B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

66%

66% -- share of frustrated shoppers defecting to amazon for frustrated ecommerce shoppers (2025)

2025  · Constructor

66% of frustrated shoppers who frequently reformulate queries defect straight to Amazon.

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Attribution: Constructor View source
Lighthouse Research Team
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Source verified Evidence graded
Value
66%
Unit
Percentage
Data Vintage
2025
Entity
frustrated ecommerce shoppers
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Constructor Primary Tier B
https://alhena.ai/blog/ecommerce-discovery-gap-ai-search-chat-recommendations/ ↗
Confidence: 53/100 Vintage: 2025 Channel: Common Crawl
Source Article
Why 72% of Shoppers Leave Without Finding What They Want
Original Research
Constructor · Original study ↗

Constructor's 2025 State of Ecommerce report

Methodology documented
Industrymarketing
Plain Text
frustrated ecommerce shoppers: 66% share of frustrated shoppers defecting to amazon. Source: Constructor (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/frustrated-shoppers-defect-amazon
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<blockquote cite="https://lighthousedata.io/data/frustrated-shoppers-defect-amazon" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>66%</strong> -- share of frustrated shoppers defecting to amazon for frustrated ecommerce shoppers<br><small>Source: Constructor (2025) · <a href="https://lighthousedata.io/data/frustrated-shoppers-defect-amazon" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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