Pattern alerts
Prioritize activity that deserves a human investigation.
Monitor unusual repeat activity, investigate the evidence and document supported blocking actions without making impossible guarantees.
Detection looks for clusters that deserve investigation while avoiding the assumption that every repeated click is fraudulent.

Surface statistically unusual behavior.
Review context before labelling a risk.
Prepare exclusions or account follow up.
Retain the reason and evidence.
Prioritize activity that deserves a human investigation.
Keep relevant time, network and behavior signals together.
Speed up supported exclusions and documentation.
Separate clusters with high risk from normal repeat browsing.
Show suspicious activity beside campaign cost and outcomes.
Complement Google's invalid traffic systems and policies.
Novaon organizes behavioral and network signals into a reviewable case. A risk score helps prioritize investigation, but the evidence and campaign context remain visible before an exclusion or follow-up action is considered.
| Signal | What it may indicate | What to check before acting |
|---|---|---|
| Rapid repeat clicks | Unusual activity from the same source in a short period | Conversion path, comparison behavior, device changes and campaign intent |
| Repeated network or IP range | Concentrated traffic from a shared source | Office networks, mobile carriers, VPNs, legitimate customers and existing exclusions |
| Device and browser pattern | Automation or repeated sessions with similar characteristics | Cookie limitations, shared devices, privacy settings and normal return visits |
| Datacenter traffic | Requests originating from hosting infrastructure | Monitoring tools, security scanners, crawlers and whether the activity generated chargeable ad clicks |
| Timing anomaly | A spike outside the campaign's normal pattern | Promotions, press coverage, seasonality, time zone and recent targeting changes |
| Spend without useful engagement | Traffic quality may be poor or the landing experience may be weak | Search terms, targeting, page speed, message match and conversion tracking accuracy |
No. Detection systems use signals and thresholds, and bad actors adapt. Novaon combines monitoring with reviewable defensive controls.
No. Buyers may compare offers, return on different devices or click more than once before converting. Shared networks and privacy controls can also make unrelated users appear similar.
Review the evidence and campaign context, confirm that the pattern is actionable, then prepare the supported exclusion or follow-up and retain the reason in the activity record.
No. Availability and limits depend on the campaign type and Google Ads controls. Novaon should show the supported action for the affected campaign rather than assume one exclusion applies everywhere.
No. Google controls invalid traffic adjustments, billing and any investigation of chargeable activity. Novaon helps organize evidence and operating follow-up.
Yes. Broad targeting, poor search term fit, misleading creative, slow landing pages or inaccurate tracking can produce poor outcomes. Review these factors before attributing loss to fraud.
Connect an account and bring investigation of suspicious clicks into the operating workflow.