B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
60%
60% -- purchase completion likelihood lift for Amazon customers who engage with Rufus (2025)
Amazon customers who interact with the Rufus shopping assistant are over 60% more likely to complete a purchase.
- Reported as 'over 60% more likely'
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
60%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Amazon
Primary
Tier C
https://h-haboubi.com/blog/ecommerce/ai-shopping-agents-ecommerce/ ↗
Source Article
AI Shopping Agents Ecommerce: The Complete 2026 Guide to Agentic Commerce, Protocols, and How to Get Your Store Ready
AI Shopping Agents Ecommerce: The Complete 2026 Guide to Agentic Commerce, Protocols, and How to Get Your Store Ready
Imagine a customer asking ChatGPT, “Find me the best abaya under 300 SAR with fast delivery in Riyadh,” and an AI shopping agent instantly searches product catalogs, compares prices …
Original Research
Amazon
· Original study ↗
Methodology
Reported as 'over 60% more likely'; value shown is the stated lower bound.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Amazon customers who engage with Rufus: 60% purchase completion likelihood lift. Source: Amazon (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/amazon-rufus-purchase-likelihood-lift
HTML Embed
<blockquote cite="https://lighthousedata.io/data/amazon-rufus-purchase-likelihood-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- purchase completion likelihood lift for Amazon customers who engage with Rufus<br><small>Source: Amazon (2025) · <a href="https://lighthousedata.io/data/amazon-rufus-purchase-likelihood-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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