B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
94%
94% -- share of purchases captured for products rated four stars or above (2026)
Products rated four stars or above capture 94% of purchases.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
94%
Unit
Percentage
Data Vintage
2026
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
alhena.ai
Primary
Tier C
https://alhena.ai/blog/rich-product-cards-ai-chat-visual-commerce/ ↗
Source Article
Rich Product Cards in AI Chat Beat Text
Original Research
alhena.ai
· Original study ↗
Methodology
Vendor-cited figure, original study unnamed
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
products rated four stars or above: 94% share of purchases captured. Source: alhena.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/four-star-products-94-purchases
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<blockquote cite="https://lighthousedata.io/data/four-star-products-94-purchases" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>94%</strong> -- share of purchases captured for products rated four stars or above<br><small>Source: alhena.ai (2026) · <a href="https://lighthousedata.io/data/four-star-products-94-purchases" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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