B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
71%
71% -- share of ai attributed purchases from niche categories for AI-attributed purchases (2026)
71% of AI-attributed purchases come from niche categories.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
71%
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
ambaum.com
Primary
Tier C
https://ambaum.com/insights/google-universal-cart-shopify-merchants ↗
Source Article
Ambaum Insights | Google Universal Cart: What Shopify Merchants Need to Know
Original Research
ambaum.com
· Original study ↗
Methodology
Cited by Ambaum; original source not identified
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-attributed purchases: 71% share of ai attributed purchases from niche categories. Source: ambaum.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-attributed-purchases-niche-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-attributed-purchases-niche-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>71%</strong> -- share of ai attributed purchases from niche categories for AI-attributed purchases<br><small>Source: ambaum.com (2026) · <a href="https://lighthousedata.io/data/ai-attributed-purchases-niche-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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