Evidence-led software intelligence for digital
advertising and fraud prevention teams
News provided by
CortixIQ Global Intelligence
July 6, 2026
INDIA, July 6, 2026 — Ad
fraud and click fraud continue to challenge digital advertisers as automated
traffic, invalid activity, bots, and other forms of fraudulent engagement can
affect advertising performance, measurement, and media investment.
Organizations are increasingly evaluating technologies that can identify
suspicious activity and provide greater visibility into the quality of digital
advertising traffic.
The market is also evolving through machine learning,
real-time traffic analysis, bot detection, identity signals, behavioral
analysis, and automated fraud prevention. Integration with advertising,
analytics, attribution, and marketing technology is becoming increasingly
important as organizations seek to identify and respond to invalid activity
across campaigns and channels.
“Ad fraud prevention is increasingly dependent on the
ability to distinguish legitimate engagement from increasingly sophisticated
invalid activity,” said the CortixIQ Analyst Team. “Detection accuracy,
real-time analysis, coverage, integration, and usability are becoming important
considerations as organizations seek greater control over digital advertising
performance.”
The CortixIQ Software Intelligence Matrix™ (SIM™)
evaluates ad fraud and click fraud prevention platforms across Product
Capability and Usability, providing a structured comparison of
solutions within the market.
The research is supported by the CortixIQ Evidence
Ledger methodology, which defines how evidence is collected, graded,
reconciled, validated, and used in the research.
Vendors included in the study
The 2026 study includes DoubleVerify, Integral Ad
Science, CHEQ, AppsFlyer, Adjust, Branch, Fraudlogix, ClickCease, TrafficGuard,
Anura, Pixalate, Human Security, White Ops, mFilterIt, Singular, Forensiq,
GeoEdge, AdSecure, FraudScore, and Adloox.
CortixIQ provides recognition based on the relative
performance of evaluated vendors within the Software Intelligence Matrix™. The
recognition reflects the research findings and is independent of commercial
participation.
The SIM™ can also be considered alongside the CortixIQ
Solution Fit Map™ and CortixIQ ROI Research Study as complementary
decision-support resources.
To access the research and related materials, visit the
CortixIQ Research Pipeline.
For research enquiries, contact CortixIQ.
About CortixIQ
CortixIQ is a
research and decision-intelligence company focused on software intelligence,
technology evaluation, and technology investment analysis. Its Software
Intelligence Matrix™ (SIM™) provides comparative research across software
technology categories, supported by the CortixIQ Evidence Ledger
methodology.
