Catch the AI vibe

January 22, 2026

How savvy dealers can build tools fast and speak ‘tech’ with vendors

Most dealership software ideas are born on a napkin between an up and a service walk. 

Vibe Coding is the caffeine shot that turns those scribbles into reality; either tiny, safe applets your team can use in-store or clickable prototypes that make vendor conversations ten times clearer. 

No capes, no engineering degree: just an AI-assisted sandbox where a manager can sketch a scheduler before coffee and pressure-test a recon workflow by lunch. Keep the heavy, integrated builds with your partners; use Vibe Coding for the quick wins and for showing, not telling, what you want built.

Tiny in-store apps that automate daily paper-cuts

Every rooftop has manual tasks that waste time and create inconsistency, such as building sales, F&I, and Service Tech schedules, or tracking recon on a fresh trade. 

Vibe Coding lets you stand up small, standalone applets that live in a sandbox and help your team execute more consistently, no production integrations, no customer data, no dependence on your DMS / CRM/ website. 

What this could look like:

  • Shift planner (Sales, F&I, Service): Inputs for staff, availability, blackouts, and rules (e.g., “3 on Saturday,” “all hands last 3 days of the month”). Output: a clean weekly grid plus conflict flags. Export to CSV or print;
  • Recon tracker for trades and auction buys: One screen with stages (Intake > Parts > Body > Detail > Photo), owners, timestamps, and a “no movement in 24h” alert. Spice it up with email or text notifications;
  • Day-starter checklist: Tap-to-confirm items for lot walk, photo status, price updates, and appointment prep; auto-log time/owner so managers can see what’s done.

It eliminates friction where you feel it most, at the desk and on the lot. You standardize routines, reveal bottlenecks quickly, and give your team a reliable rhythm without waiting on a platform roadmap or risking security.

Guardrails that matter:

  • Keep these applets fully sandboxed (separated from other code);
  • Use dummy or anonymized data; avoid PII or finance info;
  • Treat them as local tools for store use only.
  • Do not embed them in your website or connect them to core systems;
  • If the workflow requires live data, pause and escalate to your vendor for a proper, secure implementation.

What makes this valuable

It eliminates friction where you feel it most, at the desk and on the lot. You standardize routines, reveal bottlenecks quickly, and give your team a reliable rhythm without waiting on a platform roadmap or risking security. Think through your day, week, and month; I bet there are at least five things you could build an app to help manage. 

Clickable prototypes  that make vendor conversations sharper

Explaining a new idea for your website, CRM, or DMS with a paragraph invites misinterpretation. Explaining it with a clickable prototype ensures clarity and enables progress. Vibe Coding provides non-technical leaders with an interactive canvas to write ideas in plain English, iterate on screens and rules, and demonstrate how a workflow should behave, strictly for discovery.

How to start:

  • Got your idea? Hash it out with ChatGPT, Claude, or Gemini. 
  • State your idea and ask it to “be a developer, and/or solutions architect” and ask it for any clarifying questions;
  • Then ask it to suggest a prompt that will communicate your goals to a Vibe Coding platform;
  • Choose a platform: I’ve been playing with Replit (https://replit.com/) and Base44 (https://base44.com/).
  • Iterate! That’s the name of the game. Trial and error until you see it come alive. 

Treat your small in-store apps as your secret automation sauce, and the more technical prototypes as a better way to brief your partners. Separate goals, shared benefit: a faster, safer path from idea to impact.

In this business, ideas rarely arrive as finished blueprints. Great ideas show up as quick sketches in the margins. Vibe Coding is how you give those sketches momentum: in-store, it becomes small, sandboxed tools that clean up daily chaos; with partners, it becomes a crisp, interactive brief that shows, not tells, what you want. 

Remember, keep customer data and integrations where they belong, inside your vendors’ secure and insured platforms. Turn the napkin into something you can click, measure, and either use locally or hand off with confidence. Less guessing. Fewer do-overs. More wins between the first handshake and the last set of keys.

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