B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
81%
81% -- share of consumers using self service before contacting agent for consumers (2025)
81% of consumers opt for self-service before escalating their issues to human agents.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
81%
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
untap-ai.com
Primary
Tier C
https://untap-ai.com/blog/1ZG7gvmKH1AZtUA2zInSbFKLYd4nYG2WeB6biBN28Sdg ↗
Source Article
Transforming Customer Relationships with AI-Powered Chatbots: The Future of Engagement - Untap AI Blog
Transforming Customer Relationships with AI-Powered Chatbots: The Future of Engagement
Transforming Customer Relationships with AI-Powered Chatbots: The Future of Engagement
Introduction
In today’s fast-paced digital landscape, businesses are constantly seeking innovative ways to strengthen their co…
Original Research
untap-ai.com
· Original study ↗
Methodology
Survey figure cited without named original source
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers: 81% share of consumers using self service before contacting agent. Source: untap-ai.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/consumers-self-service-before-agent-81pct
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<blockquote cite="https://lighthousedata.io/data/consumers-self-service-before-agent-81pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>81%</strong> -- share of consumers using self service before contacting agent for consumers<br><small>Source: untap-ai.com (2025) · <a href="https://lighthousedata.io/data/consumers-self-service-before-agent-81pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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