B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
$272,000,000,000
$272,000,000,000 -- ai influenced retail sales for global retail sector (2025)
Salesforce estimated that AI influenced $272 billion in global retail sales during the most recent holiday season.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
$272,000,000,000
Unit
Currency Usd
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Source
Salesforce
Primary
Tier B
https://alhena.ai/blog/agentic-commerce-chatgpt-gemini-playbook/ ↗
Source Article
Agentic Commerce: Your Playbook for ChatGPT & Gemini
Original Research
Salesforce
· Original study ↗
Methodology
Salesforce estimate for most recent holiday season
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
global retail sector: $272,000,000,000 ai influenced retail sales. Source: Salesforce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-influenced-retail-sales-272b
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-influenced-retail-sales-272b" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$272,000,000,000</strong> -- ai influenced retail sales for global retail sector<br><small>Source: Salesforce (2025) · <a href="https://lighthousedata.io/data/ai-influenced-retail-sales-272b" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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