B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
35%
35% -- program effectiveness uplift for AI-driven loyalty program personalization (2026)
AI-driven personalization boosts loyalty program effectiveness by 35% to 47%.
- Reported as a range of 35% to 47%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
35%
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
rewardport.in
Primary
Tier C
https://rewardport.in/what-rewards-do-indian-consumers-value-most-in-2026-insights-and-strategies-fr… ↗
Source Article
What Rewards Do Indian Consumers Value Most in 2026? Insights and Strategies from RewardPort
Discover the top rewards Indian consumers value in 2026, from cashback to experiential and green rewards, and how RewardPort drives engagement.
What Rewards Do Indian Consumers Value Most in 2026? Insights and Strategies from RewardPort
Indian consumers in 2026 seek rewards that combine personalizat…
Original Research
rewardport.in
· Original study ↗
Methodology
Range 35-47%, midpoint reported
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-driven loyalty program personalization: 35% program effectiveness uplift. Source: rewardport.in (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-personalization-loyalty-boost
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-personalization-loyalty-boost" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>35%</strong> -- program effectiveness uplift for AI-driven loyalty program personalization<br><small>Source: rewardport.in (2026) · <a href="https://lighthousedata.io/data/ai-personalization-loyalty-boost" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.