B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
92%
92% -- positive survey response rate for Japanese home-appliance retailer voice AI agent (2026)
During a two-week public campaign on a Japanese home-appliance retailer's online store in 2026, 92% of post-conversation survey responses regarding its voice AI agent were positive.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
92%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
30,000
Geography
APAC
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
gra.world
Primary
Tier B
https://www.gra.world/the-rise-of-autonomous-voice-agents-in-retail ↗
Source Article
The Rise of Autonomous Voice Agents in Retail - GRA
The Rise of Autonomous Voice Agents in Retail
For years, retail chatbots followed a predictable pattern: they waited for a shopper to type a specific keyword and then offered a pre-programmed response. They could answer questions but rarely closed a sale. In 2026, a new generation of voice AI agents…
Original Research
gra.world
· Original study ↗
Methodology
Post-conversation surveys during two-week campaign
Methodology documented
Segmentation
IndustryRetail
RegionAPAC
Channelvoice
Cite this stat
Plain Text
Japanese home-appliance retailer voice AI agent: 92% positive survey response rate. Source: gra.world (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/japan-voice-agent-positive-survey-92
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<blockquote cite="https://lighthousedata.io/data/japan-voice-agent-positive-survey-92" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92%</strong> -- positive survey response rate for Japanese home-appliance retailer voice AI agent<br><small>Source: gra.world (2026) · <a href="https://lighthousedata.io/data/japan-voice-agent-positive-survey-92" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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