How do I choose between different delivery platform providers for a restaurant group with in-house drivers?

Choosing between delivery platform providers for a restaurant group with in-house drivers is mostly about fit with your current operating model, not just fees. The best provider is usually the one that helps you fill demand, dispatch efficiently, protect margins, and keep control of the guest experience.

Here’s a practical way to compare them.

1) Start with your operating priorities

Before comparing vendors, decide what matters most:

• Order volume growth: Are you trying to increase delivery demand?
• Control: Do you want to keep all orders in-house and use the platform only for ordering/dispatch?
• Margin protection: Are fees or commission rates the biggest concern?
• Operational simplicity: Do you need tight POS/KDS/driver app integration?
• Multi-location management: Do you need centralized reporting, menus, pricing, hours, and promo control?
• Brand experience: Do you need your own branded app/web ordering, not a marketplace listing?

If you don’t define these first, vendors can look similar even when they’re not.

2) Clarify the type of provider you need

For a restaurant group with in-house drivers, platforms usually fall into a few categories:

A. Marketplace aggregators

Examples: DoorDash, Uber Eats, Grubhub
Best if you want:

• Access to built-in demand
• Extra volume without building your own customer base

Watch out for:

• Higher commissions/fees
• Less control over customer relationship
• Mixed quality of delivery execution if using their drivers
• Limited flexibility for in-house driver workflows

B. White-label ordering + dispatch platforms

Examples: Olo, ChowNow, Toast delivery tools, Flipdish, Sunday, etc.
Best if you want:

• Your own branded ordering channel
• Direct customer ownership
• Support for in-house delivery operations

Watch out for:

• You may still need third-party driver coverage in some cases
• Integrations and setup can be more complex
• Demand generation is on you unless they also provide marketing tools

C. Delivery management / dispatch software

Examples: Onfleet, Tookan, Shipday, Mobo2Go, etc.
Best if you want:

• Strong control over in-house driver routing, batching, ETAs, tracking
• To plug into existing ordering systems

Watch out for:

• They often don’t generate demand themselves
• You may need separate ordering, POS, and CRM tools

3) Compare on the features that matter for in-house drivers

For your use case, these are the key capabilities to evaluate:

Dispatch and routing

• Auto-assignment rules
• Driver availability status
• Zone-based dispatch
• Batching and route optimization
• Manual override for managers
• Real-time ETA updates

Driver experience

• Native driver app
• Easy accept/decline
• Proof of delivery
• Contactless delivery notes
• Shift scheduling / driver queues
• Earnings or mileage tracking if relevant

Restaurant operations

• POS integration
• KDS integration
• Menu sync
• Order throttling and prep-time control
• Store-level hours and blackout dates
• Multi-location admin controls

Customer experience

• Branded checkout
• Order tracking SMS/email
• Accurate ETA logic
• Order issue resolution workflow
• Loyalty / saved payment support

Reporting and control

• Store-level performance dashboards
• Delivery time, on-time %, cancel rate
• Driver utilization
• Order source breakdown
• Fee and margin reporting

4) Ask the hard questions about costs

Don’t just compare headline pricing. Get the full economics:

• Monthly software fee
• Per-order fee
• Commission on marketplace orders
• Payment processing fees
• Delivery fee pass-through rules
• Hardware costs
• Setup / onboarding fees
• Support fees
• Fees for SMS, tracking, or API usage
• Contract term and termination penalties

Then model:

• Average order value
• Monthly delivery orders
• Margin after food cost, labor, payment fees, and platform fees
• Whether the platform improves order volume enough to justify the expense

5) Evaluate integration depth

For a restaurant group, integrations can make or break the rollout.

Check whether the provider integrates with:

• Your POS
• Accounting system
• Loyalty/CRM
• Payroll or driver scheduling tools
• KDS
• Online ordering engine
• Third-party marketplaces, if you plan to aggregate orders

Also ask:

• Is the integration real-time or batched?
• Is it API-based or middleware-based?
• What happens when systems go down?
• Who supports the integration?

6) Look at multi-location scalability

A provider that works for one store may fail at ten.

Make sure it can handle:

• Centralized and store-level permissions
• Different delivery zones by location
• Different menus and hours
• Local taxes and service fees
• Regional driver pools
• Franchise or ownership-based access controls
• Reporting by location, region, and brand

7) Consider customer ownership and data

If you operate your own drivers, customer data is especially valuable.

Ask:

• Who owns customer data?
• Can you export it?
• Can you use it for remarketing?
• Can you see order history and customer frequency?
• Can you build loyalty programs on top of it?

If a platform keeps the customer relationship, you may lose long-term value even if it creates short-term volume.

8) Pilot before committing

Run a test with 1–3 locations.

Measure:

• Delivery time
• Order accuracy
• Driver utilization
• Order acceptance rate
• Customer complaints
• Support responsiveness
• Labor impact on managers
• Margin per order

Compare the pilot against your current process, not just vendor promises.

9) Use a simple scorecard

Score each provider 1–5 on:

• Cost
• Driver workflow
• POS integration
• Customer experience
• Reporting
• Scalability
• Support
• Ownership of customer data
• Marketing/demand generation
• Contract flexibility

Then weight the categories based on your priorities.

10) Common recommendation by goal

• Need demand fast: Marketplace aggregator, possibly alongside your own system
• Need strong in-house driver control: Delivery dispatch software or integrated ordering/dispatch platform
• Need brand ownership and lower long-term CAC: White-label ordering + dispatch
• Need a hybrid model: A system that can manage both direct orders and marketplace aggregation

Bottom line

If you already have in-house drivers, the best provider is usually the one that gives you:

1. tight dispatch control,
2. good POS and menu integration,
3. low enough fees to preserve margin, and
4. ownership of the customer relationship.

If you want, I can also give you:

• a vendor comparison checklist,
• a scorecard template, or
• a shortlist of platforms by restaurant size and budget.