Evalgent

Voice agent testing for automotive and dealerships

Evalgent tests your voice agent for dealerships before real customers do. Scenario coverage across service booking, recall outreach, lead qualification, and inventory inquiries. Caller profiles that reflect real callers. Outcome verification against your DMS and CRM.

What automotive voice agents have to get right

Four structural realities that determine whether a dealership voice agent ships well or fails publicly.

Sales outcomes are high-value

A single inbound call can be the start of a five-figure deal. A mishandled lead is a lost deal, not a support ticket. Voice agents that sound fine in a demo can quietly drop the callers worth the most.

Vehicle and part information must be accurate

The agent has to get VINs, models, trims, and part numbers right. A misheard VIN or wrong part means wrong quotes and wasted trips. Saying the right thing is not the same as saying the correct thing.

Lead qualification quality decides the pipeline

Capturing a lead is easy; qualifying it well is hard. Trade-in intent, budget, timeline, and the right follow-up all have to be handled correctly so the sales team gets leads worth working, not noise.

Workflows span the DMS and CRM

Service and sales both run through connected systems. The agent has to call the right system with the right data. "Appointment booked" is not the same as a record correctly created in the DMS, CRM, or service scheduler.

How Evalgent tests automotive voice agents

Five capabilities dealer groups need before launching a voice agent — and depend on continuously after.

Scenarios tailored to automotive workflows

Pre-built scenario library for service booking, recall outreach, parts availability, lead qualification, test-drive scheduling, and sales follow-up. Each scenario has explicit success conditions and downstream state checks.

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Caller profiles representing real callers

Profiles vary across seven dimensions — accent, speech pace, interruption level, latency tolerance, language, user behaviour, and voice gender. The full matrix runs against every scenario.

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DMS, CRM, and scheduler outcome verification

Every scenario verifies downstream system state. Did the service appointment actually land in the scheduler? Did the lead actually reach the CRM? Did the recall log correctly in the DMS? Transcript-only scoring isn't enough.

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Audit trail and evidence chain

Every evaluation produces a full record — scenarios tested, profiles used, metrics measured, individual call recordings, and reviewer signatures. The evidence chain is exportable and review-ready.

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Regression testing before every release

Re-run the same evaluation suite after every prompt change, model swap, or inventory edit. Per-scenario deltas surface regressions before they reach customers.

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Use-cases of voice AI in automotive

Production use cases dealer groups ship voice agents for — from service booking to win-back campaigns. Evalgent tests across every category.

Service & maintenance

  • Service appointment booking
  • Service reminders
  • Recall outreach
  • Maintenance status updates
  • Parts availability

Sales

  • Lead qualification
  • Test-drive scheduling
  • Inventory inquiries
  • Sales follow-up
  • Trade-in inquiries

Customer support

  • Warranty questions
  • Roadside assistance intake
  • Complaint handling
  • Callback scheduling

Finance & insurance

  • Financing inquiries
  • Payment reminders
  • Insurance renewal
  • Lease-end outreach

Retention

  • Satisfaction surveys
  • Service feedback
  • Loyalty offers
  • Win-back campaigns

Frequently asked questions

Know if your voice agent is ready for production