C
Evidence Grade C
Graded
accuracy verified by the review judge
Use with Hedging
Recent
12.3%
12.3% -- conversion rate for ecommerce shoppers engaging with AI chat (2025)
12.3% of ecommerce shoppers who engaged with AI chat made a purchase.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
12.3%
Unit
Percentage
Data Vintage
2025
Entity
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive -- corroborate before citing in formal research.
Score breakdown
Extraction
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
75
Sources (6)
Rep AI
Primary
Tier A
https://www.bolddesk.com/blogs/ai-agents-for-ecommerce-revenue-growth ↗
Source Article
AI Agents for Ecommerce: How to Increase Revenue in 6 Months
TL;DR: AI agents for ecommerce can increase revenue by automating high-impact customer interactions across the buying journey. They respond instantly, guide customer decisions, and personalize experiences at scale. This helps convert more visitors, increase repeat purchases, and improve overall effi…
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https://bestleadgenerationsoftware.com/blog/chatbot-lead-generation-guide
2026-09-28
2026-09-29
2026-09-29
Original Research
Rep AI
· Original study ↗
Methodology
Rep AI’s 2025 ecommerce shopper behavior report
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Suggested hedging: According to limited, single-source data, with unverified sample sizes...
Plain Text
ecommerce shoppers engaging with AI chat: 12.3% conversion rate. Source: Rep AI (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/conversion-rate-ai-chat-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/conversion-rate-ai-chat-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12.3%</strong> -- conversion rate for ecommerce shoppers engaging with AI chat<br><small>Source: Rep AI (2025) · <a href="https://lighthousedata.io/data/conversion-rate-ai-chat-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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