B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
20%
20% -- roi improvement from ai predictive analytics for businesses using AI-powered predictive analytics (2026)
AI-powered predictive analytics increases ROI by an average of 20% for businesses that adopt it.
Attribution:
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Lighthouse Research Team
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Source verified
Evidence graded
Value
20%
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
eMarketer
Primary
Tier C
https://ppcgrowthstudio.com/marketing-tech-2026-strategy-for-2-5x-roas/ ↗
Source Article
2026 Marketing Tech: 2.5x ROAS with AI & CDPs
Key Takeaways
- Marketers who prioritize advanced audience segmentation techniques see a 2.5x higher return on ad spend compared to those using basic demographic targeting.
- Adopting AI-powered predictive analytics for campaign optimization can reduce customer acquisition costs by an average of 15-…
Original Research
eMarketer
· Original study ↗
Methodology
Attributed to a 2026 eMarketer analysis
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
businesses using AI-powered predictive analytics: 20% roi improvement from ai predictive analytics. Source: eMarketer (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-predictive-analytics-roi-boost-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-predictive-analytics-roi-boost-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- roi improvement from ai predictive analytics for businesses using AI-powered predictive analytics<br><small>Source: eMarketer (2026) · <a href="https://lighthousedata.io/data/ai-predictive-analytics-roi-boost-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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