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

$2,000,000,000

$2,000,000,000 -- ad fraud loss for mobile advertisers (2017)

2017  · Adjust

App-install ad fraud cost marketers an estimated loss of around $2 billion in 2017.

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Attribution: Adjust View source
Lighthouse Research Team
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Source verified Evidence graded
Value
$2,000,000,000
Unit
Currency Usd
Data Vintage
2017
Entity
mobile advertisers
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Adjust Primary Tier B
https://creativeclicks.com/blogs/how-to-stay-ahead-of-the-competition-in-mobile-advertising/ ↗
Confidence: 52/100 Vintage: 2017 Channel: Wayback
Source Article
Mobile advertising: how to stay ahead of the competition in an ever-changing industry | Creative Clicks
Mobile advertising, by nature, is an ever-changing industry. It moves into new and different territories very frequently with the rise of modern factors such as automation, artificial intelligence (AI) attribution, personalisation, 360 tracking, data compliancy, and more. Simply put, mobile advertis…
Original Research
Adjust · Original study ↗

Adjust estimate of mobile ad fraud losses

Methodology documented
Industrymarketing
Plain Text
mobile advertisers: $2,000,000,000 ad fraud loss. Source: Adjust (2017). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ad-fraud-loss-2b-2017
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<blockquote cite="https://lighthousedata.io/data/ad-fraud-loss-2b-2017" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$2,000,000,000</strong> -- ad fraud loss for mobile advertisers<br><small>Source: Adjust (2017) · <a href="https://lighthousedata.io/data/ad-fraud-loss-2b-2017" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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