Todd Lear Smith

Articles by Todd Lear Smith.

• When AI Shops for Your Customer: Is Your Dealer Data Ready?
• Why Dealership AI Gives Different Answers
• How to Choose a Dealership Data Platform: 8 Questions to Ask CDK, Fullpath, Activator, Treasure Data, QoreAI or Anyone Else
• How to Unify Dealership DMS, CRM and Service Data Into One Source of Truth
• Do Dealerships Need a Customer Data Platform? CDP vs Your DMS's Built-In Data vs a Dealership Data Layer
• The $1,000 Data Warehouse: What the Snowflake Bill Leaves Out
• What AI Does to Every Job in a Dealership: All 20 Positions, by the Numbers
• The Dealership AI RFP: 15 Questions Every Vendor Must Answer in Writing
• Service-to-Sales: The Best Lead Source You Already Own
• Multi-Rooftop Data Strategy: What Breaks at 10, 25, and 50 Stores
• The Best AI Tools for Car Dealerships in 2026, by Category
• GLBA and AI: What Dealers Must Answer Before Deploying Agents
• How Much Does AI for a Car Dealership Actually Cost in 2026?
• What Is a Lakehouse? The Database You Actually Own
• What Does API Mean? How Your Systems Talk Without a Human in the Middle
• What Is an LLM? The Engine, in Plain English
• How Do You Protect Your Data While Using AI? One Rule Covers 90%
• How Bad Is Data Decay, Really? The Math Every Dealer Should See
• What Is a RAG? The Filing Cabinet That Runs Your Store
• Dealership Data Warehouse vs Dealership Data Lakehouse: Which Do You Actually Need?
• How Auto Dealers Are Using AI Agents in 2026: 12 Real Workflows
• The Integration Tax: What DMS Data Fees Really Cost Your Store
• The Best Identity Verification Software for Dealership Fraud Prevention
• Biometric Verification for Automotive Dealerships: What Works, What Does Not
• Declined Service: The Money Your Store Already Earned the Right To
• What Every Dealership Should Ask Their DMS Vendor About Data Access in 2026
• Equity Mining Is a Feature, Not a Product: The 2026 Dealer's Guide
• The Dealership Data Ownership Checklist: 20 Questions to Answer Before You Sign Any Vendor
• Agentic CRM for Dealerships: What It Is and Why Your Current CRM Is Not One
• CDP vs. Data Platform: What Dealerships Actually Need
• The Automotive CDP Alternative: Why Dealers Are Moving Off Customer Data Platforms
• Per-Rooftop Pricing for Dealership Software: What It Actually Costs in 2026
• Does the FTC Safeguards Rule Cover Phone Number and Home Address as Sensitive Personal Information?
• FTC Safeguards Rule for Auto Dealers: Why the Answer Is Owning Your Data
• FTC Safeguards Rule Financial Information for Auto Dealers, Explained
• Are Credit Card Numbers Sensitive Personal Information Under the FTC Safeguards Rule?
• Is a Drivers License Number Sensitive Personal Information Under the FTC Safeguards Rule?
• 10 Impossible Automotive Predictions for the Next 3 Years. All 10 Are Coming.
• Who Owns Your Dealership Data? Read Your DMS Contract Again.
• Why I Built QoreAI After 36 Years in Automotive
• Your dealership is already vibe coding. Here is exactly how to make it safe.
• How to Protect Your Dealership Data During a DMS Switch
• How to Get Data Out of Your DMS (Without Paying Your Vendor to Do It)
• What Is Operational-Grade Data? (And Why Most Dealer AI Is Built on the Wrong Kind)
• How to Build a Dealership Data Warehouse (And Why Most Dealers Get It Wrong)
• Who Owns the Data in Your DMS?
• The 120 Deals Already Sitting in Your CRM
• One Customer, Four Records: What Bad Dealership Data Actually Looks Like
• Why You Can't Hire a Dealership Data Manager (and What to Do Instead)
• Your DMS Already Knows Who's Going to Buy Next
• What Does a Dealership Data Manager Cost? The $95K Hire vs. the $40,800 Alternative
• Who Owns the Customer Data at Your Dealership?
• The 265 Workflows Inside Every Dealership (and Why Fewer Than 10 Are Documented)
• AI on Bad Data Is Just Fast Bad Decisions
• The One Question to Ask Every AI Vendor
• AI Can Do the Task. You Still Own the Job.
• Not a Report. An Answer. What AI Actually Looks Like Inside a Dealership
• Why Salesperson Productivity Hasn't Moved in 75 Years
• Shadow Your Best Advisor for One Day: The Workflow Baseline Method
• Rented Intelligence Stops When You Stop Paying
• The $406 Gap: Why Your Average RO Writes Up at $900 and Collects $494
• How to Audit Your Dealership Data This Monday
• You Don't Have a Process. You Have a Person.
• Four Systems, Zero Clarity: Why Your Tech Stack Will Never Give You One Answer
• What Is a Digital Employee? The Definition Automotive Needed
• Your Vendors Are Building Their Business on Your Data
• The Data Rights Test: One Question That Reveals Who Owns Your Customers
• The Real Cost of Duplicate Customer Records
• Why 42% of Your CRM Contacts Are Ghosts
• An AI Shopping Agent Contacted 100 Dealerships. Here's What Happened.
• Marketing-Grade vs. Operational-Grade Data: Only One Runs a Business
• AI Outward vs. AI Inward: One Is a Commodity, One Is a Moat
• Dealership Data Ownership: Who Actually Owns Your Customer Records?
• The AI Nucleus: The Four-Layer Framework for the Intelligent Dealership
• Do Car Dealerships Need a CDP? (And Why Most Automotive CDPs Miss the Point)
• What Is Agentic AI for Car Dealerships? (And What It Needs to Actually Work)
• What Does Dirty Data Cost a Dealership? Duplicate Records and Missed Grosses
• Switching Your DMS? Here Is How Not to Lose 20 Years of Customer Data
• What Is Equity Mining? And Why Your Tool Only Sees Half Your Customers
• Digital Feudalism on the Showroom Floor
• What a Data-Owned Dealership Actually Looks Like
• Your DMS Is Not Your Data Strategy
• Why Your Dealership Rents Its Own Intelligence
• The Questions to Ask Every Vendor Before You Sign