B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
12%
12% -- cart abandonment reduction for LLM-powered chatbots (pilot programs) (2025)
LLM-powered chatbots have reduced cart abandonment by 12% in pilot programs.
- Results observed in pilot programs
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
12%
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
sobot.io
Primary
Tier C
https://www.sobot.io/article/ai-assistants-for-ecommerce-2025/ ↗
Source Article
Understanding AI Shopping Assistants in E-Commerce in 2025
AI shopping assistants have transformed the online shopping experience by delivering smart, interactive, and personalized solutions. Leveraging advanced technologies such as machine learning and natural language processing, these tools understand customer preferences and guide them to the ideal prod…
Original Research
sobot.io
· Original study ↗
Methodology
Pilot program data
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
LLM-powered chatbots (pilot programs): 12% cart abandonment reduction. Source: sobot.io (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cart-abandonment-reduction-12
HTML Embed
<blockquote cite="https://lighthousedata.io/data/cart-abandonment-reduction-12" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- cart abandonment reduction for LLM-powered chatbots (pilot programs)<br><small>Source: sobot.io (2025) · <a href="https://lighthousedata.io/data/cart-abandonment-reduction-12" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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