B
Evidence Grade B
Graded
under review
Safe to Cite
Current
33%
33% -- response time reduction for companies with customer service automation (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
33%
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
HubSpot
Primary
Tier C
https://anegis.com/articles/pierwszessygnaly-ze-musisz-wdrozyc-system-crm-w-swojej-firmie ↗
Source Article
Pierwsze sygnały, że musisz wdrożyć CRM w swojej firmie | Artykuł
Original Research
HubSpot
· Original study ↗
Methodology
HubSpot study, cited by Anegis
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
companies with customer service automation: 33% response time reduction. Source: HubSpot (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/customer-service-automation-response-time-33pct
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<blockquote cite="https://lighthousedata.io/data/customer-service-automation-response-time-33pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>33%</strong> -- response time reduction for companies with customer service automation<br><small>Source: HubSpot (2026) · <a href="https://lighthousedata.io/data/customer-service-automation-response-time-33pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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