B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
31%
31% -- ugc share generated by ambassadors for Hot Topic (Q4 2025)
Hot Topic ambassadors generated 31% of all UGC during November and December flash sale campaigns.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
31%
Unit
Percentage
Data Vintage
Q4 2025
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
LoudCrowd
Primary
Tier A
https://loudcrowd.com/case-studies/hot-topic/ ↗
Source Article
How Hot Topic Drove a 10–12% AOV Lift With Seasonal Flash Campaigns — LoudCrowd
How Hot Topic Drove a 10–12% AOV Lift With Seasonal Flash Campaigns
Over the course of just four months, this program has demonstrated the power of creator-led engagement and authentic connection within niche communities. We're excited to scale it significantly in 2026.
Context
Hot Topic is a leadin…
Original Research
LoudCrowd
· Original study ↗
Methodology
Vendor case study of ambassador program during November and December flash campaigns.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Hot Topic: 31% ugc share generated by ambassadors. Source: LoudCrowd (Q4 2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/hot-topic-ambassador-ugc-share
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<blockquote cite="https://lighthousedata.io/data/hot-topic-ambassador-ugc-share" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>31%</strong> -- ugc share generated by ambassadors for Hot Topic<br><small>Source: LoudCrowd (Q4 2025) · <a href="https://lighthousedata.io/data/hot-topic-ambassador-ugc-share" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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