B
Evidence Grade B
Graded
under review
Safe to Cite
Current
16%
16% -- roi increase for Betty Bossi (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
16%
Unit
Percentage
Data Vintage
2026
Entity
Geography
Global
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
50
Source Trust
50
Citation Chain
90
Independence
30
Methodology
30
Freshness
92
Sources (4)
windsor.ai
Primary
Tier C
https://windsor.ai/marketing-data-library/ ↗
Source Article
Marketing Data Library
Marketing Data Library
General data driven marketing
Three stages in transitioning towards data driven marketing
When transitioning towards data driven marketing a company goes trough different stages both from technological, organisational and cultural perspective.
How an organisation can benefit f…
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https://www.chiefmarketer.com/
2026-08-19
Original Research
windsor.ai
· Original study ↗
Segmentation
IndustryRetail
RegionGlobal
RoleAll marketers
Channelmulti-channel
Cite this stat
Plain Text
Betty Bossi: 16% roi increase. Source: windsor.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/betty-bossi-roi-increase
HTML Embed
<blockquote cite="https://lighthousedata.io/data/betty-bossi-roi-increase" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>16%</strong> -- roi increase for Betty Bossi<br><small>Source: windsor.ai (2026) · <a href="https://lighthousedata.io/data/betty-bossi-roi-increase" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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