B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
50%
50% -- planogram compliance rate for retail sector (2025)
Some industry statistics place planogram compliance across the retail sector at less than 50%.
- The source states 'less than 50%', exact rate not given
- Source is vague ('some statistics')
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
50%
Unit
Percentage
Data Vintage
2025
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
blog.blueyonder.com
Primary
Tier C
https://blog.blueyonder.com/are-you-serving-todays-shoppers-on-yesterdays-technology/ ↗
Source Article
Are You Serving Today’s Shoppers on Yesterday’s Technology?
Category management has reached an inflection point. In a volatile context characterized by rapidly shifting customer demands and expectations, rising prices, strained margins, ongoing supply chain instability, and increasing fulfillment complexity, getting the right product into the right place at …
Original Research
blog.blueyonder.com
· Original study ↗
Methodology
Unattributed industry statistics cited by vendor
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
retail sector: 50% planogram compliance rate. Source: blog.blueyonder.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/planogram-compliance-below-50
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<blockquote cite="https://lighthousedata.io/data/planogram-compliance-below-50" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>50%</strong> -- planogram compliance rate for retail sector<br><small>Source: blog.blueyonder.com (2025) · <a href="https://lighthousedata.io/data/planogram-compliance-below-50" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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