B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
12%
12% -- checkout abandonment increase for Shopify stores (2025)
Shopify store checkout abandonment increases by nearly 12% during peak holiday traffic periods.
- Source states 'nearly 12%'
Attribution:
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Lighthouse Research Team
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Evidence graded
Value
12%
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
Littledata
Primary
Tier C
https://www.wgentech.com/growth-hacks/shopify-store-examples/ ↗
Source Article
Shopify Store Examples and Benchmarks: The Hidden Gaps that Decide Holiday Profit - Wgentech
Every holiday season tests Shopify stores in ways that go far beyond marketing. In this guide, we explore real Shopify store examples to see how leading brands perform when holiday traffic peaks.
Traffic surges, checkout queues stretch, and automation stacks either hold or break.
While most merchant…
Original Research
Littledata
· Original study ↗
Methodology
Littledata 2025, as cited by Wgentech
Methodology documented
Segmentation
Industrymarketing
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Plain Text
Shopify stores: 12% checkout abandonment increase. Source: Littledata (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/checkout-abandonment-increase-bfcm
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<blockquote cite="https://lighthousedata.io/data/checkout-abandonment-increase-bfcm" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- checkout abandonment increase for Shopify stores<br><small>Source: Littledata (2025) · <a href="https://lighthousedata.io/data/checkout-abandonment-increase-bfcm" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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