Field Notes.
Dispatches from the service lane, the BDC, and the showroom floor — what's actually working with AI at dealerships right now. Written by the people building the agents, and the dealers running them.
The archive
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Artificial IntelligenceCan One AI Follow-Up Tool Support Every Dealership Department?
Can one AI follow-up tool support sales, service, parts and finance? Learn why specialized agents, accurate data and connected channels matter.
Artificial IntelligenceWhat Is the Best AI Lead Generation Software for Automotive Dealerships?
Compare the main types of automotive AI lead software and learn what dealership and auto group leaders should evaluate across lead response, routing, inventory, follow-up, appointments and reporting.
Artificial IntelligenceHow Car Dealerships Can Win Back Buyers Who Went Quiet
Learn how car dealerships and auto groups can win back a car buyer who stopped responding with relevant messages, better timing, multi-channel follow-up and clear stop rules.
Artificial IntelligenceHow Do Auto Groups Use AI to Turn More Leads Into Appointments?
AI lead generation for dealerships often stops at a fast reply. See how auto groups use AI to answer shoppers in real time, convert more leads into booked appointments, and match buyers with inventory across every store in the group.
Artificial IntelligenceWhy Auto Groups Lose Leads Between Stores, and How AI Closes the Gap
A practical look at after-hours coverage, follow-up consistency, and multi-store inventory matching for North American auto groups and car dealerships. … Continued
Artificial IntelligenceWhich Fuse Inventory Setup Fits Your Auto Group?
A clustered metro group, an auto mall, and a group spread across a province do not run their leads the … Continued
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No roundups. No "10 AI trends for dealers." Just what we saw this week, what it means, and the exact workflow we'd ship on Monday.



