The agent resolves a conversation while the shopper still fails to find a product.
Broad catalog coverage protects against bad recommendations, while specific guidance protects the shopper’s purchase intent.
Who you’d be doing this for
“Our stores can point people to the right item, but online they’re dropping out after one vague answer.”
Bodil Hansen · Vice President of Customer Experience
Leads service and digital conversion for the retailer deploying the shopping agent.
What is at stake
Qualified shoppers are leaving after generic search handoffs instead of opening a product page. You must weigh precise recommendations against the risk of sending shoppers to a poor fit.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- recommendation specificity vs. product-fit confidence
- add-to-cart growth vs. escalation control
- agent tuning vs. platform integration
- automated suggestions vs. verified evaluation
Why Sierra
Shopping agents connect customer service conversations to retailer search and recommendation systems, where a failed handoff turns a high-intent interaction into lost commerce.
Written with these in mind
Not your kind of problem? 28 more at Sierra, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.