Wishdeal Factory · Storefront
Pre-built business · Available to own

Own Auto Repair AI.

A pre-built business engine, ready to operate.

Auto repair AI assistant sold via cold email to shop owners at $249 monthly.

$192kYear 1 ARR
-$21ktake-home Y1
$38kto production
13%odds of meaningful success

What you'd own.

Every artifact below transfers to your accounts on day one. The whole engine.

What Roll Digital builds for you.

Custom scope to take Auto Repair AI from MVP shell to operating business.

Why this could work.

Large undifferentiated market of 160k auto repair shops with no dominant platform yet. Cold email GTM is repeatable and capital-light, targeting $2.6k annual contracts with high gross margins. Six to twelve-month window before Tekmetric, Shop-Ware ship competitive features, but their integration depth lags on parts suppliers and OBD systems. Success requires nailing early integration and customer success, but unit economics work at scale.

What you'd risk.

Competitors ship faster and own existing customer relationships. Shop owners are skeptical and judge value in the first two weeks. Without visible time savings on estimates or follow-ups, month two churn exceeds 40 percent. Integration depth determines viability. Without live parts supplier and OBD connections, the product feels like a chatbot wrapper shops won't pay for. Year one requires $38k investment against negative take-home.

Who this fits.

Solo SaaS founder or agency operator with cold email experience and customer success discipline. Ideally someone with auto industry connections or willingness to grind cold outreach for three to six months. Not for passive investors. Requires hands-on founder involvement in sales, customer success, and integration prioritization through month three. Best fit: repeat entrepreneur comfortable with single-digit success probability.

Timeline.

From contract signing to operating business.

  1. Day 1
    Founder receives codebase, CRM, email templates, GTM playbook
  2. Week 1
    First 500 cold emails sent to NAPA dealers and Google Maps shops
  3. Week 3
    First demo booked, trial deployed, customer success tracking active
  4. Week 6
    Initial customer converts to paid, integration with parts supplier configured
  5. Day 90
    Three to five paying customers acquired, churn model validated for month two

Pricing.

Three ways in, depending on how much you want to build yourself.

Look around

Preview Pass

$5/mo

Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.

  • Every "Own this" buyer-decision page
  • Full Fermi-math models
  • Every agent design spec
  • 10 outreach plays per product
  • Buyer-skeptic memos with verdicts
Build it for me

Chief Operator

$75/hr

A Roll Digital chief operator builds Auto Repair AI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.

  • One operator, end-to-end
  • Unlimited AI tokens (we eat the cost)
  • Hosting, database, integrations
  • Production app on your domain
  • Hours-based, no scope cap
  • Pay weekly, stop any time

Ready to own Auto Repair AI?

Reserve this business →

Or talk to Wes first.