B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
66%
66% -- machine readable content share for US retail product pages (Q2 2026)
Product pages on retail websites scored an average of 66% for machine-readable content share.
- Figures represent average scores for retail sites, not individual brands
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
66%
Unit
Percentage
Data Vintage
Q2 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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Adobe
Primary
Tier B
https://www.darkroomagency.com/observatory/what-is-geo-generative-engine-optimization ↗
Source Article
Generative Engine Optimization for Ecommerce | Darkroom
AI SEARCH
Generative Engine Optimization for Ecommerce: How Products Get Cited by AI in 2026
Written by Darkroom leardership
Time to read: 15 minutes
Last update: August 18. 2026
The process of optimizing a generative engine for e-commerce involves organizing product data so that AI assistants recom…
Original Research
Adobe
· Original study ↗
Methodology
Adobe 2026 Q2 AI Traffic Report; average scores for retail sites, not individual brands
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US retail product pages: 66% machine readable content share. Source: Adobe (Q2 2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/product-page-machine-readable-content-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/product-page-machine-readable-content-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>66%</strong> -- machine readable content share for US retail product pages<br><small>Source: Adobe (Q2 2026) · <a href="https://lighthousedata.io/data/product-page-machine-readable-content-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.