B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
38%
38% -- consumers saying escalation happens consistently for consumers (2025)
38% of consumers say that bots escalating to a human when needed actually happens consistently.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
38%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Zoom and Morning Consult
Primary
Tier B
https://twixor.ai/blog/how-ai-agents-work/ ↗
Source Article
How AI Voice Agents Work: Everything You Need to Know
AI voice agents hear what’s being said, understand what the caller wants, decide how to answer, and reply with natural-sounding speech, all in real time. They work on four major technologies: Automatic Speech Recognition, Natural Language Understanding, Decision Engine, and Text-to-Speech Synthesis.…
Original Research
Zoom and Morning Consult
· Original study ↗
Methodology
Zoom and Morning Consult research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers: 38% consumers saying escalation happens consistently. Source: Zoom and Morning Consult (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/escalation-consistency-perceived
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<blockquote cite="https://lighthousedata.io/data/escalation-consistency-perceived" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>38%</strong> -- consumers saying escalation happens consistently for consumers<br><small>Source: Zoom and Morning Consult (2025) · <a href="https://lighthousedata.io/data/escalation-consistency-perceived" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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