Mobile UA · partner 24Automated click pattern
MOBILE AD FRAUD PROTECTION
Detect mobile ad fraud across every acquisition click.
Surface bot traffic, click flooding signals, click injection indicators, attribution anomalies, and low-quality acquisition events with reviewable evidence.
Start checking mobile traffic200 free click credits · No credit card required · Setup in minutes
Illustrative data — not customer results.
Mobile UA · Traffic monitor70%Valid
19%Suspicious
11%Invalid
App campaign · sub-ID 18Timing anomaly
Mobile web · campaign 72Engaged acquisition path
MOBILE UA PROTECTION
See the quality behind mobile acquisition traffic.
Connect supplied campaign attribution, click timing, visitor evidence, engagement, and configured outcomes in one workflow.
Mobile click fraud
Review mobile ad visits for automated, repeated, low-engagement, and suspicious traffic patterns.
Click flooding signals
Investigate unusually high click frequency, repeated devices, sources, and timing patterns linked to acquisition traffic.
Click injection indicators
Compare supplied click and event timing for suspicious last-touch patterns without claiming attribution on timing alone.
Install & conversion context
Connect configured install, signup, purchase, or other acquisition outcomes to the visit evidence that preceded them.
Attribution anomalies
Compare supplied campaign, partner, sub-ID, source, and landing-page context for unusual traffic-quality differences.
Post-click engagement
Use session behavior and configured downstream events to separate weak mobile visits from stronger acquisition intent.
HOW IT WORKS
Track, detect, and review mobile UA traffic quality.
A clear workflow for investigating invalid mobile clicks and suspicious acquisition outcomes.
Track mobile ad visits
Create a Campaign Link, preserve partner and campaign labels, and add the JuicyTraffic probe to the mobile landing page in your acquisition flow.
Detect suspicious patterns
Evaluate accepted visits using network, browser, device, timing, repeat activity, engagement, and configured outcome signals.
Review attribution context
Compare traffic verdicts and supplied install or conversion outcomes by partner, sub-ID, campaign, source, and landing page.
ATTRIBUTION & INSTALL CONTEXT
Investigate mobile fraud without overstating certainty.
Click flooding, click injection, fake installs, and misattribution require more than a single timestamp or device signal. Reliable investigation combines the evidence available across the acquisition path.
JuicyTraffic connects supplied attribution and configured outcomes to visit-level evidence. It complements—not replaces—your app, MMP, ad network, or backend validation.
Valid Suspicious Invalid
MOBILE FRAUD SIGNALS
Evidence connected to each acquisition visit.
Use multiple signals together when reviewing mobile invalid traffic, attribution anomalies, and configured install outcomes.
- Supplied campaign, partner, publisher, sub-ID, source, and landing page
- Click and configured event timestamps for timing analysis
- IP address, ISP or ASN, geolocation, and connection context
- Mobile device category, browser, user agent, and scoped identifiers
- Repeat activity, click frequency, dwell, and interaction summaries
- Configured installs, signups, purchases, and acquisition outcomes
- Matched rules, traffic verdict, confidence, and supporting evidence
WHY CHOOSE US
JuicyTraffic vs. other mobile fraud tools.
Combine supplied mobile attribution context with visit verdicts, timing evidence, engagement, and configured acquisition outcomes.
| Feature | JuicyTraffic | Mobile fraud platform | Generic analytics |
|---|---|---|---|
| Pricing & capacity | Pay-as-you-go credits, no subscription | Pricing varies by provider and volume | Free and paid plans vary by provider |
| Traffic verdicts | Valid, Suspicious, Invalid + evidence | Fraud scores and rejection rules | No traffic-quality verdicts |
| Acquisition context | Supplied partner, sub-ID, campaign, source & landing page | Native network and MMP integrations vary | UTM and campaign reporting |
| Visit evidence | Network, device, browser, timing, repeat activity & engagement | Mobile identifiers, postbacks, devices & reputation | Standard traffic dimensions |
| Install context | Configured outcomes connected to prior visit evidence | Install and postback validation varies | Conversion totals without fraud verdicts |
| MMP behavior | Evidence layer; does not alter attribution or reject postbacks | May integrate before or after attribution | Reporting only |
| Post-click quality | Configured events and engagement connected to visits | Post-install coverage varies | Event and funnel reporting |
| Domain & privacy | Custom domain; no sensitive data | Data scope varies by provider | Standard tags, broader data collection |
| Evidence explanations | Clear reasons behind flagged visits | Varies by provider | General analytics insights |
PROTECT MOBILE ACQUISITION DATA
Find the invalid traffic behind weak mobile UA results.
Start with 200 free click credits. No subscription, no expiration, and no credit card required.
MOBILE AD FRAUD FAQ
Frequently asked questions.
01What is mobile ad fraud?
Mobile ad fraud includes automated clicks, click flooding, click injection patterns, misattributed outcomes, fake installs, and low-quality acquisition activity. JuicyTraffic evaluates the mobile visits and configured events that reach its tracking flow.
02Can JuicyTraffic detect app install fraud?
JuicyTraffic can connect a configured install or acquisition event with the visit evidence that preceded it. It can surface suspicious timing, repeat activity, devices, networks, and sources, but install validity still depends on the app, MMP, and business data you provide.
03Can JuicyTraffic detect click flooding and click injection?
JuicyTraffic can flag click-frequency and timing patterns that may be consistent with click flooding or click injection. Those patterns are investigative evidence, not proof of a specific actor or technique by themselves.
04Does JuicyTraffic integrate directly with an MMP?
JuicyTraffic does not claim a native MMP postback integration on this page. You can analyze the campaign and conversion context supplied through your tracking setup and compare it with click-level traffic evidence.
05Does JuicyTraffic block mobile attribution in real time?
No. JuicyTraffic provides traffic-quality verdicts and evidence for review. It does not automatically reject an install, modify MMP attribution, or block a mobile ad network postback.
06Can I compare mobile fraud by partner or sub-ID?
Yes, when partner, publisher, sub-ID, campaign, or source values are supplied with the visit. JuicyTraffic can compare traffic verdicts and configured outcomes across those labels.
07Can JuicyTraffic detect fake in-app events?
JuicyTraffic can review configured events that are sent into its tracking flow and connect them to prior visit evidence. It does not inspect private in-app behavior or validate events that are never provided to it.
MOBILE USER ACQUISITION