B
Evidence Grade B
Safe to Cite
Current
15%
15% -- conversion rate increase for Companies using AI-driven personalization (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
15%
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.
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
83
Sources (2)
Netguru
Primary
Tier A
https://www.letstalkshop.com/blog/shopify-ai-vs-third-party-ai-apps-comparison ↗
Source Article
Shopify AI vs Third-Party AI Apps Comparison (2026)
The AI Stack Decision Every Shopify Merchant Faces
Shopify's Winter '26 Edition shipped over 150 AI-powered updates, making its native AI suite the most capable it has ever been. At the same time, the Shopify App Store now lists hundreds of third-party AI apps across personalization, customer servic…
Also cited by
2026-08-11
Original Research
Netguru
· Original study ↗
Methodology
Netguru's analysis of AI ecommerce personalization
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
Companies using AI-driven personalization: 15% conversion rate increase. Source: Netguru (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-driven-personalization-conversion-rate-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-driven-personalization-conversion-rate-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- conversion rate increase for Companies using AI-driven personalization<br><small>Source: Netguru (2026) · <a href="https://lighthousedata.io/data/ai-driven-personalization-conversion-rate-2026" 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.