B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
93%
93% -- automated resolution rate for conversational AI (2025)
93% of customer questions are resolved without human intervention through conversational AI.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
93%
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
Rep AI
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
Rep AI
· Original study ↗
Methodology
Cited from Rep AI, 2025
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
conversational AI: 93% automated resolution rate. Source: Rep AI (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/conversational-ai-query-resolution
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<blockquote cite="https://lighthousedata.io/data/conversational-ai-query-resolution" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>93%</strong> -- automated resolution rate for conversational AI<br><small>Source: Rep AI (2025) · <a href="https://lighthousedata.io/data/conversational-ai-query-resolution" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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