B
Evidence Grade B
Graded
under review
Safe to Cite
Current
75%
75% -- customer satisfaction increase for chatbots with good design (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
75%
Unit
Percentage
Data Vintage
2026
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.
Score breakdown
Extraction
75
Source Trust
50
Citation Chain
60
Independence
30
Methodology
30
Freshness
95
Sources (4)
azallon.com.br
Primary
Tier B
https://azallon.com.br/roi-de-agencias-com-whatsapp/ ↗
Source Article
Como agências de marketing provam o valor do serviço de automação para clientes
Also cited by
salesforce.com
https://www.salesforce.com/
2026-08-19
nature.com
https://www.nature.com/
2026-08-19
customerexperiencedive.com
https://www.customerexperiencedive.com/
2026-08-19
Original Research
azallon.com.br
· Original study ↗
Segmentation
Industrymarketing
Cite this stat
Plain Text
chatbots with good design: 75% customer satisfaction increase. Source: azallon.com.br (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatbot_customer_satisfaction_good_design
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<blockquote cite="https://lighthousedata.io/data/chatbot_customer_satisfaction_good_design" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>75%</strong> -- customer satisfaction increase for chatbots with good design<br><small>Source: azallon.com.br (2026) · <a href="https://lighthousedata.io/data/chatbot_customer_satisfaction_good_design" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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