B Evidence Grade B Graded under review Safe to Cite Current

40%

40% -- repetitive query reduction for Tier 0 self-service resources (knowledge bases, FAQs, chatbots) (2026)

2026  · Gartner

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Attribution: Gartner View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2026
Entity
Tier 0 self-service resources (knowledge bases, FAQs, chatbots)
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
Gartner Primary Tier C
https://atidiv.com/build-an-tiered-support-structure/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
Understanding the Tiered Support Model
Original Research
Gartner · Original study ↗

Gartner prediction cited secondhand

Methodology documented
Industrymarketing
Plain Text
Tier 0 self-service resources (knowledge bases, FAQs, chatbots): 40% repetitive query reduction. Source: Gartner (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/tier0-repetitive-query-reduction-gartner
HTML Embed
<blockquote cite="https://lighthousedata.io/data/tier0-repetitive-query-reduction-gartner" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- repetitive query reduction for Tier 0 self-service resources (knowledge bases, FAQs, chatbots)<br><small>Source: Gartner (2026) · <a href="https://lighthousedata.io/data/tier0-repetitive-query-reduction-gartner" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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