field notes
Stuff we learned
the hard way.
Strategies, breakdowns, and lessons from a team that sold cars before it built software. No thought-leadership posturing. Just what works.
- pricingApr 16, 2026 · 5 min
How much does AI cost for a car dealership?
AI for a single-rooftop car dealership costs $1,500–$3,000 CAD per month, depending on lead volume and feature tier. Multi-rooftop and franchise pricing is custom. Most rooftops recover the annual cost before the second monthly invoice through one or two incremental deals.
- lead conversionApr 9, 2026 · 6 min
How fast should a dealership respond to a lead?
A dealership should respond to every new lead inside 5 minutes — and ideally under 60 seconds. The MIT Lead Response Management Study (Oldroyd) found buyers contacted within 5 minutes are 100x more likely to be reached than buyers contacted at 30 minutes. Industry data from Visquanta shows 78% of car buyers transact with whichever dealership responds first.
- definitionsApr 2, 2026 · 5 min
What is an AI sales agent for car dealerships?
An AI sales agent for car dealerships is a software system that replies to every inbound lead in under 30 seconds, sustains real back-and-forth conversation over SMS, qualifies intent, handles objections, collects credit information, and books appointments — without a human rep doing the manual work.
- lead conversionMar 18, 2026 · 8 min
Dealership lead reactivation: how to work aged leads without burning out your team
Dealership lead reactivation is the practice of systematically re-engaging customers in your CRM who never purchased — typically contacts aged 60 days or more — by running personalized SMS outreach at scale and routing warm replies to a human closer. Visquanta data shows 84% of CRM leads sit untouched after 30 days, which is exactly the pool a reactivation engine works. Done right, the play produces 5–10 incremental deals per rooftop per month with zero new lead spend.
- ai strategyMar 17, 2026 · 7 min
AI for car dealerships won't work without this
AI fails at car dealerships when it is layered on top of broken sales processes. Before AI can move the needle, the dealership needs a clean lead-flow definition, a documented response cadence, and clarity on what defines a "warm" appointment for handoff. Without these, AI just automates the existing chaos.
- ai strategyFeb 26, 2026 · 6 min
Why one AI agent isn't enough for your dealership
Running a single generic AI agent across every lead source caps your dealership at roughly 60% of what specialized agents can do. The fix is segmentation: separate agents — or at minimum, separate scripts and routing rules — for inbound web leads, Facebook lead ads, marketplace leads, service-to-sales, and database reactivation.
- bdc strategyFeb 8, 2026 · 9 min
The lean BDC: how AI + 2 skilled reps beat a 10-person department
A lean BDC pairs an AI sales agent that handles 100% of first-touch and cold follow-up with 1–2 skilled human closers who only work warm, qualified appointments. This model consistently outperforms traditional 8–10 person BDCs on cost, response time, and close rate — usually at 20–30% of the loaded payroll cost.
tuesdays · 6am MT
New field notes, every Tuesday.
Strategies, case studies, breakdowns from dealers who are actually doing it. No spam, no growth-hack newsletters. Just signal.
six things dealers ask before signing
Questions we get asked.
Most BDC teams cost $30,000 to $40,000 a month all-in. Our AI Essentials tier is $1,500 CAD a month per rooftop. Same lead volume, no turnover, no sick days, no retraining. Dealers usually keep one or two human reps for warm conversations and let the AI handle the rest.
Different question? sales@automotiveai.ca
Reading is one thing. Booking is another.
Put 30 minutes on the calendar. We'll show you the same tactics running live on your data.