B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
70%
70% -- chatgpt first place ranking rate for Unnamed US retailer's category listings in ChatGPT results (marketplace expansion scenario) (2026)
A Mirakl study with a US retailer found that marketplace expansion resulted in a first-place ranking in ChatGPT results 70% of the time within their category.
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Lighthouse Research Team
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Source verified
Evidence graded
Value
70%
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Mirakl
Primary
Tier A
https://www.mirakl.com/blogs/agentic-commerce/how-myer-is-winning-in-the-agentic-commerce-era-key-in… ↗
Source Article
How Myer is winning in the Agentic commerce era: Key insights from NRF APAC 2026 – Mirakl
In September 2024, the website of Australia’s largest department store retailer Myer (opens in a new tab) was receiving virtually no traffic from Large Language Models (LLMs). By April 2025, LLM-driven visits were appearing on a weekly basis. Fast-forward to April 2026, that number has grown at a pa…
Original Research
Mirakl
· Original study ↗
Methodology
Same Mirakl study with a US retailer; share of the time the retailer ranked first in ChatGPT category results with marketplace expansion
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Unnamed US retailer's category listings in ChatGPT results (marketplace expansion scenario): 70% chatgpt first place ranking rate. Source: Mirakl (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/us-retailer-chatgpt-first-place-ranking-rate
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<blockquote cite="https://lighthousedata.io/data/us-retailer-chatgpt-first-place-ranking-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>70%</strong> -- chatgpt first place ranking rate for Unnamed US retailer's category listings in ChatGPT results (marketplace expansion scenario)<br><small>Source: Mirakl (2026) · <a href="https://lighthousedata.io/data/us-retailer-chatgpt-first-place-ranking-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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