B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
75%
75% -- share of product data from google shopping feeds for ChatGPT Shopping (2026)
75% of ChatGPT Shopping's product data comes from Google Shopping feeds.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
75%
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/gmc-disapprovals-ai-visibility/ ↗
Source Article
Your GMC Disapprovals Are Killing Your ChatGPT Visibility
Original Research
alhena.ai
· Original study ↗
Methodology
Vendor blog claim; original source not named
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ChatGPT Shopping: 75% share of product data from google shopping feeds. Source: alhena.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-product-data-google-shopping-feeds
HTML Embed
<blockquote cite="https://lighthousedata.io/data/chatgpt-product-data-google-shopping-feeds" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75%</strong> -- share of product data from google shopping feeds for ChatGPT Shopping<br><small>Source: alhena.ai (2026) · <a href="https://lighthousedata.io/data/chatgpt-product-data-google-shopping-feeds" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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