B
Evidence Grade B
Graded
under review
Safe to Cite
Current
61.8%
61.8% -- ai overview appearance rate for Creative professionals (local service-based businesses) (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
61.8%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
60,000
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Local Falcon
Primary
Tier C
https://muzes.ai/ai-local-seo-for-hvac/ ↗
Source Article
How to Do AI Local SEO for HVAC Contractors (And Own Your Local Market)
AI Local SEO for HVAC Contractors
Table of Contents
Your HVAC contracting business has the trucks, the technicians, and the certifications. Your Google Business Profile might even be optimized. When someone asks ChatGPT or Google AI “my AC stopped working, who can help me today?” or “find me a relia…
Original Research
Local Falcon
· Original study ↗
Methodology
From Local Falcon study of over 60,000 simulated searches across 4,400 businesses; service-based businesses appear in AI Overviews at higher rates
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Creative professionals (local service-based businesses): 61.8% ai overview appearance rate. Source: Local Falcon (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-overview-rate-creative-professionals
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-overview-rate-creative-professionals" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>61.8%</strong> -- ai overview appearance rate for Creative professionals (local service-based businesses)<br><small>Source: Local Falcon (2026) · <a href="https://lighthousedata.io/data/ai-overview-rate-creative-professionals" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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