AI Roleplay RFP Template for Car Dealerships: 25 Questions to Ask Vendors

When a dealership group issues an RFP for AI roleplay training software, most vendors get the same generic questionnaire built for enterprise SaaS procurement. AI conversation training has distinct requirements that generic templates miss entirely: voice fidelity, scenario library depth, objection variation, manager visibility, and compliance data handling. A mismatch between the questions you ask and the actual risks of the category means you end up comparing vendors on the wrong dimensions.

This template gives you 25 ready-to-send questions organized across five evaluation categories. Copy the sections you need, add your dealership group's standard legal and procurement language, and issue it as a formal RFP or as a structured RFI. Each section ends with what a strong answer looks like so you can score responses consistently.

For broader guidance on the vendor evaluation process, see our dealership training software vendor evaluation guide and how to choose AI sales training software.

Section 1: Modality and Conversation Quality

The core product question is how realistic the AI conversation actually is. A system that responds to rep inputs with canned responses is a quiz, not a roleplay. These five questions separate genuine conversation AI from scripted simulators.

Does your system conduct real-time voice conversations with the trainee, or does it use text input with voice output? Describe the turn-taking architecture.
How does the AI handle interruptions, filler words, and overlapping speech? Provide a recorded demo that shows a rep talking over the AI mid-sentence.
What is the median response latency from end of rep speech to start of AI reply? What is your 95th-percentile latency under production load?
Can the AI adapt its objection intensity or buyer persona within a single session based on how the rep is performing? If so, describe how that logic works.
How does the system detect and respond to low-quality rep inputs, such as one-word answers, repeated phrases, or attempts to skip past objection stages?

What a strong answer looks like: The vendor describes a real bidirectional voice architecture (not TTS over text), provides actual latency figures below 1.5 seconds median, and can show a demo where the AI deviates from a script in response to an unexpected rep input.

Section 2: Automotive Scenario Library

Generic sales roleplay content does not transfer to automotive. Your reps handle trade appraisals, rate objections, and lease-versus-finance conversations that no horizontal training platform addresses out of the box. These questions surface whether the vendor has built for the industry or is adapting general-purpose content.

How many pre-built automotive scenarios does your library contain? List the categories (e.g., new vehicle, CPO, finance office, service drive, inbound phone, internet lead follow-up).
Do your scenarios include common automotive objections by category? Provide a sample list of 10 objections your system covers for a new vehicle showroom floor scenario.
Can your team build custom scenarios for our specific OEM brand, local market language, and current inventory mix? What is the typical turnaround time and cost?
How frequently is the scenario library updated, and who drives those updates? Do dealers have input into scenario development?
Does the system support BDC phone scenarios with inbound and outbound call flows, or is it limited to face-to-face showroom roleplay?

What a strong answer looks like: The vendor lists 50+ automotive-specific scenarios, provides a sample objection list that includes real automotive language (not "price is too high" generics), and has a defined process with a timeline for custom scenario builds.

For more detail on evaluating scenario depth, see AI training vendor due diligence for dealerships.

Section 3: Manager Dashboard and Analytics

A rep completing sessions is not a training outcome. The outcome is improved performance on the floor. These questions determine whether your GSMs and sales managers will actually be able to act on the data the system produces.

What performance metrics does your manager dashboard display at the individual rep level? At the team level?
Does your system produce a qualitative analysis of each roleplay session — for example, identifying specific objection handling gaps or filler word frequency? How is that analysis generated?
Can a sales manager set required scenarios or minimum session frequency for individual reps, and receive alerts when reps fall below those thresholds?
How does your reporting differentiate between reps who completed sessions and reps who demonstrated measurable improvement? What specific signals indicate improvement?
Can your platform integrate with our DMS or CRM to correlate roleplay activity with actual sales outcomes such as close rate or gross per unit?

What a strong answer looks like: The vendor shows a live dashboard demo, not screenshots. Session completion and performance metrics are distinct. The system generates per-session qualitative feedback without requiring a manager to listen to every recording. DMS integration is either live or on a defined roadmap with a specific timeline.

Section 4: Pricing, Contract, and Support

Seat-based pricing models vary significantly in how they handle seasonal rooftop fluctuations and multi-store groups. Hidden implementation fees and per-scenario charges have appeared in contracts from vendors in this category. Get specifics in writing.

Describe your pricing model in full. Is it per user per month, per rooftop, or enterprise flat-rate? Are there setup fees, scenario library fees, or minimum seat commitments?
What is the contract term? Do you offer month-to-month or annual contracts? What are the cancellation terms and penalties for early termination?
How is "user" defined for billing purposes? Does a user seat count if the rep is inactive for a given month?
What does onboarding and implementation include at your listed price? How long does a typical dealership group take to go live?
Describe your support model. Is there a dedicated account manager? What are your stated SLAs for technical issues and scenario build requests?

What a strong answer looks like: Pricing is simple and documented. The vendor discloses all fees in their response without requiring follow-up questions. Contract terms give you a clear exit path. Onboarding timeline is 30 days or less for a typical rooftop.

Section 5: Security, Privacy, and Integration

Dealership employees generate conversation recordings that may contain customer names, deal details, or personally identifiable information referenced during training exercises. Your IT and legal teams need clear answers before any system goes live.

Where is conversation data stored? What region, what cloud provider, and what data retention policy applies to roleplay session recordings?
Is your platform SOC 2 Type II certified? If so, provide your most recent audit report or executive summary.
What employee data do you collect beyond session recordings? Does your system collect biometric data, device identifiers, or behavioral data outside of the roleplay session?
Describe your data deletion process. If we terminate the contract, how long until all employee data is deleted from your systems, and can we receive written confirmation?
What native integrations do you have with dealership-specific platforms (CDK, Reynolds and Reynolds, VinSolutions, Elead)? For integrations not yet built, what is your integration methodology and estimated timeline?

What a strong answer looks like: SOC 2 Type II certification is current, not pending. The vendor provides a clear data retention and deletion timeline in writing. At least one DMS or CRM integration is live, not roadmap-only.

How to Score Vendor Responses

Use a consistent scoring framework to compare responses across vendors. A simple approach is a 1-to-3 scale per question: 1 for an incomplete or evasive answer, 2 for a partially complete answer, and 3 for a specific and verifiable answer. Weight the categories by what matters most to your group.

A suggested weighting for a typical dealer group prioritizing rep performance over IT complexity:

Modality and Conversation Quality: 30%
Automotive Scenario Library: 25%
Manager Dashboard and Analytics: 25%
Pricing, Contract, and Support: 15%
Security, Privacy, and Integration: 5%

Adjust weighting upward on security and integration if your group is large, publicly held, or subject to OEM data compliance requirements.

Always request a live demo that is not pre-staged. Ask the vendor to run a scenario you specify on the call, with a member of your team playing the role of the rep. How the AI handles an unscripted interaction tells you more than any recorded demo.

For additional questions to pressure-test vendor claims before your final decision, see AI sales coaching vendor questions to ask.

Frequently Asked Questions

How long does it typically take to complete a dealership training RFP process?

Most dealership groups complete vendor evaluation in four to eight weeks. The biggest variable is how quickly vendors respond. Set a response deadline of 10 business days in your RFP and hold it. Vendors who miss it will miss your implementation timelines too.

Should we issue an RFP or an RFI first?

An RFI makes sense if you are still scoping the market and are not ready to commit to a vendor. If you already have two or three specific vendors you are evaluating, skip the RFI and go directly to an RFP with the 25 questions above. The questions are specific enough to function as a shortlist tool.

How many vendors should we include in our dealership training RFP?

Three to five vendors is the practical range. Fewer than three limits your ability to benchmark responses. More than five creates scoring noise and extends your timeline without improving the decision. Identify your shortlist using the criteria in our AI sales training software selection guide.

What should we do if a vendor refuses to answer specific questions?

Treat evasion as a signal, not an obstacle. Vendors who will not provide latency figures, SOC 2 documentation, or cancellation terms during the sales process are unlikely to be more transparent after you sign a contract. Note evasions in your scoring grid and factor them into your final decision.

Do we need our IT department involved in the RFP process?

Yes, specifically for questions 21 through 25. Your IT team needs to approve the data storage region, cloud provider, and integration architecture before you go live. Getting IT alignment during the RFP stage prevents delays at implementation.

Why Dealerships Issue This RFP for DealSpeak

DealSpeak is designed to answer every question in this template directly and on the record. The platform uses real-time voice conversation AI built specifically for automotive sales and BDC scenarios, with a manager dashboard that shows session activity, objection handling gaps, and rep-level trends. Pricing is $30 per user per month with no setup fees, no per-scenario charges, and no minimum seat commitments. DealSpeak is SOC 2 Type II certified with data stored in US-based infrastructure.

If you are in the vendor evaluation phase, see how DealSpeak works for dealership groups and request a live, unscripted demo. Bring the questions from this template.

You can also explore the full range of training resources available at DealSpeak's automotive sales training hub.

DealSpeak AI