B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
70%
70% -- retailers advanced automation adoption rate for retailers (marketing automation among leading use cases) (2026)
More than 70% of retailers have piloted or partially implemented advanced automation for efficiency and smarter operations, with personalized marketing being one of the top use cases.
- Lower bound stated as 'More than 70%'
- Includes both piloted and partially implemented stages
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
70%
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.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
arrivia.com
Primary
Tier C
https://www.arrivia.com/insights/travel-marketing-automation-loyalty-engagement/ ↗
Source Article
Travel Marketing Automation for Loyalty Engagement
Original Research
arrivia.com
· Original study ↗
Methodology
Reported as a lower bound ('more than 70% have already piloted or partially implemented advanced automation'); value recorded as 70.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
retailers (marketing automation among leading use cases): 70% retailers advanced automation adoption rate. Source: arrivia.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/retailers-advanced-automation-adoption
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<blockquote cite="https://lighthousedata.io/data/retailers-advanced-automation-adoption" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>70%</strong> -- retailers advanced automation adoption rate for retailers (marketing automation among leading use cases)<br><small>Source: arrivia.com (2026) · <a href="https://lighthousedata.io/data/retailers-advanced-automation-adoption" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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