Voice agent testing for QSRs

From 'no pickles' to combo meals, get every order right

Test voice ordering and drive-thru agents across thousands of menu combinations, customizations, and background noise conditions before a customer hears the wrong order read back.

Hamming works with

All integrations
  • Vapi
  • Retell AI
  • ElevenLabs
  • LiveKit
  • Pipecat
  • OpenAI
  • Synthflow
  • Daily
01Test suite generation

Generate restaurant order scenarios automatically

Create test suites that cover menu orders, customizations, and edge cases specific to quick service restaurants.

Restaurant orders150 scenarios
Orders for a family of five, changes it twice
Asks which items have peanuts
Drive-thru order over engine noiseread it back
Fig. 1 · Test suite generation
  • Test complex menu orders and customizations

    • Test menu item variations ('no pickles', 'extra cheese', 'light ice')
    • Validate combo meal modifications and upsell suggestions
    • Check that size changes, meal swaps, and dietary restrictions are captured
  • Validate order modification and correction flows

    • Simulate customers changing their mind mid-order ('Actually, make that a large')
    • Test correction flows when orders are misheard or misunderstood
    • Validate cart modification scenarios (add, remove, change items)
  • Test in real drive-thru conditions

    • Simulate drive-thru environments (engine noise, wind, speaker distortion)
    • Test with background passengers, music, and multi-speaker scenarios
    • Validate order accuracy despite poor audio quality and interruptions
02AI voice agent testing

QSR voice agent validation

Run thousands of ordering scenarios on every menu or prompt change and catch wrong orders before they reach the window.

Ordering release · 1,240 calls
1,226 calls passed
Charged for an item the caller removedorder accuracy
Fig. 2 · AI voice agent testing
  • Validate upsell and promotional offer flows

    • Test upsell suggestions ('Would you like fries with that?') at appropriate moments
    • Validate promotional code application and combo meal recommendations
    • Check prices on modified orders and special offers
  • Test order and payment accuracy

    • Test order total calculations with modifications and promotions
    • Check that card details are never read back or logged and that payment hands off to a secure flow
    • Check order confirmation and readback to customers
  • Prevent performance degradation during rush hours

    • Monitor order accuracy degradation under concurrent call load
    • Identify latency spikes that slow down drive-thru and phone ordering
    • Catch breaking changes from menu updates or POS system modifications
03Concurrency load testing

QSR load testing & peak volume simulation

Simulate lunch rush, dinner rush, and promotional campaigns, and confirm your agent holds up at peak volume.

Friday 18:00 · dinner rush

2,500

orders at once · p90 1.2s · none dropped

Fig. 3 · Concurrency load testing

Frequently asked
questions.

Browse every answer on the FAQ page