B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

25%

25% -- average handle time reduction for teams using AI-assisted response drafting (2026)

2026  · Salesforce

Teams using AI-assisted response drafting report a 25% to 30% reduction in average handle time according to Salesforce's State of Service data.

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Attribution: Salesforce View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
Entity
teams using AI-assisted response drafting
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Salesforce Primary Tier B
https://www.heyy.io/blog/chatgpt-for-customer-service-uses-limitations ↗
Confidence: 53/100 Vintage: 2026 Channel: Deep Crawl
Source Article
10 Ways Businesses Are Using ChatGPT for Customer Service
10 Ways Businesses Are Using ChatGPT for Customer Service (And Where It Still Falls Short) When ChatGPT launched in late 2022, one of the first questions most customer service teams asked was: can this answer customer emails? Three years later, that question has a more complicated answer than either…
Original Research
Salesforce · Original study ↗

Range 25-30%, midpoint used; Salesforce State of Service data

Methodology documented
Industrymarketing
Plain Text
teams using AI-assisted response drafting: 25% average handle time reduction. Source: Salesforce (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-handle-time-reduction-2026
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<blockquote cite="https://lighthousedata.io/data/ai-handle-time-reduction-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- average handle time reduction for teams using AI-assisted response drafting<br><small>Source: Salesforce (2026) · <a href="https://lighthousedata.io/data/ai-handle-time-reduction-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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