B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
17%
17% -- roi lift for AI-optimized programmatic ads (2026)
AI-optimized programmatic ads achieve 17% better ROI on average compared to non-optimized campaigns.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
17%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
getviralseo.com
Primary
Tier C
https://getviralseo.com/articles/programmatic-advertising-the-beginner-s-guide-that-actually-makes-s… ↗
Source Article
Programmatic Advertising: The Beginner's Guide That Actually Makes Sense - Viral SEO | Boost Your Organic Traffic
Programmatic Advertising: The Beginner's Guide That Actually Makes Sense
Every time you visit a website and see a banner ad, something remarkable happens in the background.
In less than 100 milliseconds, an automated auction takes place. Dozens of companies bid against each other for the right to sh…
Original Research
getviralseo.com
· Original study ↗
Methodology
vs non-optimized campaigns
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-optimized programmatic ads: 17% roi lift. Source: getviralseo.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-optimized-roi-lift
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<blockquote cite="https://lighthousedata.io/data/ai-optimized-roi-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>17%</strong> -- roi lift for AI-optimized programmatic ads<br><small>Source: getviralseo.com (2026) · <a href="https://lighthousedata.io/data/ai-optimized-roi-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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