B Evidence Grade B Graded under review Safe to Cite Current

30%

30% -- conversion lift for AI-driven programmatic advertising campaigns (2026)

2026  · Medium

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Attribution: Medium View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2026
Entity
AI-driven programmatic advertising campaigns
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

64/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Medium Primary Tier C
https://aiboost.co.uk/ai‑driven-programmatic-advertising-unlocking-efficiency-and-precision-… ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
AI‑Driven Programmatic Advertising: Unlocking Efficiency
Original Research
Medium · Original study ↗

Case study data cited from medium.com

Methodology documented
Industrymarketing
Plain Text
AI-driven programmatic advertising campaigns: 30% conversion lift. Source: Medium (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-programmatic-conversion-lift
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-programmatic-conversion-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- conversion lift for AI-driven programmatic advertising campaigns<br><small>Source: Medium (2026) · <a href="https://lighthousedata.io/data/ai-programmatic-conversion-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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