B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Dated
92%
92% -- ai customer service benefit rate for firmy wykorzystujące AI w obsłudze klienta (2023)
92% firm ankietowanych przez HubSpot w 2023 r. uznało, że wykorzystanie AI w obszarze obsługi klienta poprawiło ich reakcję na zapytania klientów.
- based on survey of companies by HubSpot
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
92%
Unit
Percentage
Data Vintage
2023
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
HubSpot
Primary
Tier B
https://anegis.com/en/articles/crm-jako-serce-wspolczesnej-organizacji ↗
Source Article
CRM jako serce współczesnej organizacji... | Artykuł
Original Research
HubSpot
· Original study ↗
Methodology
HubSpot survey, 2023
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2023 (current) | 83% | |
| 2023 (current) | 92% | +10.8% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
firmy wykorzystujące AI w obsłudze klienta: 92% ai customer service benefit rate. Source: HubSpot (2023). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-customer-service-response-improvement
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<blockquote cite="https://lighthousedata.io/data/ai-customer-service-response-improvement" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92%</strong> -- ai customer service benefit rate for firmy wykorzystujące AI w obsłudze klienta<br><small>Source: HubSpot (2023) · <a href="https://lighthousedata.io/data/ai-customer-service-response-improvement" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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