B Evidence Grade B Graded under review Safe to Cite Aging

12%

12% -- invoice pricing error rate for Invoices to growers (ag retail) (2024)

2024  · smartwyre.com

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Attribution: smartwyre.com View source
Lighthouse Research Team
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Source verified Evidence graded
Value
12%
Unit
Percentage
Data Vintage
2024
Entity
Invoices to growers (ag retail)
Geography
North America
B
Strong, reliable evidence

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

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
smartwyre.com Primary Tier C
https://www.smartwyre.com/resources/blog/looking-back-to-look-forward-in-ag-retail-how-to-make-the-m… ↗
Confidence: 48/100 Vintage: 2024 Channel: Deep Crawl
Source Article
Looking back to look forward: Making the most of the new program year | Smartwyre
Looking back to look forward: Making the most of the new program year John Brubaker As harvest season starts in the fields, it’s a different kind of transition time at the Ag Retail head offices. You know this phase well. If you’re in charge of managing pricing or incentive programs, you’re in that …
Original Research
smartwyre.com · Original study ↗

Cited as "Data shows"; original source not named

Methodology documented
IndustryAgriculture RegionNorth America Channelcontent
Plain Text
Invoices to growers (ag retail): 12% invoice pricing error rate. Source: smartwyre.com (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/grower-invoice-pricing-errors-12pct
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<blockquote cite="https://lighthousedata.io/data/grower-invoice-pricing-errors-12pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- invoice pricing error rate for Invoices to growers (ag retail)<br><small>Source: smartwyre.com (2024) · <a href="https://lighthousedata.io/data/grower-invoice-pricing-errors-12pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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