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Case Study // Local Authority

National vs Local:
How Local Contractors Replace National Sites in AI Answers

Designed to replace generic national aggregator content with local expertise AI actually trusts.

*Client name changed for privacy

The Problem

National Sites Are Stealing Your Leads

When a homeowner asks AI "How much does HVAC repair cost?" or "Best AC company near me?" — who does AI cite?

Forbes. Angi. HomeAdvisor. This Old House. Fixr.

Not you. Not any local contractor. The national aggregators have been optimizing for AI for years. They have the content volume. They have the backlinks. They have the brand recognition.

But they don't have local expertise.

AI Citation AnalysisLOCAL_VS_NATIONAL
Current State
AI SOURCES:
Forbes HomeNational
AngiAggregator
HomeAdvisorLead Gen
This Old HouseNational
FixrAggregator
0 LOCAL
Contractors Cited
After AEO
AI SOURCES:
Your CompanyLocal Expert
Regional HVAC GuideLocal Hub
Forbes HomeNational
AngiAggregator
Energy.govReference
TOP 2
Local Sources

Current AI Citation Landscape

The Gap

Why National Content Fails Homeowners

Generic Price Ranges Are Useless

"HVAC repair costs $150–$500." Great. But what does it cost in YOUR city? Labor rates in San Francisco are 3x higher than rural Texas. National averages mean nothing to a homeowner getting quotes.

"Check Local Codes" Isn't Advice

Every national site punts on permits. "Requirements vary by location." No kidding. Homeowners need to know: Does Denver require permits for AC replacement? What about Thornton vs. Aurora? National sites can't answer this.

Climate Sizing Is Regional

A 3-ton AC in Seattle is undersized for Phoenix. A heat pump that works in North Carolina needs backup heat in Minnesota. National content gives generic SEER recommendations. Local contractors know what actually works.

Install Quality > Equipment Brand

National sites rank "Best HVAC Brands." But every contractor knows: installation quality matters more than the nameplate. A perfectly-sized Carrier installed wrong will fail. A mid-tier Goodman installed right will last 20 years.

The Real Questions

What Homeowners Actually Ask on the Phone

These are the questions your dispatch team hears every day. National sites can't answer them. You can.

"Can you come today?"

Emergency response time is local. National sites say "call for availability." You say "we have a tech in your area this afternoon."

"Do you service my area?"

You know every suburb, every zip code, every HOA with specific HVAC requirements. Forbes doesn't.

"Do I need a permit for this?"

You know your county's permit requirements. You've pulled hundreds of them. You know the inspectors by name.

"What size unit do I need?"

You do Manual J load calcs. You know that 2,000 sq ft in your climate needs different sizing than the same house in Florida.

"Who's actually doing the work?"

Your techs. Your training. Your quality standards. Not a random subcontractor from a lead gen site.

"What if something goes wrong?"

You're local. You'll be here in 10 years. HomeAdvisor won't answer a callback.

Every question is a content opportunity. Every answer builds local authority.

AEO Execution

How We Make Local Contractors Outrank National Sites

It's not about outspending them. It's about out-specificing them.

Hyper-Local Content

We don't write "HVAC repair costs." We write "HVAC repair costs in [Your City]." With actual local pricing. Actual permit requirements. Actual labor rates. AI recognizes geographic specificity.

Answer Real Questions

We pull questions from your dispatch logs, your Google Business reviews, your service calls. Real questions homeowners ask. Then we answer them with real local expertise. National sites can't compete.

Entity Stacking

Your brand + your city + your service + your suburbs. Every page reinforces local entity signals. Schema markup ties it together. AI builds a mental model: "This company = this location = this expertise."

Hub Architecture

Your main service page links to suburb-specific pages. Suburb pages link to service-specific content. Everything connects. Topical depth signals expertise. AI sees authority.

What National Sites Have

  • • Domain authority
  • • Content volume
  • • Brand recognition
  • • Generic information

What You Have

  • • Local expertise they can't fake
  • • Real pricing they can't guess
  • • Permit knowledge they can't research
  • • Dispatch reality they don't understand
Proof Artifacts

The Evidence

Why Local Expertise Wins

Why Local WinsAUTHORITY_COMPARISON
Factor
National Sites
Local Expert
Labor Rates
Generic ranges
Actual local pricing
Permits
"Check local codes"
Specific requirements
Climate Sizing
National averages
Regional load calcs
Install Quality
Brand-focused
Workmanship focus
Response Time
N/A
Same-day reality
Local expertise = citable authority

Local expertise beats national content on every metric that matters

Local Authority Checklist

What makes a local contractor page outrank national aggregators:

City/suburb in title and H1
Actual local pricing (not national ranges)
Specific permit requirements mentioned
Local climate context (sizing, efficiency)
Service area explicitly defined
Response time / dispatch reality
LocalBusiness schema with geo coordinates
Suburb-specific service pages
Real customer questions answered

Local Questions National Sites Can't Answer

HVAC repair cost [Your City]

Best AC company [Your Suburb]

HVAC permit requirements [Your County]

Emergency AC repair near me

Same day HVAC service [Your City]

AC installation cost [Your Area]

Furnace replacement [Your City]

HVAC maintenance plan [Your City]

Replication Plan

The Local Authority Playbook

Works for any local HVAC contractor in any market. Same framework, local execution.

Phase
Content Focus
Local Elements
Outcome
1. Foundation
Core service pages
City pricing, permit info
AI learns your brand + location
2. Expansion
Suburb-specific pages
10-15 key suburbs
Geographic authority
3. Depth
Question-based content
Real dispatch questions
Topical expertise
4. Authority
Hub architecture
Interconnected content
Citation-ready authority

National sites have content. You have expertise. We make AI see the difference.

Free AEO Audit

Stop Losing Leads to National Sites. Start Getting Cited.

You have expertise national sites can't fake. We have the system to make AI recognize it. Get a free audit and see exactly where you stand.