B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
75.81%
75.81% -- pdp derived offer share feed integrated merchants for ChatGPT shopping (feed-integrated merchants) (2026-06)
75.81% of ChatGPT shopping offers for merchants with integrated product feeds are still derived from web PDPs.
- Data represents an observational 30-day snapshot in June 2026
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
75.81%
Unit
Percentage
Data Vintage
2026-06
Entity
Sample Size
150
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Profound
Primary
Tier A
https://www.tryprofound.com/blog/chatgpt-shopping-deep-dive ↗
Source Article
What ChatGPT actually looks for and how to get your products cited higher in AI Shopping
How users shop online has transformed in recent years, from discovery to comparison to purchase, and this behavior change can largely be attributed to AI Shopping. When a user asks ChatGPT a question and shopping mode is triggered, typically 3 to 5 products are ranked and recommended in carousel for…
Original Research
Profound
· Original study ↗
Methodology
Across 150 unique merchants with product feeds integrated with ChatGPT, month-long snapshot
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ChatGPT shopping (feed-integrated merchants): 75.81% pdp derived offer share feed integrated merchants. Source: Profound (2026-06). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-pdp-offer-share-feed-merchants-2026
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<blockquote cite="https://lighthousedata.io/data/chatgpt-pdp-offer-share-feed-merchants-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75.81%</strong> -- pdp derived offer share feed integrated merchants for ChatGPT shopping (feed-integrated merchants)<br><small>Source: Profound (2026-06) · <a href="https://lighthousedata.io/data/chatgpt-pdp-offer-share-feed-merchants-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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