B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
41%
41% -- revenue lift for AI-driven email personalization (2026)
Bloomreach reports a 41% lift in revenue from AI-driven email personalization.
- Reported by Bloomreach; generalized benchmark figure
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
41%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Bloomreach
Primary
Tier B
https://marketingwithdave.com/how-marketers-are-measuring-ai-roi-and-where-they-struggle/ ↗
Source Article
How Marketers Are Measuring AI ROI and Where They Struggle | Marketing with Dave
Last updated April 2026
Challenges in Measuring AI ROI
Marketers report intense pressure to prove AI’s value even as traditional metrics fall short. In fact, a recent survey found 95% of marketing leaders feel pressure to demonstrate ROI. Yet AI’s benefits often lie in efficiency gains or long-term …
Original Research
Bloomreach
· Original study ↗
Methodology
Bloomreach reported figure cited in article
Methodology documented
Segmentation
IndustryAll
RoleAll marketers
Channelemail
Cite this stat
Plain Text
AI-driven email personalization: 41% revenue lift. Source: Bloomreach (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-email-personalization-revenue-lift
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-email-personalization-revenue-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>41%</strong> -- revenue lift for AI-driven email personalization<br><small>Source: Bloomreach (2026) · <a href="https://lighthousedata.io/data/ai-email-personalization-revenue-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.