B
Evidence Grade B
Graded
under review
Safe to Cite
Current
11%
11% -- mobile shopping guide access rate for Smartphone users (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
11%
Unit
Percentage
Data Vintage
2026
Entity
Geography
Global
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
dld.tumblr.com
Primary
Tier C
http://dld.tumblr.com/post/16347895755/a-few-mobile-facts-and-trends-for-businesses ↗
Source Article
A Few Mobile Facts and Trends for Businesses
Original Research
dld.tumblr.com
· Original study ↗
Methodology
No date or region stated in article; data_vintage set to collection year per protocol. Mobile shopping behavior stat.
Methodology documented
Segmentation
Industryecommerce
RegionGlobal
RoleAll marketers
Channelmulti-channel
Cite this stat
Plain Text
Smartphone users: 11% mobile shopping guide access rate. Source: dld.tumblr.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/smartphone-users-shopping-guide-access-11
HTML Embed
<blockquote cite="https://lighthousedata.io/data/smartphone-users-shopping-guide-access-11" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>11%</strong> -- mobile shopping guide access rate for Smartphone users<br><small>Source: dld.tumblr.com (2026) · <a href="https://lighthousedata.io/data/smartphone-users-shopping-guide-access-11" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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