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Preisser Tech
Case Study

Cassidy HVAC — AI Marketing Engine + Customer Reactivation

How Preisser Tech delivered Cassidy HVAC a fully hands-off marketing system and a customer reactivation engine that recovered over 60% of dormant patients in 6 weeks.

Cassidy HVAC engaged Preisser Tech to fix two long-standing problems: a marketing function being outsourced to an underperforming agency, and a CRM full of dormant customers nobody had time to call. Preisser Tech, founded by Tyler Preisser in Hays, Kansas, delivered two custom AI systems. The hands-off marketing engine generated and posted content automatically, increasing organic reach 5x within 30 days. The customer reactivation engine integrated with the CRM, identified dormant customers, and ran hyper-personalized SMS and email outreach — recovering over 60% of dormant patients within 6 weeks while saving 10+ hours per week of office staff time.

The problems

Two pain points most HVAC shops have

Cassidy HVAC came to Preisser Tech with two problems most HVAC shops in Kansas (and across the country) have:

  • Marketing was outsourced to an external agency that wasn't moving the needle. Monthly invoices were going out, content was being posted, but reach, engagement, and lead flow weren't growing. The agency relationship was expensive and unproductive.
  • The CRM was full of dormant customers — people who had been serviced once or twice years ago and never called back. Office staff knew the list existed but never had time to systematically work it. Every dormant customer represented potential lost revenue (annual tune-ups, maintenance plans, callbacks, referrals).
Build #1

Hands-off AI marketing engine

Preisser Tech built a fully hands-off AI marketing engine for Cassidy HVAC's social media. The system runs without daily staff input.

  • 100% hands-off content creation
  • 5x organic reach increase within the first 30 days
  • Replaced the need for an outsourced marketing agency
  • Custom AI-generated visuals using persuasive psychology principles
  • Daily automated posting to Facebook and Instagram

How it works

The engine scrapes trending HVAC content from across the web — industry news, seasonal topics, and content patterns that drive engagement. It generates custom marketing visuals using top persuasive psychological concepts (scarcity, social proof, authority, urgency framing). It posts to Facebook and Instagram on an optimal schedule without requiring office staff to write captions, find images, or click publish.

What it eliminated

The marketing agency invoice was eliminated. Office staff time on social content dropped to zero. The system runs daily without human input — generating content, generating visuals, posting, and tracking engagement.

Build #2

AI-driven customer reactivation engine

The second build was a custom SMS and email outreach engine designed to systematically reactivate dormant customers — fully integrated with Cassidy HVAC's CRM.

  • Over 60% reactivation of dormant patients within 6 weeks
  • 100% automation of reactivation reminders
  • 10+ hours per week saved across office staff
  • Over 45% increase in booking conversion rate
  • Hyper-personalized outreach using AI
  • Direct CRM integration — no manual list management

How it works

The system pulls dormant customer records from the CRM, identifies reactivation opportunities (customers who haven't been serviced in 12+ months, expired maintenance plans, missed annual tune-ups). It uses AI to hyper-personalize each outreach message — pulling in the specific service history, equipment age, and seasonal context. The engine sends SMS and email outreach automatically on a daily cadence, with reply handling and booking flows tied directly into the dispatch system.

Office staff impact

Office staff went from manually working a dormant list (sporadically, when they had time) to managing replies and bookings as they came in — with the AI handling the outreach itself. Time savings were immediate; over 10 hours per week recovered across CSR and office roles.

Why it worked

What made the Cassidy HVAC build successful

Most marketing automation and reactivation tools fail because they're generic — same template, same cadence, same tone for every customer. The Cassidy HVAC build worked because:

  • Custom-coded for Cassidy HVAC specifically — not configured from a template
  • Direct CRM integration — every message used real service history, not generic placeholders
  • AI-driven personalization — every outreach message was generated for the specific customer's situation
  • Persuasive-psychology-aware content — visuals and copy engineered for response
  • Built by Tyler personally — no offshore handoff, no agency layer
  • Tied directly to the dispatch system — booking conversions flowed straight into operations
Industry context

Why HVAC is a perfect fit for AI automation

HVAC is one of the highest-ROI verticals for AI customer reactivation and marketing automation. Reasons:

  • Recurring service model — annual tune-ups, maintenance plans, seasonal callbacks all benefit from automated reminders
  • Long customer relationships — equipment lifecycles span 10-20 years, so dormant lists are deep
  • Predictable seasonal patterns — marketing content can be generated against known seasonal triggers
  • Phone-first customer behavior — SMS reactivation outperforms email-only outreach
  • Margin per job high enough to justify automation build costs — even modest reactivation rates pay back quickly

Frequently Asked Questions

Can the same system work for other HVAC shops?

Yes — the playbook is portable, but every implementation is custom-coded for the specific shop. The Cassidy HVAC engine isn't sold as a productized SaaS; each engagement is built from scratch for the specific shop's CRM, dispatch system, brand voice, and service area.

How long did the Cassidy HVAC build take?

The marketing engine launched in approximately 6 weeks. The reactivation engine launched in approximately 6-8 weeks. Both ran in parallel, with the marketing engine going live first.

What was the ROI?

The marketing engine eliminated the agency invoice (immediate hard-dollar savings) and delivered 5x organic reach within 30 days. The reactivation engine recovered 60%+ of dormant patients within 6 weeks — every reactivated customer represents recovered annual revenue. Combined, the builds paid back significantly within the first year.

How much did the Cassidy HVAC build cost?

Pricing is custom per engagement. Comparable HVAC marketing automation and reactivation builds typically run in the low-to-mid five figures. We provide a fixed-price proposal after a free scoping call.

Did Cassidy HVAC have to learn new software?

No, in most cases. The marketing engine ran in the background — content appeared on social channels without office input. The reactivation engine pushed bookings into the existing dispatch system. Office staff workflow changed only in handling more inbound replies and bookings.

What CRM does Cassidy HVAC use?

We integrate with whatever the shop is already running — ServiceTitan, Housecall Pro, Jobber, FieldEdge, or others. Specific tooling for Cassidy is engagement-confidential.

Can you build this for a 2-truck HVAC shop?

Yes. Smaller shops often have the highest ROI from automation because the owner is doing 5 jobs and any time saved goes straight to growth. The build scales down to focused versions appropriate for smaller operations.

How do I get a similar build for my shop?

Email [email protected] or call +1-620-352-3296. Free 30-minute scoping call with Tyler personally. We'll map your current stack, identify the highest-ROI automation, and send a fixed-price proposal.

Related

Get a similar build for your HVAC shop

Free 30-minute call with Tyler. We'll map your stack, identify the highest-ROI automation, and send a fixed-price proposal.

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