B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
45%
45% -- support ticket reduction for high-ROI chatbots (2026)
High-ROI chatbots reduce support tickets by 45%
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
45%
Unit
Percentage
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
IDC
Primary
Tier C
https://bizaigpt.com/blog/we-analyzed-50-chatbot-rois-real-insights ↗
Source Article
Chatbot ROI: The Metrics That Actually Matter
Original Research
IDC
· Original study ↗
Methodology
Attributed to IDC AI Efficiency Study
Methodology documented
Segmentation
IndustryB2B
Company SizeEnterprise
RoleAll marketers
Channelmulti-channel
Cite this stat
Plain Text
high-ROI chatbots: 45% support ticket reduction. Source: IDC (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatbot-support-ticket-reduction-45
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<blockquote cite="https://lighthousedata.io/data/chatbot-support-ticket-reduction-45" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>45%</strong> -- support ticket reduction for high-ROI chatbots<br><small>Source: IDC (2026) · <a href="https://lighthousedata.io/data/chatbot-support-ticket-reduction-45" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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