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

28%

28% -- productivity increase percentage for companies using automation (2024)

2024  · Panorama de Automação Comercial no Brasil

Companies that use automations increase commercial productivity by 28%.

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Attribution: Panorama de Automação Comercial no Brasil View source
Lighthouse Research Team
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Source verified Evidence graded
Value
28%
Unit
Percentage
Data Vintage
2024
Entity
companies using automation
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
Panorama de Automação Comercial no Brasil Primary Tier B
https://23a.com.br/automacao-crm-reduzir-tarefas-repetitivas/ ↗
Confidence: 53/100 Vintage: 2024 Channel: Common Crawl
Source Article
Automação de CRM: mais produtividade para a sua equipe
Original Research
Panorama de Automação Comercial no Brasil · Original study ↗

Source: Panorama de Automação Comercial no Brasil (2024)

Methodology documented
Industrymarketing
Plain Text
companies using automation: 28% productivity increase percentage. Source: Panorama de Automação Comercial no Brasil (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/automation-crm-productivity-increase
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<blockquote cite="https://lighthousedata.io/data/automation-crm-productivity-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>28%</strong> -- productivity increase percentage for companies using automation<br><small>Source: Panorama de Automação Comercial no Brasil (2024) · <a href="https://lighthousedata.io/data/automation-crm-productivity-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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