
Overall Score
8
of AI companies
Ghostwall is an AI tool designed to protect your ad budget from fraudulent activities such as click fraud. It operates across various platfo
Ghostwall is an AI tool designed to protect your ad budget from fraudulent activities such as click fraud. It operates across various platforms including Google Ads, Meta (formerly Facebook), Microsoft, LinkedIn, and TikTok. The detection process needs two phases: identifying and blocking. The tool ...

Overall Score
8
of AI companies
Overall Score
8
GitHub Stars
—
Monthly Visits
950
Community Rating
5.0
Ghostwall is an AI tool designed to protect your ad budget from fraudulent activities such as click fraud. It operates across various platforms including Google Ads, Meta (formerly Facebook), Microsoft, LinkedIn, and TikTok. The detection process needs two phases: identifying and blocking. The tool ...
Latest detected signals across traffic, developer activity and community mentions.
Indexed by indexator.ai
Launched on Product Hunt
| Keyword | Volume / Mo | CPC |
|---|---|---|
| does pinterest have botting | 70 | — |
Ghostwall is an AI tool designed to protect your ad budget from fraudulent activities such as click fraud. It operates across various platforms including Google Ads, Meta (formerly Facebook), Microsoft, LinkedIn, and TikTok. The detection process needs two phases: identifying and blocking. The tool ...
Get notified when score, traffic, GitHub or community signals change.
Latest detected signals across traffic, developer activity and community mentions.
Indexed by indexator.ai
Launched on Product Hunt
Six signals, each 0–100, blended into the overall by their listed weight.
Generated from public signals and search intent.
Each dimension is weighted (traffic 20% · community 25% · growth 15% · momentum 15% · innovation 10%) and combined into the overall.
| Keyword | Volume / Mo | CPC |
|---|---|---|
| does pinterest have botting | 70 | — |
2.3K
Rating
5.0
3 reviews
Views
1.1K
Category
Click fraud detection
Pros · 16
Cons · 10
Rating distribution
User reviews · 1
Helps a lot!
Release history · 1+
Initial release of Ghostwall.
Q&A · 30
Ghostwall is a specialized digital tool for Ad Fraud Detection and Click Fraud Protection. It's designed to safeguard advertising budgets from potential threats such as click fraud and bot traffic. Ghostwall operates using a phased approach of 'Detect, Block, and Recover' to ensure effective prevention and recovery from ad fraud.
Ghostwall provides effective fraud protection for a wide array of platforms including Google Ads, Meta (formerly Facebook), Microsoft Ads, LinkedIn Ads, and TikTok Ads.
In the detection phase of Ghostwall, its sensor observes visitor behavior and identifies patterns that don't match real human activities. It systematically detects anomalous patterns and possibly fraudulent behavior.
Ghostwall protects pixel data by implementing a 'shadow-ban' on suspicious activities detected during its operation. This effectively prevents any fraudulent clicks from contaminating and skewing the accuracy of your traffic data.
In the 'Recover' phase of Ghostwall, every blocked event is meticulously logged with forensic evidence. This evidence can then be used to make refund claims from the respective ad platform, helping to recoup part of your ad spend.
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