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

65%

65% -- share of guests repeating themselves to humans post ai for hotel guests (2026)

2026  · Twilio

65% of hotel guests repeat themselves to humans following an AI interaction.

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Attribution: Twilio View source
Lighthouse Research Team
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Source verified Evidence graded
Value
65%
Unit
Percentage
Data Vintage
2026
Entity
hotel guests
B
Strong, reliable evidence

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

60/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Twilio Primary Tier B
https://en.10minhotel.com/top-news-hospitality-summary/latest-news-about-pan-pacific/ ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
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 ↗

Twilio 2026 survey

Methodology documented
Industrymarketing
Plain Text
hotel guests: 65% share of guests repeating themselves to humans post ai. Source: Twilio (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/guests-repeat-themselves-post-ai-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/guests-repeat-themselves-post-ai-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>65%</strong> -- share of guests repeating themselves to humans post ai for hotel guests<br><small>Source: Twilio (2026) · <a href="https://lighthousedata.io/data/guests-repeat-themselves-post-ai-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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