B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
84%
84% -- share of brands believing ai recognizes returning customers for APAC brands (2026)
84% of brands believe their AI systems recognize returning customers.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
84%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Twilio
Primary
Tier B
https://en.10minhotel.com/top-news-hospitality-summary/latest-news-about-pan-pacific/ ↗
Source Article
Latest news about Pan Pacific - 10 Minutes News for Hoteliers
Track Pan Pacific Hotels Group in one place. This hub aggregates the latest news and openings across Pan Pacific and PARKROYAL, as covered by trusted sources. Follow a leading Asian hospitality group.
-
A chef’s guide to Cornwall
4 October 2026Falmouth-born chef David Gingell shares his favourite Co…
Original Research
Twilio
· Original study ↗
Methodology
Twilio 2026 survey
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
APAC brands: 84% share of brands believing ai recognizes returning customers. Source: Twilio (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brands-believe-ai-recognizes-customers-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/brands-believe-ai-recognizes-customers-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>84%</strong> -- share of brands believing ai recognizes returning customers for APAC brands<br><small>Source: Twilio (2026) · <a href="https://lighthousedata.io/data/brands-believe-ai-recognizes-customers-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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