C
Evidence Grade C
Graded
accuracy verified by the review judge
Use with Hedging
Dated
94%
94% -- cart abandonment rate mobile for Mobile device cart abandonment rate (Q1 2021)
In the US during Q1 2021, 94.0% of ecommerce baskets created on a mobile device were abandoned.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
94%
Unit
Percentage
Data Vintage
Q1 2021
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.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
90
Citation Chain
90
Independence
30
Methodology
45
Freshness
86
Source
Insider Intelligence
Primary
Tier A
https://www.insiderintelligence.com/content/sezzle-helps-klaviyo-fight-cart-abandonment-but-may-stir… ↗
Source Article
Sezzle helps Klaviyo fight cart abandonment—but may stir up backlash in the process
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Original Research
Insider Intelligence
· Original study ↗
Methodology
Data collected from ecommerce transactions
Methodology documented
Segmentation
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Cite this stat
Suggested hedging: According to limited, single-source data, based on claims without stated methodology, using potentially outdated figures, with unverified sample sizes...
Plain Text
Mobile device cart abandonment rate: 94% cart abandonment rate mobile. Source: Insider Intelligence (Q1 2021). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cart-abandonment-rate-mobile-q1-2021
HTML Embed
<blockquote cite="https://lighthousedata.io/data/cart-abandonment-rate-mobile-q1-2021" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>94%</strong> -- cart abandonment rate mobile for Mobile device cart abandonment rate<br><small>Source: Insider Intelligence (Q1 2021) · <a href="https://lighthousedata.io/data/cart-abandonment-rate-mobile-q1-2021" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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