B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
17%
17% -- ai influenced order share for 2025 holiday orders (2025)
17% of all 2025 holiday orders were influenced by AI agents according to Salesforce.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
17%
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
75
Source Trust
60
Citation Chain
60
Independence
30
Methodology
45
Freshness
95
Source
Salesforce
Primary
Tier B
https://nicolaziady.com/best-aeo-geo-monitoring-tools-marketers/ ↗
Source Article
Best AEO and GEO Monitoring Tools for Marketers 2026 - Nicola Ziady
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Original Research
Salesforce
· Original study ↗
Methodology
Salesforce data cited via NoGood
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
2025 holiday orders: 17% ai influenced order share. Source: Salesforce (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-influenced-holiday-orders-2025
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<blockquote cite="https://lighthousedata.io/data/ai-influenced-holiday-orders-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>17%</strong> -- ai influenced order share for 2025 holiday orders<br><small>Source: Salesforce (2025) · <a href="https://lighthousedata.io/data/ai-influenced-holiday-orders-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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