B
Evidence Grade B
Graded
under review
Safe to Cite
Current
65%
65% -- ai overview appearance rate for Cleaning services (local businesses) (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
65%
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-cleaning-services/ ↗
Source Article
How To Do AI Local SEO for Cleaning Services (and Own Your Local Market)
AI Local SEO for Cleaning Services
Table of Contents
Your cleaning business has trained staff, quality supplies, and happy clients. Your Google Business Profile might even be optimized. When someone asks ChatGPT or Google AI “I need a reliable cleaning service for my home” or “find me a cleaning com…
Original Research
Local Falcon
· Original study ↗
Methodology
Local Falcon study; cleaning services had the highest AI Overview appearance rate of categories cited
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2025 | 65% | |
| 2026 (current) | 65% | 0% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
Cleaning services (local businesses): 65% ai overview appearance rate. Source: Local Falcon (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-overview-rate-cleaning-services
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-overview-rate-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 businesses)<br><small>Source: Local Falcon (2026) · <a href="https://lighthousedata.io/data/ai-overview-rate-cleaning-services" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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