B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
83%
83% -- homeowner satisfaction rate after heat pump upgrade for US homeowners (2025)
83% of homeowners who invested in heat pump upgrades report higher satisfaction.
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
83%
Unit
Percentage
Data Vintage
2025
Entity
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
ServiceTitan
Primary
Tier C
https://milleroperations.com/own-audience-attention-the-competitive-advantage-pe-money-cant-buy/ ↗
Source Article
- LocalTrack360™
- electrical
- |
- home services
- |
- hvac
- |
- LocalTrack360
- |
- plumbing
- |
- roofers
Own Audience Attention: The Competitive Advantage PE Money Can’t Buy
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Original Research
ServiceTitan
· Original study ↗
Methodology
Cited as ServiceTitan's data
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US homeowners: 83% homeowner satisfaction rate after heat pump upgrade. Source: ServiceTitan (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/homeowners-heat-pump-upgrade-satisfaction
HTML Embed
<blockquote cite="https://lighthousedata.io/data/homeowners-heat-pump-upgrade-satisfaction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>83%</strong> -- homeowner satisfaction rate after heat pump upgrade for US homeowners<br><small>Source: ServiceTitan (2025) · <a href="https://lighthousedata.io/data/homeowners-heat-pump-upgrade-satisfaction" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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