Skip to main content
    AI Playbook

    Got questions about AI for your dealership?

    Ask our AI Advisor →

    Auto Agentic - Automotive Intelligence
    LoginBook a Pilot

    Sales Manager / GSM

    Sales Reporting, Training & Optimization.

    See where your sales floor is leaking. Diagnose which reps are underperforming and why. Push targeted coaching to the specific reps who need it, that week.

    01

    The Leak.

    Some reps close at 19%. Others close at 9%. You do not know what the top ones are doing differently, and you cannot fix the bottom half.

    02

    The Before.

    You see monthly close rates but not the sequence of behaviors that produces them. Your top closer is retiring in six months. New hires take six months to hit the floor. Training happens once a year and hopes for the best. Coaching is a gut feeling.

    03

    The Workflow.

    Five stages. Running on every deal, every rep, every week.

    Systems
    Agents
    Diagnosis
    Coaching Delivery
    Outcome Tracking

    Systems

    • CRM
    • DMS
    • Phone Logs
    • Email Platform

    Agents

    • Sales
    • Analytics
    • Research
    • Coaching
    • Operations

    Diagnosis

    • Per-rep stage analysis
    • Top-performer patterns
    • Threshold alerts

    Coaching Delivery

    • Targeted modules
    • Pushed to phones
    • Tied to lost deals

    Outcome Tracking

    • Completion logged
    • Next-week performance
    • Compounding metrics

    Sales agents track every deal from lead to close. Analytics agents reconstruct each rep's handling of each stage: response time, questions asked, objections handled, follow-up cadence. Research agents identify top-performer patterns and compare. Coaching agents queue targeted training to reps who fall below threshold on specific stages. Completion and next-week performance are tracked.

    See it in action.

    The Sales Reporting, Training & Optimization workflow, running in a dealer environment.

    04

    What a typical weekly rep scorecard looks like.

    Weekly Rep Scorecard — Week of [Date]

    From: Auto Agentic · Delivered Monday 7:00 AM

    Analytics Agent

    Rep A (Jennifer) closed at 18% this week. Team average 14%. Top performer 23%. Strong: initial response time (72% within one hour), discovery question depth (averaged 4.2 per call). Weak: trade-in objection handling (lost 4 of 6 deals at the trade valuation stage).

    Diagnostic Agent

    Jennifer's three lost deals all came from AutoAPR.com leads. Objection patterns in those three cluster around trade value perception ('I got $4,000 more at another dealer'). Historical pattern: AutoAPR leads over-index on trade-focused buyers who have already shopped three dealers. They need a specific trade rebuttal sequence Jennifer is not using.

    Coaching Agent

    Queued 'Handling Trade-In Pushback on Pre-Shopped Leads' module to Jennifer's phone. Delivery Tuesday 7 AM. 12 minutes. Personalized to her last three lost deals with specific rebuttals referencing the actual competing offers.

    Strategic Agent

    Top-performer pattern this quarter (derived from your five highest closers): 4-touch sequence within 48 hours, explicit trade walkthrough using live comps before vehicle tour, financing pre-qual on high-credit leads before the test drive. Recommend making this the standard playbook for all reps in the bottom quartile. The playbook is not currently documented anywhere in your CRM or training system.

    Operations Agent

    Adjusting lead-to-rep routing: high-trade-skeptic leads (based on AutoAPR metadata) preferentially routed to Rep B, your top performer on trade objections, until Jennifer's training is complete.

    Your scorecard will be styled with your team's names, your lead sources, and your KPI baselines. The sample above shows structure and depth.

    What moves

    The shape of the delta.

    Fig. · KPI movement
    Bottom-half rep close rate
    Before9%
    After14–17%
    Targeted weekly coaching on the specific stage each rep is leaking.
    Time from gap to coaching
    Before30+ days
    After< 7 days
    Coaching queued the week the behavior shows up, not after the next monthly review.
    New-hire ramp to floor average
    Before~6 mo
    After~10 wks
    The top-performer pattern, codified and replayed for new hires.

    Indicative ranges from comparable dealer environments. Pilot KPIs are agreed in discovery and measured against your baseline.

    05

    Why this workflow compounds.

    Every scorecard produces coaching queued to specific reps. Their close rates improve. That improvement produces better lead handling data inside that rooftop's lake. The next scorecard sharpens. Across your rooftops, the Knowledge Hub normalizes over every store's Sales data: the top-performer pattern extracted at one store gets codified and offered as a tested option at every store in the group. Sales effectiveness stops being an individual-talent story at one store and becomes an organizational capability that compounds across your entire sales floor. For more on how compounding works across the full workflow library, see The Flywheel.

    06

    The Pilot.

    • 90-day pilot on one rooftop.
    • One or more KPIs agreed during discovery. Common KPI: close rate improvement among bottom-quartile reps, attributable to specific coaching modules delivered and tracked.
    • Founding Partner pricing is available for a limited number of qualifying dealer groups. Ask about it in your discovery call.

    Related workflows.