B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
7%
7% -- share of e commerce traffic from product recommendations for e-commerce sector (2025)
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
7%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Salesforce Research
Primary
Tier B
https://im4udma.com/blog/how-to-use-ai-in-personalized-marketing/ ↗
Source Article
Strategy to use AI in personalized marketing - iM4U digital agency
How to use AI in personalized marketing?
Artificial Intelligence has revolutionized many industries and marketing is no exception. Today, over 80% of industry experts are incorporating AI into their online marketing strategies, driving growth and efficiency. One of the most exciting applications is …
Original Research
Salesforce Research
· Original study ↗
Methodology
Cited from Salesforce Research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
e-commerce sector: 7% share of e commerce traffic from product recommendations. Source: Salesforce Research (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/product-recommendations-traffic-share
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<blockquote cite="https://lighthousedata.io/data/product-recommendations-traffic-share" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>7%</strong> -- share of e commerce traffic from product recommendations for e-commerce sector<br><small>Source: Salesforce Research (2025) · <a href="https://lighthousedata.io/data/product-recommendations-traffic-share" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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