B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
$2
$2 -- cost per contact for customer service contacts (2026)
Gartner benchmarks indicate that the cost of self-service customer service contacts is $1.84 per contact.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
$2
Unit
Currency Usd
Data Vintage
2026
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
Gartner
Primary
Tier C
https://alhena.ai/blog/ai-escalation-rate-optimization-ecommerce/ ↗
Source Article
Is Your AI Escalation Rate Too High or Too Low?
Original Research
Gartner
· Original study ↗
Methodology
Gartner benchmark cited; agent-assisted contact cost is $13.50
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
customer service contacts: $2 cost per contact. Source: Gartner (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/gartner-self-service-vs-agent-cost
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<blockquote cite="https://lighthousedata.io/data/gartner-self-service-vs-agent-cost" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$2</strong> -- cost per contact for customer service contacts<br><small>Source: Gartner (2026) · <a href="https://lighthousedata.io/data/gartner-self-service-vs-agent-cost" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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