B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
77%
77% -- checkout abandonment rate for ChatGPT checkout (OpenAI shopping agent experiment) (2025)
ChatGPT's checkout experiment experienced a 77% abandonment rate.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
77%
Unit
Percentage
Data Vintage
2025
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
analytics-agent.app
Primary
Tier C
https://analytics-agent.app/resources/shopify-checkout-optimization/ ↗
Source Article
Shopify Checkout Optimization: Data-Driven Conversion Guide | Analytics Agent
Your checkout is the final gate between a browsing session and revenue. Every friction point here costs real money.
Consider the math: a store with 5,000 monthly begin_checkout events and a 45% checkout completion rate generates 2,250 orders. Improving that completion rate to 50% adds 250 orders per…
Original Research
analytics-agent.app
· Original study ↗
Methodology
Abandonment rate in ChatGPT's own checkout experiment as cited in the article; original data publisher not fully identified
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ChatGPT checkout (OpenAI shopping agent experiment): 77% checkout abandonment rate. Source: analytics-agent.app (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-checkout-abandonment-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/chatgpt-checkout-abandonment-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>77%</strong> -- checkout abandonment rate for ChatGPT checkout (OpenAI shopping agent experiment)<br><small>Source: analytics-agent.app (2025) · <a href="https://lighthousedata.io/data/chatgpt-checkout-abandonment-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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