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

70%

70% -- share of consumers abandoning ai interactions for APAC consumers (2026)

2026  · Twilio

70% of APAC consumers abandon AI interactions due to memory lapses.

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Attribution: Twilio View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
70%
Unit
Percentage
Data Vintage
2026
Entity
APAC consumers
Geography
APAC
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
Industryhealthcare_pharma,travel_hospitality RegionAPAC
Plain Text
APAC consumers: 70% share of consumers abandoning ai interactions. Source: Twilio (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/apac-consumers-abandon-ai-interactions-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/apac-consumers-abandon-ai-interactions-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>70%</strong> -- share of consumers abandoning ai interactions for APAC consumers<br><small>Source: Twilio (2026) · <a href="https://lighthousedata.io/data/apac-consumers-abandon-ai-interactions-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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