Tech Talks.
Practical notes on automotive retail demand: inventory merchandising, vehicle detail pages, trade-in and lead quality, service bookings, parts and accessory attach, and getting quoted by answer engines — written for the teams who have to ship the change.
5 published
Data
- Published
- 46
- Desks
- 5
- Format
- field notes
- Read time
- 4–9 min
5 published
Data
Inspect what you expect: the accountability cadence behind the KPI
The 90-day triage plan covers the rescue. This is what happens on day 91 and every month after: one metric dictionary, a KPI tree, a weekly decision, a pilot that gets read out, and a tool audit on a calendar.
The traffic you cannot see: first-party data, identity tiers and CDP activation
Analytics calls most dealer sessions new. An identity layer can attach roughly 40 percent of otherwise anonymous traffic to a person, a household or a vehicle. What that number does and does not mean is the whole argument.
The DMS is the database nobody audits
Your best sales and service offers are a join between DMS records nobody audits: one household living as four customers, mileages split across duplicates, consent nobody updated. Equity mining is a records problem before it is a sales tactic.
Your departments are fine. Your data isn't.
Sales, service and parts each bought their own tools and their own version of the truth. Clean records underneath and honest metadata on top are the only things that make any department’s effort compound.
Fitment data is your real SEO strategy
ACES and PIES stopped being back-office plumbing the moment assistants started answering “will this fit my truck” without a click. The same missing data decides whether your used inventory gets quoted at all.
The brief
One email when a platform actually changes the rules.
New analysis, plus the moments Google or an assistant quietly changes how inventory, service or parts get found. No newsletters about newsletters.