B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
4%
4% -- b2c sales volume increase for Ferrari F1 personalized video campaign (2025)
Ferrari F1 personalized video campaign generated a 4% increase in B2C sales volume.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
4%
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
20
Independence
30
Methodology
45
Freshness
95
Source
Seen
Primary
Tier B
https://seen.io/product ↗
Source Article
AI video that shows up in the revenue line | Seen
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Original Research
Seen
· Original study ↗
Methodology
Vendor case study
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Ferrari F1 personalized video campaign: 4% b2c sales volume increase. Source: Seen (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ferrari-4pct-b2c-sales-increase
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<blockquote cite="https://lighthousedata.io/data/ferrari-4pct-b2c-sales-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>4%</strong> -- b2c sales volume increase for Ferrari F1 personalized video campaign<br><small>Source: Seen (2025) · <a href="https://lighthousedata.io/data/ferrari-4pct-b2c-sales-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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