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

18%

18% -- invalid click rate for Global digital advertising (desktop web, mobile web, mobile-app) (Q1 2024)

Q1 2024  · Pixalate

In Q1 2024, global advertising across desktop web, mobile web, and mobile apps had an overall 18% invalid click (fraud) rate according to a Pixalate analysis.

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Attribution: Pixalate View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
18%
Unit
Percentage
Data Vintage
Q1 2024
Entity
Global digital advertising (desktop web, mobile web, mobile-app)
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
Pixalate Primary Tier C
https://clickpatrol.com/prevent-click-fraud-by-competitors-in-2025/ ↗
Confidence: 48/100 Vintage: Q1 2024 Channel: Wayback
Source Article
Prevent Click Fraud By Competitors In 2025: Advanced IP Filters, Real Data & Automated Blocking With ClickPatrol - ClickPatrol™
It’s prevalent. A recent Pixalate analysis estimates that in Q1 2024, desktop web had a 26% global invalid click (fraud) rate, and an overall 18% across desktop web, mobile web, and mobile-app advertising. Prevent click fraud by competitors in 2025: Advanced IP filters, real data & automated blockin…
Original Research
Pixalate · Original study ↗

Pixalate aggregate invalid click rate across desktop web, mobile web, and mobile-app advertising; cited secondhand by ClickPatrol.

Methodology documented
Industrymarketing
Plain Text
Global digital advertising (desktop web, mobile web, mobile-app): 18% invalid click rate. Source: Pixalate (Q1 2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/pixalate-overall-invalid-click-rate-2024
HTML Embed
<blockquote cite="https://lighthousedata.io/data/pixalate-overall-invalid-click-rate-2024" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>18%</strong> -- invalid click rate for Global digital advertising (desktop web, mobile web, mobile-app)<br><small>Source: Pixalate (Q1 2024) · <a href="https://lighthousedata.io/data/pixalate-overall-invalid-click-rate-2024" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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