HVAC.com HVAC.com · Turning Traffic Into Intent
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Case Study · HVAC.com

Turning Traffic Into Intent:
Calculators & Conversion

Built high-intent tools from scratch that converted at 50x the site baseline, turning a high-traffic homeowner platform into a lead generation engine.

50×

Conversion Lift (Calculators)

~2M

Annual Visitors

4

Tools Launched

Role: Senior Product Manager, HVAC.com and Branded Sites

🚀 Introduction

I owned product strategy, UX, and growth for HVAC.com, a homeowner platform with ~2M annual visits that connects consumers to trusted HVAC dealers nationwide. I owned the full digital funnel, from first touch to dealer handoff, driving measurable conversion gains and shaping Trane's broader digital strategy.

What I Inherited

HVAC.com had QuoteScore (a tool to validate HVAC quotes) and a Replace funnel that guided homeowners through questions to receive a quote. I inherited and continued to iterate on both, running experiments to improve conversion at every step. But the site lacked middle-funnel tools and had no Repair experience.

What I Built

I launched the Repair experience from scratch, created three interactive calculators, and redesigned the blog to drive traffic into our funnels. No material change shipped without an A/B test. I ran dozens of experiments across all parts of the site, building a culture of data-driven iteration.

🎯 The Problem

Two million annual visitors, but only 0.1% were converting. The gap between "I'm researching HVAC" and "I'm ready for a quote" was too wide, with nothing in between to capture intent and build trust.

The Traffic Problem

  • ~2M annual visitors, mostly informational intent
  • Homeowners researching, not ready to commit
  • High bounce rates on content pages
  • No middle-funnel engagement tools
  • 0.1% baseline conversion rate

The User Problem

  • "Should I repair or replace?" - no clear answer
  • "What size system do I need?" - required professional assessment
  • "How much will I save with a better system?" - hard to quantify
  • Homeowners felt unprepared to request quotes
  • No "aha moments" to build confidence

🧠 Strategy & Solution

The insight was simple: if we give high-intent homeowners engaging tools that deliver "aha moments," they'll stick around to see what we can do for them. Instead of asking for commitment upfront, we'd provide value first, then offer a natural next step.

SEO-Driven Discovery

Partnered with SEO to understand what homeowners were actually searching for. The questions were clear: repair vs replace, system sizing, energy savings. These became our calculator roadmap.

Value-First Engagement

Each calculator delivered a personalized answer to a real question. By the time users finished, they'd invested time, received value, and were primed to take the next step.

Funnel Integration

Every calculator ended with a contextual path to our replacement funnel. Users who just learned they should replace their unit could immediately get a quote, pre-qualified and motivated.

⚙️ Platform Capabilities

I expanded the product surface area significantly, launching new experiences while continuously improving inherited tools through rigorous A/B testing.

🆕 Repair Experience

Launched from scratch. A new funnel for homeowners needing HVAC repairs, expanding beyond replacement-only to capture a broader audience.

🆕 Interactive Calculators

Built three calculators from Excel prototype to production: Repair/Replace, HVAC Load, and SEER Savings. Each delivered "aha moments" that drove users to our funnels.

🆕 Redesigned Blog

Improved the blog experience to increase depth, engagement, and lead volume, creating clear paths from educational content into conversion funnels.

📈 Replace Funnel Iteration

Inherited and continuously optimized the replacement funnel through dozens of A/B tests on step order, copy, and flow.

📈 QuoteScore Support

Inherited and supported QuoteScore, which validated homeowner quotes and converted at 6% by capturing high-intent users.

⚙️ Split.io Controls

Introduced feature flags and toggles for banners, funnel step order, and step text, enabling rapid iteration without engineering deploys.

🛠️ Product Walkthrough

From calculator entry points to the replacement funnel, each touchpoint was designed to build confidence and guide homeowners toward action.

HVAC.com Calculator Hub
1. Calculator Hub: Entry point for all tools
QuoteScore Landing Page
2. QuoteScore: Validate your HVAC quote
Replacement Landing Page
3. Replacement Landing: High-intent entry
Replacement Funnel Step 1
4. Quote Funnel: Address entry step

🤝 Execution & Key Decisions

Data-driven execution meant no material change shipped without an A/B test. I ran dozens of experiments across all parts of the site while aligning cross-functional teams around a clear roadmap.

🧪 Relentless A/B Testing

Dozens of tests across the entire site. Every material change was validated. This built confidence in decisions and created a culture of experimentation.

📊 Behavioral Analytics

Used session-to-install data, user paths, and behavioral analytics to identify friction points and refine the homeowner journey for better lead quality.

🎛️ No-Code Controls

Built Split.io toggles for banners, funnel step order, and copy changes. This gave us control to iterate rapidly without waiting for engineering deploys.

📐 Excel Prototyping

Built calculator logic in Excel first to validate formulas and test edge cases before engineering work began. De-risked development and accelerated alignment.

☀️ Seasonal Timing

Launched calculators aggressively over summer to capture peak HVAC replacement season. Homeowners with broken AC in July don't wait.

🤝 Cross-Functional Alignment

Aligned engineering, SEO, marketing, design, and sales ops around a clear roadmap, accelerating delivery across the organization.

📈 Outcomes

Each initiative materially lifted the 0.1% baseline conversion rate, proving that high-intent tools and data-driven iteration could transform a high-traffic site into a lead generation engine.

Calculators: 7.3%

Peaked at 7.3%, settled to ~5%. A 50x sustained lift over the 0.1% baseline, proving value-first tools drive conversion.

QuoteScore: 6%

Inherited tool converting at 6%, capturing homeowners who already had quotes and were ready to validate and act.

Video Content: 3.4%

Video-driven pages converted at 3.4%, proving educational content drives action when paired with clear CTAs.

Landing Pages: 2.3%

Optimized landing pages lifted conversion to 2.3%, 23x the baseline through targeted messaging and streamlined paths.

Platform Expansion

Expanded product surface area with HVAC Repair services, three interactive calculators, and a redesigned blog that increased depth, engagement, and lead volume.

Trane Integration & Impact

Insights from HVAC.com informed Trane's System Recommender Tool pilot in Florida, later expanded to NC, SC, GA, TX, and AZ.

🚧 Challenges

Building high-impact tools on a tight timeline while navigating an acquisition required focus, flexibility, and trust-building across teams.

Early Phase

Validating Calculator Logic

HVAC sizing and savings calculations needed to be accurate enough to be useful, but simple enough for homeowners to complete. Excel prototyping helped us find the right balance before committing to development.

Mid Phase

Racing the Season

Summer is peak HVAC replacement season. We had a narrow window to launch calculators and capture high-intent traffic. This meant aggressive timelines and ruthless prioritization.

Late Phase

Trane Acquisition Integration

Integrating into a larger organization mid-project required adapting to new processes while maintaining momentum. I brought fresh ideas to annual planning that helped shape the 2025 roadmap.

Ongoing

Proving Value Across Teams

Demonstrating that calculator insights could inform Trane's broader product strategy required building trust and translating HVAC.com learnings into enterprise context.

💡 Lessons Learned

Test Everything

No material change without an A/B test. Dozens of experiments built confidence in decisions and created a culture where data won arguments.

Value First, Commitment Second

High-intent tools that deliver "aha moments" convert dramatically better than generic CTAs. Give users something useful before asking for their information.

Build Controls, Not Just Features

Split.io toggles for banners, step order, and copy enabled rapid iteration without engineering deploys. Operational flexibility multiplies impact.

Small Teams Can Inform Big Roadmaps

Insights from HVAC.com directly influenced Trane's System Recommender Tool and 2025 planning. Focused work can shape enterprise strategy.