B
Evidence Grade B
Graded
under review
Safe to Cite
Recent
15%
15% -- sales increase for Shopify merchants using AI tools (2025)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
15%
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
replen.it
Primary
Tier C
https://replen.it/blog/in-house-vs-ai-powered-replenishment-reminders ↗
Source Article
In-House vs. AI-Powered Replenishment Reminders
Why Building Your Own Solution Could Cost More Than You Think
Building your own replenishment reminder system might seem appealing, but it often costs more than using AI-powered solutions – and takes longer to deliver results. AI platforms offer faster deployment, lower long-term costs, and better s…
Original Research
replen.it
· Original study ↗
Methodology
Cited merchant reports [6]
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Shopify merchants using AI tools: 15% sales increase. Source: replen.it (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shopify-ai-sales-increase
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<blockquote cite="https://lighthousedata.io/data/shopify-ai-sales-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>15%</strong> -- sales increase for Shopify merchants using AI tools<br><small>Source: replen.it (2025) · <a href="https://lighthousedata.io/data/shopify-ai-sales-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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