B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
69%
69% -- respondents preferring shopee live for live shopping for Shopee Live Indonesia (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
69%
Unit
Percentage
Data Vintage
2025
Entity
Geography
ID
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
katalis.ai
Primary
Tier C
https://katalis.ai/blog/how-indonesian-msmes-can-scale-shopee-sales-with-digital-strategy-and-ai ↗
Source Article
How MSMEs Can Grow Sales on Shopee with AI
How Indonesian MSMEs Can Use Shopee to Drive Digital Sales Growth
Micro, Small, and Medium Enterprises (MSMEs) are the backbone of Indonesia’s economy. They not only generate employment but also play a crucial role in income distribution, local innovation, and regional economic resilience. According…
Original Research
katalis.ai
· Original study ↗
Methodology
Survey cited by Katalis.ai; original publisher not named
Methodology documented
Segmentation
IndustryRetail
RegionID
Channelevents
Cite this stat
Plain Text
Shopee Live Indonesia: 69% respondents preferring shopee live for live shopping. Source: katalis.ai (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shopee-live-preferred-platform-69
HTML Embed
<blockquote cite="https://lighthousedata.io/data/shopee-live-preferred-platform-69" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>69%</strong> -- respondents preferring shopee live for live shopping for Shopee Live Indonesia<br><small>Source: katalis.ai (2025) · <a href="https://lighthousedata.io/data/shopee-live-preferred-platform-69" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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