B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
10%
10% -- customer complaints reduction for global retail company (2024)
A global retail company reduced customer complaints related to late deliveries by 10% after adopting predictive analytics in its delivery routing software.
- Specific to customer complaints related to late deliveries
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
10%
Unit
Percentage
Data Vintage
2024
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
95
Source Trust
50
Citation Chain
90
Independence
30
Methodology
45
Freshness
82
Source
LogiNext
Primary
Tier A
https://www.loginextsolutions.com/blog/delivery-route-software-trends-to-know-2024/ ↗
Source Article
Delivery Route Software Trends 2026: The Future of Routing | LogiNext
The Evolution of Delivery Route Software: 2026 Innovation Trends
As e-commerce and last mile delivery continue to thrive, companies are turning to advanced delivery route software to stay competitive. With 2024 poised for more digital transformation, route optimization is playing a critical role in …
Original Research
LogiNext
· Original study ↗
Methodology
Use case of predictive analytics in delivery routing software
Methodology documented
Segmentation
Channelgovernment
Cite this stat
Plain Text
global retail company: 10% customer complaints reduction. Source: LogiNext (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/global-retail-company-customer-complaints-reduction
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<blockquote cite="https://lighthousedata.io/data/global-retail-company-customer-complaints-reduction" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>10%</strong> -- customer complaints reduction for global retail company<br><small>Source: LogiNext (2024) · <a href="https://lighthousedata.io/data/global-retail-company-customer-complaints-reduction" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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