B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
70%
70% -- spending increase for consumers (2023)
Around 70% of consumers tend to spend more with companies offering personalized and seamless customer experiences.
- Approximation stated as 'Around 70%'
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
70%
Unit
Percentage
Data Vintage
2023
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
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
79
Source
WeSupply Labs
Primary
Tier A
https://wesupplylabs.com/boost-ecommerce-profit-margin-10-effective-strategies/ ↗
Source Article
Boost eCommerce Profit Margin: 10 Effective Strategies
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Original Research
WeSupply Labs
· Original study ↗
Methodology
Around 70% of consumers tend to spend more with companies that offer personalized experiences.
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
consumers: 70% spending increase. Source: WeSupply Labs (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/personalization-spending-increase-2023
HTML Embed
<blockquote cite="https://lighthousedata.io/data/personalization-spending-increase-2023" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>70%</strong> -- spending increase for consumers<br><small>Source: WeSupply Labs (2023) · <a href="https://lighthousedata.io/data/personalization-spending-increase-2023" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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