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

38%

38% -- at risk guest recovery rate for Bloom Intelligence automated win-back campaigns (2026)

2026  · Bloom Intelligence

Automated win-back campaigns powered by guest analytics recover an average of 38% of at-risk restaurant guests.

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Attribution: Bloom Intelligence View source
Lighthouse Research Team
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Source verified Evidence graded
Value
38%
Unit
Percentage
Data Vintage
2026
Entity
Bloom Intelligence automated win-back campaigns
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
Bloom Intelligence Primary Tier B
https://bloomintelligence.com/blog/improve-your-marketing-roi-and-save-time-and-money/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Restaurant Analytics Software: The 2026 Guest Data Guide
Restaurant Analytics Software in 2026: Why Sales Dashboards Can’t See the Guest Who Isn’t Coming Back Restaurant analytics software turns guest, transaction, and sentiment data into revenue decisions. Sales dashboards report what sold; guest analytics reveals who is returning, who is slipping away, …
Original Research
Bloom Intelligence · Original study ↗

Vendor-reported, verified through closed-loop POS attribution

Methodology documented
Period Value Change
2025 38%
2026 (current) 38% 0%
IndustryRetail Company SizeAll sizes RoleAll marketers Channelemail
Plain Text
Bloom Intelligence automated win-back campaigns: 38% at risk guest recovery rate. Source: Bloom Intelligence (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/bloom-atrisk-guest-winback-rate-2026
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<blockquote cite="https://lighthousedata.io/data/bloom-atrisk-guest-winback-rate-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>38%</strong> -- at risk guest recovery rate for Bloom Intelligence automated win-back campaigns<br><small>Source: Bloom Intelligence (2026) · <a href="https://lighthousedata.io/data/bloom-atrisk-guest-winback-rate-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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