DoorDash uses Openclaw for Sales to turn monthly planning into merchant action

DoorDash has historically been known for restaurant delivery, but it has since evolved into a broader local commerce platform spanning grocery, convenience, retail and advertising. As the business expands beyond food delivery, monthly planning becomes much more complex. Regional teams need to know where local demand is growing, which categories are undersupplied, and which merchants to prioritize. They need that answer fast, at the neighborhood level.

Openclaw for Sales turns those planning questions into market intelligence, ranked merchant lists, enriched contacts, and ready-to-run outreach workflows.

Key results:

The challenge

Every month, DoorDash’s regional sales teams face the same question: where should we focus?

The answer requires cross-referencing local business density, category coverage, consumer demand signals, and merchant fit across dozens of cities simultaneously. Building that picture manually means pulling data from multiple tools, reconciling inconsistent sources, and spending days on research before a single outreach email goes out.

The harder problem isn’t finding merchants. It’s finding the right merchants: ones that fill real gaps, improve marketplace balance, and fit the category priorities for that market, that month.

How DoorDash uses Openclaw for Sales

1. From planning question to local market intelligence

DoorDash teams start with a business question, not a filter form.

Openclaw translates these into structured market analysis, identifying target geographies, relevant categories, local business density, and supply gaps relative to DoorDash’s existing coverage. One neighborhood may need late-night restaurants. Another may have strong restaurant supply but weak grocery or convenience options. Openclaw surfaces those differences as ranked priorities, not raw data.

This is especially useful as DoorDash expands beyond restaurants. Grocery, convenience, retail, flowers, pet, dessert, and specialty food each require a different sourcing lens. Openclaw maps where real-world merchant supply exists but DoorDash coverage is thin, by category and by neighborhood.

2. Ranking merchants by marketplace impact

Not all merchants improve the marketplace equally. DoorDash needs to know which ones actually move the needle.

Openclaw ranks merchants using Openmart’s proprietary local business signals: estimated revenue range, online review volume and recency, web traffic and online popularity, category taxonomy, geographic density relative to DoorDash’s existing coverage, and hiring activity. A small independent restaurant in an undercovered neighborhood may matter more than a larger merchant in a saturated area.

The output isn’t a lead list sorted by company size. It’s a ranked view of which merchants would most improve the local marketplace, with enough signal to explain why.

3. From merchant priorities to outreach

Once DoorDash identifies the right merchants, Openclaw turns that list into action.

It enriches owner and operator contacts, segments accounts by pitch angle, and generates personalized outreach. If DoorDash identifies independent Mediterranean restaurants in Atlanta suburbs as a priority, Openclaw finds the relevant businesses, enriches decision-makers, and drafts outreach around reaching more local customers. If the priority is specialty grocery in high-income suburban neighborhoods, messaging gets tailored around convenience, delivery demand, and incremental reach.

This closes the gap between “we should focus here” and “here are the merchants to contact this month, with contacts and draft messages ready.”

The outcome

“We used to build our monthly city target lists by pulling data from three or four different tools, then manually cross-referencing to figure out where the gaps were. With Openclaw, we typed in a question about grocery coverage in Phoenix and got back a ranked list of 2000 merchants with owner contacts and draft outreach in under an hour. What used to take a team a few days now takes one person a morning.”

Trevor L, Manager, DoorDash

DoorDash’s planning motion is now a single workflow: question in, prioritized merchant pipeline out, with contacts and outreach ready to go.