B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
25%
25% -- cart recovery rate for AI-driven proactive chats (2025)
AI-driven proactive chats recover 25-30% of abandoned carts.
- Reported as a range of 25-30%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
25%
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
Fountain City
Primary
Tier C
https://alhena.ai/blog/what-are-virtual-shopping-assistants-and-how-do-they-work/ ↗
Source Article
Virtual Shopping Assistants & Conversational Commerce [2026]
Original Research
Fountain City
· Original study ↗
Methodology
Range 25-30%, midpoint used; cited from Fountain City, 2025
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
AI-driven proactive chats: 25% cart recovery rate. Source: Fountain City (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/proactive-chat-cart-recovery
HTML Embed
<blockquote cite="https://lighthousedata.io/data/proactive-chat-cart-recovery" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- cart recovery rate for AI-driven proactive chats<br><small>Source: Fountain City (2025) · <a href="https://lighthousedata.io/data/proactive-chat-cart-recovery" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Related Statistics
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.