C
Evidence Grade C
Use with Hedging
Dated
25%
25% -- refund rate threshold for FirstPromoter's fraud detection feature (2022)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2022
Entity
Evidence Quality
C
Moderate quality evidence
Useful directional data with some methodological gaps. Treat as indicative rather than definitive -- corroborate before citing in formal research.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
FirstPromoter
Primary
Tier A
https://changelog.firstpromoter.com/refund-fraud-detection-cjlTO ↗
Source Article
Refund fraud detection - FirstPromoter Changelog
new We just released a much requested feature by many of our customers regarding fraud detection.
Refund and chargeback fraud happens when affiliates sign up fake customers with stolen or virtual cards, wait for you to pay them then the bank or themselves ask for a refund, remaining with the paid co…
Original Research
FirstPromoter
· Original study ↗
Methodology
calculated by the number of refunded customers and total customers
Segmentation
Industrymarketing
Cite this stat
Suggested hedging: According to limited, single-source data, based on claims without stated methodology, with unverified sample sizes...
Plain Text
FirstPromoter's fraud detection feature: 25% refund rate threshold. Source: FirstPromoter (2022). Via Lighthouse Intelligence -- https://lighthousedata.io/data/refund_rate_threshold
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<blockquote cite="https://lighthousedata.io/data/refund_rate_threshold" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- refund rate threshold for FirstPromoter's fraud detection feature<br><small>Source: FirstPromoter (2022) · <a href="https://lighthousedata.io/data/refund_rate_threshold" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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