B Evidence Grade B Graded under review Safe to Cite Current

78%

78% -- service professionals saying ai frees focus for valuable work for customer service professionals (2026)

2026  · HubSpot

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Attribution: HubSpot View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
78%
Unit
Percentage
Data Vintage
2026
Entity
customer service professionals
Geography
Global
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
HubSpot Primary Tier C
https://bika.ai/blog/ai-agent-vs-chatbot-whats-the-difference-and-which-one-do-you-need ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
AI Agent vs Chatbot: What’s the Difference and Which One Do You Need?
Original Research
HubSpot · Original study ↗

Cited from HubSpot research

Methodology documented
IndustryFinTech RegionGlobal RoleAll marketers Channelcontent
Plain Text
customer service professionals: 78% service professionals saying ai frees focus for valuable work. Source: HubSpot (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/service-pros-ai-focus-valuable-work
HTML Embed
<blockquote cite="https://lighthousedata.io/data/service-pros-ai-focus-valuable-work" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>78%</strong> -- service professionals saying ai frees focus for valuable work for customer service professionals<br><small>Source: HubSpot (2026) · <a href="https://lighthousedata.io/data/service-pros-ai-focus-valuable-work" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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