B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
81%
81% -- shoppers ignoring unpersonalized messages for global shoppers (2025)
81% of shoppers ignore spray-and-pray unpersonalized messages altogether.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
81%
Unit
Percentage
Data Vintage
2025
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
funnelflex.ai
Primary
Tier C
https://funnelflex.ai/conversion-rate-optimization-best-practices/ ↗
Source Article
2025 Conversion Rate Optimization Best Practices – AI Personalization Strategies
CRO Best Practices 2025 – AI & Website Personalization Tools
Quick Takeaways
- Conversion rate optimization in 2025 is less about hacks and more about a systematic, data-first mindset that prizes small, incremental improvements over one-off redesigns.
- Decluttered layouts and a single, benefit-driv…
Original Research
funnelflex.ai
· Original study ↗
Methodology
Recent global survey, source unnamed
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
global shoppers: 81% shoppers ignoring unpersonalized messages. Source: funnelflex.ai (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ignore-generic-messages-81pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ignore-generic-messages-81pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>81%</strong> -- shoppers ignoring unpersonalized messages for global shoppers<br><small>Source: funnelflex.ai (2025) · <a href="https://lighthousedata.io/data/ignore-generic-messages-81pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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