B
Evidence Grade B
Graded
under review
Safe to Cite
Current
66%
66% -- chatbot interaction low rating rate for telecom company AI chatbot (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
66%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
35,000
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
Wharton
Primary
Tier B
https://app.sciencesays.com/p/new-we-partnered-with-wharton-to-fix-ai-chatbots-7b39 ↗
Source Article
NEW: We partnered with Wharton to fix AI chatbots
Original Research
Wharton
· Original study ↗
Methodology
Analysis of chatbot customer satisfaction ratings at a telecom company, cited in the Wharton Blueprint for Effective AI Chatbots
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
telecom company AI chatbot: 66% chatbot interaction low rating rate. Source: Wharton (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatbot-low-rating-telecom-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/chatbot-low-rating-telecom-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>66%</strong> -- chatbot interaction low rating rate for telecom company AI chatbot<br><small>Source: Wharton (2026) · <a href="https://lighthousedata.io/data/chatbot-low-rating-telecom-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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