B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
38%
38% -- at risk guest recovery rate for At-risk restaurant guests (Bloom Intelligence win-back campaigns) (2026)
Bloom Intelligence automated win-back workflows achieve an average recovery rate of 38% for at-risk restaurant guests.
- Vendor/platform self-reported aggregate benchmark.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
38%
Unit
Percentage
Data Vintage
2026
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Bloom Intelligence
Primary
Tier A
https://bloomintelligence.com/blog/turn-first-time-guests-into-super-guests/ ↗
Source Article
8 in 10 First-Time Restaurant Guests Never Come Back
8 in 10 First-Time Restaurant Guests Never Come Back
More than 8 in 10 first-time restaurant guests never return. In a Bloom Intelligence analysis of nearly a million first-time guests across hundreds of restaurants, only about 1 in 7 came back even once and only about 1 in 32 became a frequent regu…
Original Research
Bloom Intelligence
· Original study ↗
Methodology
Vendor-reported average recovery rate of at-risk guests via Bloom Intelligence automated win-back workflows; platform self-reported benchmark.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
At-risk restaurant guests (Bloom Intelligence win-back campaigns): 38% at risk guest recovery rate. Source: Bloom Intelligence (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/bloom-at-risk-recovery-rate-38
HTML Embed
<blockquote cite="https://lighthousedata.io/data/bloom-at-risk-recovery-rate-38" 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 At-risk restaurant guests (Bloom Intelligence win-back campaigns)<br><small>Source: Bloom Intelligence (2026) · <a href="https://lighthousedata.io/data/bloom-at-risk-recovery-rate-38" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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