C
Evidence Grade C
Graded
accuracy verified by the review judge
Use with Hedging
Current
69.82%
69.82% -- cart abandonment rate for e-commerce (2026)
The average cart abandonment rate across e-commerce is 69.82%.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
69.82%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive -- corroborate before citing in formal research.
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
79
Sources (37)
Ryze AI
Primary
Tier A
https://www.get-ryze.ai/blog/best-shopify-cro-apps-compared-2026 ↗
Source Article
Best Shopify CRO Apps Compared (2026) — 15 Tools Tested
CRO & AI Citation
Best Shopify CRO Apps Compared (2026) — 15 Conversion Tools Ranked
The best Shopify CRO apps compared 2026 shows Intelligems leading A/B testing (9.2/10), VWO dominating enterprise optimization (9.0/10), and ReConvert excelling at post-purchase upsells (8.8/10). We tested 15 conver…
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Original Research
Ryze AI
· Original study ↗
Methodology
Average cart abandonment rate across e-commerce.
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2015 | 38% | |
| 2026 (current) | 69.82% | +83.7% |
Segmentation
Channelcommon_crawl
Cite this stat
Suggested hedging: According to limited, single-source data, with unverified sample sizes...
Plain Text
e-commerce: 69.82% cart abandonment rate. Source: Ryze AI (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cart-abandonment-rate-ecommerce-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/cart-abandonment-rate-ecommerce-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>69.82%</strong> -- cart abandonment rate for e-commerce<br><small>Source: Ryze AI (2026) · <a href="https://lighthousedata.io/data/cart-abandonment-rate-ecommerce-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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