B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
24%
24% -- consumer preference uplift for smart products using adaptive AI algorithms (2026)
Up to 24% more people prefer smart products that use adaptive AI algorithms compared to those that do not.
- Applies up to 24%
- Does not hold when the product is simple (e.g., electric toothbrush)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
24%
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
Science Says
Primary
Tier B
https://app.sciencesays.com/p/when-ai-powered-makes-products-better ↗
Source Article
When ‘AI
Original Research
Science Says
· Original study ↗
Methodology
Academic consumer research summarized by Science Says; preference comparison between AI-powered and non-AI products; effect does not hold for simple products (e.g. electric toothbrush)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
smart products using adaptive AI algorithms: 24% consumer preference uplift. Source: Science Says (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-powered-smart-product-preference-24pct
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<blockquote cite="https://lighthousedata.io/data/ai-powered-smart-product-preference-24pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>24%</strong> -- consumer preference uplift for smart products using adaptive AI algorithms<br><small>Source: Science Says (2026) · <a href="https://lighthousedata.io/data/ai-powered-smart-product-preference-24pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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