Bot and click fraud protection that doubles as ad refund evidence
Ghostwall is an AI chat bot tool. Ghostwall adds a script tag to a website and uses behavioral signals to spot bots behind fake signups, spam form fills, scrapers and fraudulent ad clicks, then blocks or shadow bans them. The Recovery tier packages blocked clicks into hashed forensic PDFs that advertisers can submit to ad platforms as refund claims.
Ghostwall is a bot detection and click fraud protection service aimed at site owners who pay for traffic and want to know how much of it is real. A single JavaScript snippet is added to the site, and a behavioral sensor then watches visitor interactions: mouse movement, scrolling, keystroke timing, touch pressure and hardware fingerprints. The company says it tracks more than 50 such signals and reports detection accuracy above 95 percent, which is a vendor claim rather than an independently audited figure. Anything flagged can be blocked, or shadow banned so the bot believes it succeeded while its activity is filtered out of analytics and conversion data. The product splits into two jobs. The Blocker plan covers detection, blocking, a live dashboard and weekly reports for sites up to 10,000 visitors per month. The Recovery plan raises that ceiling to 250,000 visitors and adds the forensic layer: timestamped PDF dossiers with SHA-256 hash verification, session replay records, click ID matching for GCLID and FBCLID, and pre-written claim templates for Google, Meta, Microsoft, LinkedIn, X, Reddit, TikTok and Pinterest. The intended workflow is to detect fake clicks, export the evidence and submit it through each ad platform's invalid traffic refund process. This is a tool for performance marketers, agencies and small ecommerce teams who suspect their paid clicks or signup forms are being abused, and who do not want to stand up a web application firewall. Setup is genuinely light: no server configuration and no code changes beyond the script tag, with results appearing within minutes. The tradeoff is that refunds are a do-it-yourself process, the visitor caps are low for larger sites, and the site itself leans heavily on statistics and promises that buyers should verify against their own traffic.
Two per-site plans billed monthly with no free trial. Blocker costs $30 per site per month for 10,000 visitors and full detection, shadow banning, dashboard, reports and PDF exports. Recovery costs $50 per site per month for 250,000 visitors plus session replay, hash verification, click ID matching and claim templates. Larger sites must contact sales for enterprise pricing.
Learn moreSupport runs through a contact page and email. Setup documentation is thin on the site, with blog posts and per crawler blocking guides serving as the main self-serve help.
Learn moreWorks with any website through a script tag and exports refund evidence for Google Ads, Meta Ads, Microsoft Ads, LinkedIn Ads, TikTok Ads, X Ads, Reddit Ads and Pinterest Ads.
Behavioral bot detection across 50+ signals including mouse movement, scrolling, keystroke dynamics, touch pressure and hardware fingerprints. Blocking or shadow banning, a real time dashboard, weekly reports, session replay proof, SHA-256 verified forensic PDFs, GCLID and FBCLID click ID matching, an email forwarding parser for invalid traffic emails, and platform specific claim templates.
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