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

44.8%

44.8% -- chatbot resolution rate for Chatbots (cross-industry) (2026)

2026  · Comm100

Cross-industry chatbot resolution rate is 44.8% across the Comm100 panel.

  • Covers all chatbots including poorly scoped ones across all team sizes
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Attribution: Comm100 View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
44.8%
Unit
Percentage
Data Vintage
2026
Entity
Chatbots (cross-industry)
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
Comm100 Primary Tier C
https://redeagle.tech/blog/ai-chatbots-that-actually-work ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
AI Chatbot Development UK: What Actually Works in 2026 [Guide]
In this guide: - The three things a chatbot needs to actually work in production (knowledge, action, honesty) - UK 2026 cost arithmetic across seven build paths, in pounds, sourced - What good resolution rates look like - and why "78%" without context is meaningless - Four named UK case studies (Llo…
Original Research
Comm100 · Original study ↗

Comm100 data cited in source list; secondary citation

Methodology documented
Industrymarketing
Plain Text
Chatbots (cross-industry): 44.8% chatbot resolution rate. Source: Comm100 (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/comm100-chatbot-resolution-44-8
HTML Embed
<blockquote cite="https://lighthousedata.io/data/comm100-chatbot-resolution-44-8" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>44.8%</strong> -- chatbot resolution rate for Chatbots (cross-industry)<br><small>Source: Comm100 (2026) · <a href="https://lighthousedata.io/data/comm100-chatbot-resolution-44-8" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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