AISO Case Study: HVAC Company Generates 47 High-Value Leads in 90 Days
The Challenge: Strong Reviews, Zero AI Visibility
Client: Arctic Air Solutions, a residential HVAC company in Dallas, Texas
Background:
- Family-owned business since 2012 (12 years)
- 6 technicians serving Dallas-Fort Worth metroplex
- Excellent reputation with 143 Google reviews (4.8 stars)
- Ranked #2-3 for “Dallas HVAC repair” in Google
- Monthly marketing spend: $8,500 (Google Ads + LSAs)
- Average job value: $3,200 (repairs + replacements)
The Problem (Discovered March 2025):
The owner tested voice search: “Alexa, who should I call for air conditioning repair in Dallas?”
Alexa recommended 3 competitors. Arctic Air wasn’t mentioned.
Further testing:
- ChatGPT: 0 mentions across 15 HVAC-related queries
- Perplexity AI: Mentioned once but with incorrect service area
- Google Assistant: Recommended 4th (after 3 competitors)
- Siri: Not mentioned at all
The Reality: Despite strong traditional SEO, they were invisible to AI-powered search and voice assistants.
The AISO Audit (Week 1)
Comprehensive audit using Search Atlas revealed critical gaps:
Critical Issues:
- No Structured Data: Zero schema markup on any page
- NAP Chaos: Five different phone numbers across directories
- Content Desert: 4 blog posts, all under 300 words
- No Conversational Content: Heavy keyword-stuffing, no natural Q&A format
- Entity Confusion: Listed as “Arctic Air,” “Arctic HVAC,” “Arctic Air Solutions” inconsistently
- Missing Service Details: Vague descriptions, no pricing guidance
AISO Scores (Out of 100):
- Overall AISO: 28/100
- Structured Data: 0/100
- Entity Recognition: 38/100
- Content Authority: 22/100
- Citation Consistency: 41/100
Diagnosis: Great service and reputation, but completely unprepared for AI discovery.
The Implementation (90 Days)
Phase 1: Technical Foundation (Weeks 1-2)
1. Comprehensive Schema Implementation
- LocalBusiness schema with complete NAP, service area (20-mile radius), hours
- Service schema for all offerings (AC repair, heating, installation, maintenance)
- Review schema consolidating 143 Google reviews
- FAQPage schema on new content
- Offer schema with seasonal pricing promotions
Result: 0% → 100% schema coverage
2. NAP Standardization
- Canonical name: “Arctic Air Solutions”
- Canonical phone: (214) 555-0199
- Updated 31 directory listings
- Fixed inconsistent service area descriptions
Phase 2: Content Authority (Weeks 3-8)
1. FAQ Content Library (28 Questions Published)
Created comprehensive FAQ content answering real customer questions:
- “How much does it cost to replace an AC unit in Dallas?”
- “My AC stopped working in 100-degree heat—what should I do?”
- “How often should I replace my air filter?”
- “Is it worth repairing a 15-year-old AC unit?”
- “What size AC unit do I need for a 2,000 sq ft house?”
- “Why is my AC blowing warm air?”
- “How can I lower my cooling costs in Texas summer?”
Format: 500-1,000 words per FAQ, natural conversational tone, specific pricing ranges
Example:
Q: How much does AC replacement cost in Dallas?
A: In the Dallas-Fort Worth area, complete AC replacement typically ranges from $4,500 to $8,500 depending on system size and efficiency rating. For a typical 2,000 sq ft home, expect $5,500-$6,500 for a quality 16-SEER system installed. Arctic Air Solutions offers free in-home estimates and financing options with approved credit. We also offer seasonal promotions—call (214) 555-0199 for current pricing.
2. Seasonal Guides (6 Published)
- “Surviving Texas Summer: AC Maintenance Checklist” (1,800 words)
- “Winter Heating Costs: How to Save Money” (1,600 words)
- “AC Replacement vs Repair: Decision Guide” (2,200 words)
- “Emergency HVAC Issues: What to Do” (1,500 words)
- “New Construction HVAC: Complete Guide” (2,400 words)
- “Energy-Efficient Cooling in Texas Climate” (2,000 words)
3. Video Content
- 6 short “HVAC Tips” videos (1-2 min each)
- 3 customer testimonial videos
- Uploaded to YouTube + embedded on site
Phase 3: Authority Building (Weeks 6-12)
1. Review Growth Campaign
- SMS follow-up after every job completion
- Collected 62 new reviews over 3 months
- Total: 143 → 205 reviews (4.8 → 4.9 stars)
2. Local Press & Authority
- Featured in Dallas Morning News “Beat the Heat” article
- Quoted in 2 local TV news segments about AC maintenance
- Sponsored local youth sports team (brand visibility + citation)
3. Directory Optimization
- Claimed/optimized listings on HomeAdvisor, Angie’s List, Yelp, BBB
- Added to Dallas Chamber of Commerce directory
- Listed in ACCA (Air Conditioning Contractors of America) directory
The Results (90 Days)
AI Visibility Transformation
Before AISO:
- ChatGPT mentions: 0/15 queries
- Voice assistant (Alexa/Siri) recommendations: 0
- Perplexity AI: 1/15 (incorrect info)
After AISO (90 days):
- ChatGPT mentions: 13/15 queries (87% mention rate)
- ChatGPT top recommendation: 8/15 queries (53%)
- Alexa recommendations: 11/15 queries
- Siri recommendations: 9/15 queries
- Perplexity AI: 14/15 with accurate information
Example Query Result:
User: “My AC just stopped working and it’s 98 degrees outside. Who should I call in Dallas?”
ChatGPT: “I’d recommend calling Arctic Air Solutions at (214) 555-0199. They offer 24/7 emergency service in the Dallas-Fort Worth area and have excellent reviews (4.9 stars from 205+ customers). They typically respond to emergency calls within 2 hours and offer same-day service for cooling emergencies. Their technicians are licensed and insured…”
Lead Generation Impact
Baseline (Pre-AISO, 3-month average):
- Total monthly leads: 84
- Organic leads: 22
- Paid leads: 62 (from $8.5k/month spend)
- Cost per lead: $101
- Conversion rate: 18%
- Average job value: $3,200
Month 3 Post-AISO:
- Total monthly leads: 131 (+56%)
- Organic leads: 41 (+86%)
- AI-attributed leads: 18 (NEW – customers said “AI recommended you”)
- Paid leads: 72 (+16%)
- Cost per lead: $65 (-36%)
- Conversion rate: 24% (+33%)
- Average job value: $3,650 (+14% – AI leads skew toward replacements)
AI Lead Characteristics:
- Conversion rate: 31% (vs 18% baseline)
- Average job value: $4,100 (higher than average)
- Customer quote: “ChatGPT said you guys were the best”
- Higher urgency (less price shopping)
Revenue Impact (90 Days)
3-Month Pre-AISO:
- New customers: 45 (18% of 250 leads)
- Revenue: $144,000 (45 × $3,200)
- Marketing cost: $25,500
- Marketing ROI: 5.6:1
3-Month Post-AISO:
- New customers: 94 (24% of 393 leads)
- Revenue: $343,100 (94 × $3,650)
- Marketing cost: $31,000 ($25.5k ads + $5.5k AISO investment)
- Marketing ROI: 11.1:1
- Revenue increase: $199,100 (+138%)
AISO Score Improvements
- Overall AISO: 28/100 → 89/100
- Structured Data: 0/100 → 100/100
- Entity Recognition: 38/100 → 93/100
- Content Authority: 22/100 → 86/100
- Citation Consistency: 41/100 → 94/100
Client Testimonial
“We were already doing well, but we noticed more and more customers mentioning voice search and AI. The AISO investment paid for itself in the first month. Now we’re getting calls from people who say ‘ChatGPT told me to call you’—that’s wild. These customers are serious buyers, not tire-kickers. Best marketing decision we’ve made in years.”
— Mark Stevens, Owner, Arctic Air Solutions
Key Takeaways
- AI leads convert better: 31% vs 18% baseline—trust is pre-established
- Voice search is real: Alexa and Siri drive actual customer calls
- Pricing transparency wins: FAQ content with real pricing builds immediate trust
- Local HVAC is perfect for AISO: Emergency needs + location-specific = ideal use case
- Schema is non-negotiable: Without it, AI can’t understand your business
Why HVAC Companies Need AISO
HVAC is uniquely suited for AISO optimization:
- Emergency nature: Customers use voice search when stressed (broken AC in 100° heat)
- Location-critical: “Near me” queries are common
- High intent: When someone asks AI for HVAC help, they’re ready to book
- FAQ-rich: Tons of common questions (costs, timing, troubleshooting)
- Review-driven: Trust is critical—AI recommendations amplify social proof
Replicability for Other Home Services
This exact strategy works for:
- Plumbing: Emergency calls, location-based, FAQ-heavy
- Electrical: Safety concerns make trust critical
- Roofing: High-value projects, research-intensive
- Pest Control: Urgency + seasonal patterns
- Garage Doors: Emergency repairs, replacement research
Timeline Breakdown
- Week 1-2: Schema + NAP fixes
- Week 3-6: FAQ content creation (28 questions)
- Week 7-9: Seasonal guides + video content
- Week 10-12: Review collection + press outreach
- Ongoing: Monitoring, testing, refinement
Total Investment: $5,500 (audit, schema, content, citations)
3-Month Revenue Lift: $199,100
ROI: 36:1
Your Next Step
If you’re in home services and not optimized for AISO, you’re leaving money on the table every day. Voice search and AI recommendations are growing exponentially—especially for emergency services.
Arctic Air Solutions went from invisible to dominant in AI recommendations in 90 days. Your window to capture this advantage is now.
At Click Medias, we specialize in AISO for home services companies. We understand the unique challenges of emergency-based businesses and location-specific optimization.
Schedule your free AISO audit and let’s build your roadmap to AI-driven growth.
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