B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Dated

36%

36% -- fraudulent digital ad traffic rate for global digital advertising (2018)

2018  · Forbes / YEC

As much as 36% of all digital ad traffic could be fraudulent.

  • Stated as an upper estimate / posited figure ('as much as 36%')
  • Exact numbers vary by source
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Attribution: Forbes / YEC View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
36%
Unit
Percentage
Data Vintage
2018
Entity
global digital advertising
Geography
Global
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
35
Freshness
95
Forbes / YEC Primary Tier C
https://www.arryyu.com/blog/why-advertisers-cannot-ignore-blockchain-technology ↗
Confidence: 22/100 Vintage: 2018 Channel: Common Crawl
Source Article
Advertisers Cannot Ignore Blockchain
Original Research
Forbes / YEC · Original study ↗

Estimate cited by author; exact source not named

Methodology documented
IndustryMedia RegionGlobal RoleAll marketers Channelpaid_ads
Plain Text
global digital advertising: 36% fraudulent digital ad traffic rate. Source: Forbes / YEC (2018). Via Lighthouse Intelligence -- https://lighthousedata.io/data/digital-ad-traffic-fraud-rate-2018
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<blockquote cite="https://lighthousedata.io/data/digital-ad-traffic-fraud-rate-2018" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>36%</strong> -- fraudulent digital ad traffic rate for global digital advertising<br><small>Source: Forbes / YEC (2018) · <a href="https://lighthousedata.io/data/digital-ad-traffic-fraud-rate-2018" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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