B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
20%
20% -- revenue per session lift for AI-personalized category pages (e-commerce) (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
20%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Blank Slate Digital
Primary
Tier B
https://blankslatedigital.co.uk/blog/artificial-intelligence/ai-for-ecommerce/ ↗
Source Article
AI in E-Commerce 2025 Guide - Top Tools, Trends & Real Results
Online shoppers no longer settle for one-size-fits-all storefronts. Sorry to say it, but your default Shopify theme will soon give the ick…
In a world where Netflix predicts your next binge and Spotify curates playlists you didn’t know you needed, static product grids and generic category pages just…
Original Research
Blank Slate Digital
· Original study ↗
Methodology
Claimed from clickstream-based re-ranking platforms (Constructor, Hullabalook); upper bound
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-personalized category pages (e-commerce): 20% revenue per session lift. Source: Blank Slate Digital (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-category-pages-revenue-per-session-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-category-pages-revenue-per-session-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>20%</strong> -- revenue per session lift for AI-personalized category pages (e-commerce)<br><small>Source: Blank Slate Digital (2025) · <a href="https://lighthousedata.io/data/ai-category-pages-revenue-per-session-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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