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

17%

17% -- ai purchase completion comfort rate for Marketplace shoppers (2026)

2026  · n=4,500  · ChannelEngine

17% of surveyed marketplace shoppers feel comfortable completing a purchase through AI.

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Attribution: ChannelEngine View source
Lighthouse Research Team
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Source verified Evidence graded
Value
17%
Unit
Percentage
Data Vintage
2026
Entity
Marketplace shoppers
Sample Size
4,500
B
Strong, reliable evidence

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

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
ChannelEngine Primary Tier B
https://www.paz.ai/blog/agentic-commerce-just-left-the-building-most-brands-arent-ready ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
Agentic Commerce Just Left the Building. Most Brands Aren...
Agentic Commerce Just Left the Building. Most Brands Aren't Ready. - Author - By Dor - Publication date - Published - Last updated - Updated - Reading time - 4 min read In the span of a single week in February, Google partnered with Shopee to build an agentic shopping prototype across Southeast Asia…
Original Research
ChannelEngine · Original study ↗

ChannelEngine survey of 4,500 marketplace shoppers; 41-point gap vs. 58% who use AI for product research.

Methodology documented
Industrymarketing
Plain Text
Marketplace shoppers: 17% ai purchase completion comfort rate. Source: ChannelEngine (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/channelengine-17pct-comfortable-ai-purchase
HTML Embed
<blockquote cite="https://lighthousedata.io/data/channelengine-17pct-comfortable-ai-purchase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>17%</strong> -- ai purchase completion comfort rate for Marketplace shoppers<br><small>Source: ChannelEngine (2026) · <a href="https://lighthousedata.io/data/channelengine-17pct-comfortable-ai-purchase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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