Case Study
Client Profile: SMB pizza restaurant, Houston, TX · ~25 delivery orders/day · $30K/month delivery revenue · Commission rate: 27% (before optimization)

Case Study: Houston Pizza Restaurant Saves $3,200/Month on Delivery Fees

6 min readKitchenOptimizerIllustrative Example

Based on industry benchmark data, here's how a mid-sized pizza restaurant used ghost kitchen optimization to reduce delivery costs and add a new revenue stream — without opening a new location.

Quick Stats

$1,850
Monthly fee savings
$2,500
New virtual brand revenue

The Challenge

An SMB pizza restaurant in Houston was spending $8,100/month on delivery platform fees across DoorDash and UberEats. With a 27% average commission rate and $30,000/month in delivery orders, they were paying nearly $97,000/year in fees alone — before accounting for the cost of goods and operations.

On top of that, their kitchen sat idle during lunch hours (11am-2pm) and after 9pm — periods when no customers were ordering in-store but delivery drivers were still picking up orders from competitors across town.

They had two goals: reduce what they were paying to the platforms and monetize their idle kitchen capacity without the $75,000-$200,000 investment required to open a traditional ghost kitchen location.

What We Did

1. Delivery Fee Optimization

We analyzed their delivery data across both platforms. DoorDash accounted for ~65% of their delivery volume ($19,500/month). By demonstrating consistent order volume and committing to a 6-month exclusive arrangement, we negotiated their DoorDash commission rate from 27% down to 20% — a 7 percentage point reduction.

On UberEats, we restructured them to a proportional plan based on their actual average order value, saving an additional $200/month.

2. Virtual Brand Strategy

We identified an underserved delivery window in their area: late-night pizza (10pm-1am). No major pizza chains were dominating this window on delivery apps in their zip code.

We created Late Night Slice Co. — a virtual brand using their existing kitchen, equipment, and staff. The menu focused on pizza by the slice, garlic knots, and wings — items that could be prepped quickly and delivered hot.

Launch took 18 days from concept to first order. No new equipment, no new lease, no new staff.

3. Platform Optimization

We rebuilt their DoorDash and UberEats listings with professional food photography, optimized menu structure for delivery (prioritizing items that travel well), and strategic featured item placement during peak hours.

The Results

$4,500
Monthly improvement (fees + new revenue)
18 days
From concept to first order

Fee Savings Breakdown

Note: The $1,850 total comes from four separate optimizations, not just the DoorDash commission reduction.

ActionMonthly Savings
DoorDash commission (27% → 20%, 6-mo exclusive on $19.5K/mo orders)$1,365
UberEats restructured to proportional plan$200
Menu optimization (reduced low-margin items)$150
Featured item promotions (DoorDash)$135
Total Monthly Savings$1,850

New Revenue from Virtual Brand

Late Night Slice Co. launched within 18 days and reached $2,500/month in revenue by month 2 — using the same kitchen, same staff, same equipment. (Realistic for an SMB with 12-15 delivery orders/day on the new brand)

Profit margin on the virtual brand was up to 35% (vs. 10-15% for their core dine-in business), because they were selling to the same food costs with no additional fixed overhead.

Combined Impact

Total monthly improvement: $4,500. Annual impact: $54,000. All from optimizing an existing operation — no new location, no new equipment, no new lease.

Key Takeaways

  1. Commission rates are negotiable. Most restaurants accept the first rate offered. With data and a volume commitment, you can typically shave 5-10 percentage points off your rate.
  2. Idle kitchen capacity is hidden revenue. If your kitchen sits empty during certain hours, virtual brands let you monetize that space without additional fixed costs.
  3. Platform presence compounds. Better-optimized listings (photos, menus, reviews) get more orders at lower effective commission rates.
  4. The delivery math adds up fast. A 7 percentage point reduction on $30K/month in delivery orders is $2,100/month — that's $25,200/year — before any new revenue.

Want to See What You Could Save?

Book a free 30-minute call. We'll analyze your delivery data and show you exactly what fee optimization and virtual brands could mean for your operation.

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Disclaimer: This case study is an illustrative example based on industry benchmark data and analysis of 50+ ghost kitchen operators. Restaurant type, location, and specific metrics are representative of mid-sized pizza restaurants working with ghost kitchen consultants. Individual results may vary. All statistics are sourced from KitchenOptimizer's internal analysis, National Restaurant Association data, and Mordor Intelligence ghost kitchen market reports.

Sources: KitchenOptimizer benchmark analysis 2023-2025 (n=50+ operators), National Restaurant Association, Mordor Intelligence Ghost Kitchen Market Report 2024-2025.