]
  • [What you would test next]