B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
11%
11% -- shopping app session growth rate for Indonesia shopping apps (2026)
Shopping app sessions in Indonesia surge by 11% during Ramadan.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
11%
Unit
Percentage
Data Vintage
2026
Entity
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
60
Independence
30
Methodology
45
Freshness
95
Source
AVOW
Primary
Tier B
https://intura.co/en/blog/social-media-trend-analysis-ramadan-lebaran-2026-fashion-indonesia ↗
Source Article
How to Read Social Media Trends to Win Lebaran 2026
How to Read Social Media Trends to Win Lebaran 2026
Ramadan 2026 runs Feb 19–Mar 20 in Indonesia. Learn how to mine TikTok comments, Shopee reviews, and hashtag trends to find the most in-demand Lebaran fashion products before your competitors do.
Ramadan 2026 in Indonesia runs from February 19 to M…
Original Research
AVOW
· Original study ↗
Methodology
Cited from AVOW report on Ramadan mobile audience
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Indonesia shopping apps: 11% shopping app session growth rate. Source: AVOW (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shopping-app-sessions-surge-ramadan-indonesia
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<blockquote cite="https://lighthousedata.io/data/shopping-app-sessions-surge-ramadan-indonesia" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>11%</strong> -- shopping app session growth rate for Indonesia shopping apps<br><small>Source: AVOW (2026) · <a href="https://lighthousedata.io/data/shopping-app-sessions-surge-ramadan-indonesia" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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