B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
2.5%
2.5% -- personalization app adoption rate for Shopify stores (2026)
Only 2.5% of Shopify stores run a personalization app at all.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
2.5%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
232,000
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
StoreInspect
Primary
Tier C
https://relevantbits.com/blogs/signals-and-sections/shopify-personalization-app-comparison-how-to-ch… ↗
Source Article
Shopify Personalization App Comparison: How to Choose (2026)
Choosing a personalization app for Shopify is harder than it should be. The category is crowded, the marketing is interchangeable, and most comparison articles lump three completely different kinds of software into one list without telling you which is which.
This guide breaks down the six apps actu…
Original Research
StoreInspect
· Original study ↗
Methodology
StoreInspect study of 232K Shopify stores, cited by Relevant Bits
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Shopify stores: 2.5% personalization app adoption rate. Source: StoreInspect (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shopify-stores-personalization-app-adoption-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/shopify-stores-personalization-app-adoption-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>2.5%</strong> -- personalization app adoption rate for Shopify stores<br><small>Source: StoreInspect (2026) · <a href="https://lighthousedata.io/data/shopify-stores-personalization-app-adoption-2026" 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.