B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
65%
65% -- ai overview appearance rate for Cleaning services (local service businesses in Google AI Overviews) (2025)
According to Local Falcon research cited in the source, cleaning services appear in AI Overviews 65% of the time.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
65%
Unit
Percentage
Data Vintage
2025
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-electricians/ ↗
Source Article
How to Do AI Local SEO for Electricians (And Own Your Local Market)
AI Local SEO for Electricians
Table of Contents
Your electrical business has licensed electricians, fully-stocked trucks, and years of experience. Your Google Business Profile might even be optimized. When someone asks ChatGPT or Google AI “I need an electrician today for a panel upgrade” or “find m…
Original Research
Local Falcon
· Original study ↗
Methodology
Local Falcon study of over 60,000 simulated searches across 4,400 businesses measuring service-business appearance in AI Overviews; cited via muzes.ai (not original publication)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Cleaning services (local service businesses in Google AI Overviews): 65% ai overview appearance rate. Source: Local Falcon (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/local-falcon-ai-overviews-cleaning-services
HTML Embed
<blockquote cite="https://lighthousedata.io/data/local-falcon-ai-overviews-cleaning-services" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>65%</strong> -- ai overview appearance rate for Cleaning services (local service businesses in Google AI Overviews)<br><small>Source: Local Falcon (2025) · <a href="https://lighthousedata.io/data/local-falcon-ai-overviews-cleaning-services" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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