B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
12 hours
12 hours -- weekly time saved for E-commerce email programs using AI features (2025)
Implementing AI workflows in an e-commerce email marketing program saves an estimated 12 to 20 hours per week.
- Estimated aggregate impact based on practical implementation across various AI email marketing workflows
- Presented as a range of 12-20 hours saved per week
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
12 hours
Unit
Duration Hours
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
35
Freshness
95
Source
Excelsior Hunt (excelohunt.com)
Primary
Tier B
https://www.excelohunt.com/blog/ai-email-marketing-ecommerce/ ↗
Source Article
AI in Email Marketing: Practical Applications for E-Commerce Brands in 2025
AI in Email Marketing: Practical Applications for E-Commerce Brands in 2025
Everyone is talking about AI in email marketing. Most of them are selling you hype. “AI will write all your emails!” “AI will replace your marketing team!” “AI-powered 10x revenue growth!”
Here’s the reality: AI is a tool, n…
Original Research
Excelsior Hunt (excelohunt.com)
· Original study ↗
Methodology
Vendor's aggregate estimate across AI email workflows; range midpoint reported
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
E-commerce email programs using AI features: 12 hours weekly time saved. Source: Excelsior Hunt (excelohunt.com) (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-email-workflow-time-savings
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-email-workflow-time-savings" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12 hours</strong> -- weekly time saved for E-commerce email programs using AI features<br><small>Source: Excelsior Hunt (excelohunt.com) (2025) · <a href="https://lighthousedata.io/data/ai-email-workflow-time-savings" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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