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

58%

58% -- share of ecommerce companies using automation platforms for global e-commerce companies (2026)

2026  · Salesforce

58% of e-commerce companies declare using advanced automation platforms.

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Attribution: Salesforce View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
58%
Unit
Percentage
Data Vintage
2026
Entity
global e-commerce companies
Geography
Global
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

60/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Salesforce Primary Tier C
https://www.adtrip.pl/post/salesmanago-vs-hubspot-w-marketing-automation-dla-branzy-beauty ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
SALESmanago vs HubSpot w marketing automation dla branży Beauty | Adtrip Blog - Adtrip
Spis treści - Rynek beauty w polskim e-commerce a potrzeba automatyzacji - SALESmanago - polski system zorientowany na e-commerce - HubSpot - potężny CRM i środowisko wielokanałowe - Porównanie funkcji dla branży beauty - Koszty wdrożenia i zarządzania platformą - Praktyczne scenariusze działania dl…
Original Research
Salesforce · Original study ↗

Salesforce global research cited by Adtrip blog

Methodology documented
IndustryeCommerce RegionGlobal
Plain Text
global e-commerce companies: 58% share of ecommerce companies using automation platforms. Source: Salesforce (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ecommerce-automation-adoption-58
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<blockquote cite="https://lighthousedata.io/data/ecommerce-automation-adoption-58" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>58%</strong> -- share of ecommerce companies using automation platforms for global e-commerce companies<br><small>Source: Salesforce (2026) · <a href="https://lighthousedata.io/data/ecommerce-automation-adoption-58" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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