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.
22 published
Strategy
- Published
- 46
- Desks
- 5
- Format
- field notes
- Read time
- 4–9 min
22 published
Strategy
The meeting where nobody can price a design
A budget gets approved for a design nobody in the room can price. The knowledge needed to price it was in the building, filed under a title that only pays for half the job.
The program, not the pep talk: internal enablement that survives a staff change
Argued already that a tool is nothing without the education to guide it. This is the build: a role map, a one-page SOP format, a 30/60/90 training ladder and the vendor support terms that make it stick.
Buying the tool: a vendor evaluation framework that survives the demo
Three vendors, three demos, all of them integrate with your DMS. A scored framework, an integration reality test and a contract checklist that tells you what you are actually buying before the pilot becomes a renewal.
The agent manager: nobody has managed this before
Forty percent of enterprise apps will carry task-specific agents by the end of 2026, and almost nobody has been trained to supervise one. The four levels, the parallel-agent skill, and the escalation contract your org chart is missing.
Vibe coding: the gate was syntax, and it is gone
For seventy years software cost either capital or syntax. Both gates are open now, tens of millions of projects exist, and the constraint has moved to the one thing AI cannot compound on our behalf: judgment.
A department of one
He prototypes every page himself, reproduces the pattern per manufacturer across more than a dozen franchise programs, and ships creative that used to take a team and most of a year. The output is visible in an afternoon. The judgment that decides what it says is not visible at all, which is why the hallway says he is not working.
There is no AI marketing department to hire. There is a stack you assemble.
Every vendor claiming to replace a marketing team is selling a seat license. Here are the five jobs underneath the category, which product does each one credibly today, where Claude earns a permanent seat as the review layer, and the four questions that keep the gate shut.
The premature trade: what commission does to a service-drive conversation
A technician who notices a customer sitting on equity is holding a real signal, and the store is right to want it. Paying for the delivered unit rather than the completed handoff is what turns that signal into a pitch delivered before the diagnosis is explained. What the pay plan should actually buy, and the four numbers that prove it worked.
Five dealership posts that actually moved numbers
A sourced read of the best-performing dealership posts in the last verified window: one supercar unveiling, two absurdity Reels, a tyre alligator and a payday joke. Five posts, five different reasons the denominator held up.
The tool was never the talent: AI is nothing without the education to guide it
Ninety-five percent of enterprise AI pilots go nowhere, and the reason is not the model. The capability is jagged, the confidence is miscalibrated, and the only thing that tells the two apart is a person who has done the work long enough to know what right looks like.
The ninety-day reopening: how a renovated dealership becomes local news instead of a Saturday
A reopened building is genuine local news for about six weeks. Here is the ninety-day arc, the radio remote and newspaper supplement plan that carries it, the budget shape, and the measurement spine that makes traditional media defensible.
What a credentialed sports creator actually costs, season by season
Locker room access is not a media buy. Here is what a season of NBA-adjacent content costs nationally, the twelve terms a contract needs, and the two-column dashboard a general manager should sign off on before a dollar moves.
Borrowed credibility beats manufactured attention: why the OEM-mirroring short wins
A brand-consistent short with live influencer capture at a sponsored event borrows equity that already exists. A zombie dance in the service drive has to manufacture attention from nothing, keeps none of it, and teaches the algorithm to show your inventory to people who will never buy.
Audit your own site first, then call the agency
Most dealership briefs arrive as a feeling and hand the agency the framing along with the invoice. A week of checks you can run with a browser and your own logins turns the first call into strategy, and makes you the kind of buyer a good agency can actually help.
No creative ships unsigned: why publishing past compliance and SEO is unprofessional
Every other function in a dealership has a signature before a customer sees the work. Website creative is the one place a claim can go live with nobody accountable, in a channel that carries regulated claims and permanent URL consequences.
The mailer tradition: what sales and service actually get for the money
Mailers are not a marketing tactic in automotive retail so much as a funding mechanism with a print schedule bolted on, which explains how they are bought, approved and never measured. What the sales side and the service side each get for the money, and the holdout test that settles the argument.
Where web development goes next, and why the storefront is the test case
A Figma design systems talk from late 2025 names the gap between design and code "the chasm of despair," then argues that closing it is now the precondition for using AI. A parts catalog is where that argument gets tested.
In-house email: the only audience you own
In-house email still works because it is the only channel where the dealer owns the audience: past buyers, service customers and unconverted leads. What changed by 2026 is that the inbox enforces identity and restraint, the metric everyone reports has been unreliable since 2021, and the platform you pick decides what you can actually measure.
Recalls are your cheapest retention campaign. Prove it.
Recall repairs are paid work from customers who already bought from you, and every one of them is a trade-in conversation with a service history attached. The industry leaves roughly a third of them uncompleted. The measurement is not exotic: list quality, a campaign code per touch, a recall code on the repair order, and a holdout.
Spray and pray went upstream
GM requires attribution reporting from dealer campaigns before it reimburses them. Its own national flights still arrive with no landing page, no capture and no survey, leaving stores to reconcile exposure with sold units on faith.
Amazon is the audit you keep postponing
Amazon's automotive department is now a $13.7 billion business, and marketplaces absorb roughly half of U.S. online parts revenue. The argument is not whether to sell there. It is what the attempt reveals about your fitment data.
A 90-day triage plan you can run without a replatform
If the platform replacement is stuck in committee, here is the order of operations that buys you time and proves the thesis with numbers.
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.