B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
30%
30% -- q4 share of annual revenue for eCommerce brands (2025)
For many eCommerce brands, Q4 accounts for more than 30% of total annual revenue.
- Applies to 'many brands' rather than an all-industry average
- Source states 'more than 30%'
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
30%
Unit
Percentage
Data Vintage
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Labyrinth Digital
Primary
Tier C
https://labyrinth.digital/q4-holiday-marketing-playbook/ ↗
Source Article
Q4 Holiday Marketing Playbook for eCommerce Brands
The holiday season is the Super Bowl of eCommerce—and planning ahead is the only way to win. Brands that take a proactive approach to their Q4 strategy are the ones that drive more revenue, build loyalty, and avoid burnout.
In fact, 56% of consumers begin their holiday shopping before November, and …
Original Research
Labyrinth Digital
· Original study ↗
Methodology
Stated as 'more than 30%' for many brands; original source not named
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
eCommerce brands: 30% q4 share of annual revenue. Source: Labyrinth Digital (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/q4-share-annual-revenue-ecommerce
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<blockquote cite="https://lighthousedata.io/data/q4-share-annual-revenue-ecommerce" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- q4 share of annual revenue for eCommerce brands<br><small>Source: Labyrinth Digital (2025) · <a href="https://lighthousedata.io/data/q4-share-annual-revenue-ecommerce" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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