B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

73%

73% -- share of overall review score influenced by drive thru sentiment for QSR restaurants (2025)

2025  · n=250,000  · Savi

Drive-thru sentiment influences 73% of a restaurant's overall review score based on an analysis of over 250,000 customer reviews.

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Attribution: Savi View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
73%
Unit
Percentage
Data Vintage
2025
Entity
QSR restaurants
Sample Size
250,000
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Savi Primary Tier B
https://getsavi.com/blog/computer-vision-qsr-restaurant-guide ↗
Confidence: 53/100 Vintage: 2025 Channel: Deep Crawl
Source Article
QSR Computer Vision: The Operator's Guide | SAVI
QSR Computer Vision: The Operator's Guide Savi Most security cameras in a quick-service restaurant do one thing: record. They capture footage that sits on a local hard drive, gets reviewed only when something goes wrong, and generates no operational insight whatsoever. Computer vision in QSR restaur…
Original Research
Savi · Original study ↗

Savi's Drive-Thru Disruptors research analyzing 250,000-plus customer reviews

Methodology documented
Industrymarketing
Plain Text
QSR restaurants: 73% share of overall review score influenced by drive thru sentiment. Source: Savi (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/drive-thru-sentiment-review-score-73pct
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<blockquote cite="https://lighthousedata.io/data/drive-thru-sentiment-review-score-73pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>73%</strong> -- share of overall review score influenced by drive thru sentiment for QSR restaurants<br><small>Source: Savi (2025) · <a href="https://lighthousedata.io/data/drive-thru-sentiment-review-score-73pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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