Ad fraud detection software: AI search visibility ranking (2026)
How AI search engines rank ad fraud detection software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Ad fraud detection software used to identify invalid traffic, block bot-driven clicks, protect media spend, and improve campaign integrity. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 13, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
ClickCease holds the top composite score at 16.2, meaningfully ahead of TrafficGuard and Fraudlogix, both locked at 12.5. The gap is driven entirely by citation rate: ClickCease is cited in 25.0% of responses versus 12.5% for each of its nearest rivals. Because Google AI Mode rewards citation as a trust signal on top of raw visibility, ClickCease's citation advantage compounds its lead and creates a materially wider moat than the identical 12.5% visibility figures suggest at first glance.
DoubleVerify and Human Security each register 12.5% visibility, matching the top three brands, yet both carry a 0.0% citation rate. This means they are named in AI responses but not linked or sourced, a split that pulls their composite scores down to 8.8. Anura presents the inverse case: 0.0% visibility but a 12.5% citation rate, indicating the AI cites Anura as a source without featuring it prominently in narrative answers. Integral Ad Science, CHEQ, Lunio, and AppsFlyer Protect360 score zero on both metrics.
Every brand in this audit has Google AI Mode as its top engine, confirming the dataset is anchored exclusively on that surface. The top cited external sources are 6sense.com, gartner.com, youtube.com, google.com, clickcease.com, softwareworld.co, fraudlogix.com, and incrmntal.com. Third-party aggregators and analyst platforms dominate the citation list, with only ClickCease and Fraudlogix appearing as brand-owned domains, suggesting Google AI Mode draws heavily on review and research sites rather than vendor content when constructing answers.
Movers & shakers since last refresh
Biggest visibility risers
-
ClickCease 0% → 12% · rank #0 → #1+12pp
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TrafficGuard 0% → 12% · rank #0 → #2+12pp
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Fraudlogix 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
clickcease.com
|
12% | 25% | Google AI Mode |
ClickCease leads with a composite score of 16.2, the only brand whose citation rate (25.0%) doubles its visibility share (12.5%), making it the most trusted source in the category. |
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| 2 |
trafficguard.ai
|
12% | 12% | Google AI Mode |
TrafficGuard matches ClickCease's 12.5% visibility but its citation rate is half (12.5% vs 25.0%), holding its composite score at 12.5 and placing it clearly second. |
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| 3 |
fraudlogix.com
|
12% | 12% | Google AI Mode |
Fraudlogix ties TrafficGuard on both visibility (12.5%) and citation (12.5%), sharing the composite score of 12.5 and the rank-3 position with no differentiating signal between them. |
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| 4 |
doubleverify.com
|
12% | 0% | Google AI Mode |
DoubleVerify matches the top brands on visibility at 12.5% but earns zero citations, dropping its composite score to 8.8 and revealing a named-but-not-trusted gap versus peers. |
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| 5 |
humansecurity.com
|
12% | 0% | Google AI Mode |
Human Security mirrors DoubleVerify exactly, with 12.5% visibility, 0.0% citation, and a composite score of 8.8, indicating identical AI treatment and the same citation deficit. |
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| 6 |
anura.io
|
0% | 12% | Google AI Mode |
| 7 |
integralads.com
|
0% | 0% | Google AI Mode |
| 8 |
cheq.ai
|
0% | 0% | Google AI Mode |
| 9 |
lunio.ai
|
0% | 0% | Google AI Mode |
| 10 |
appsflyer.com
|
0% | 0% | Google AI Mode |
| 11 |
adjust.com
|
0% | 0% | Google AI Mode |
| 12 |
impact.com
|
0% | 0% | Google AI Mode |
| 13 |
geoedge.com
|
0% | 0% | Google AI Mode |
| 14 |
pixalate.com
|
0% | 0% | Google AI Mode |
| 15 |
humansecurity.com
|
0% | 0% | Google AI Mode |
| 16 |
interceptd.com
|
0% | 0% | Google AI Mode |
| 17 |
mfilterit.com
|
0% | 0% | Google AI Mode |
| 18 |
datadome.co
|
0% | 0% | Google AI Mode |
| 19 |
cloudflare.com
|
0% | 0% | Google AI Mode |
| 20 |
humansecurity.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on ad fraud detection software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own ad fraud detection software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about ad fraud detection software AI visibility
Who leads AI visibility in ad fraud detection software?
ClickCease leads with a composite score of 16.2, ahead of TrafficGuard and Fraudlogix, both at 12.5. Its citation rate of 25.0% is the highest in the category and the primary source of its advantage.
What is the average visibility score for brands in this category?
The category average for both visibility and citation is 3.1%, meaning the top five brands, all at 12.5% visibility, are performing roughly four times the category average.
Which brands are visible to AI but not cited as sources?
DoubleVerify and Human Security each have 12.5% visibility but 0.0% citation, meaning Google AI Mode names them in responses but does not link to their content as supporting sources.
What sources does Google AI Mode cite most for ad fraud detection research?
The top cited sources are 6sense.com, gartner.com, youtube.com, google.com, clickcease.com, softwareworld.co, fraudlogix.com, and incrmntal.com, with third-party aggregators and analyst platforms making up the majority.
Are any brands cited by AI without appearing in its main responses?
Yes, Anura has a 0.0% visibility score but a 12.5% citation rate, indicating it surfaces as a referenced source in AI responses without being featured in the primary answer narrative.
Which brands in the top 10 have zero AI presence?
Integral Ad Science, CHEQ, Lunio, and AppsFlyer Protect360 all register 0.0% on both visibility and citation, giving them a composite score of 0.0 in this audit period.