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    Ad Fraud / Bot Detection
    Freemium
    Free Trial
    Sponsored

    Ghostwall

    Ad Fraud / Bot Detection

    Ghostwall is an AI behavioral bot and click-fraud protection layer that detects non-human traffic on websites, shadow-bans bad conversions, and exports forensic evidence for ad-platform refund claims.

    Alternatives & similar tools

    Related picks from editorial notes.

    Also mentioned

    • ClickCease (established click-fraud blocking)
    • CHEQ (enterprise invalid traffic)
    • Cloudflare Bot Management (broader bot edge controls)

    Features & details

    Full overview from our catalog (read-only reference).

    Category (short)
    Ad Fraud / Bot Detection
    Category
    Ad Fraud / Bot Detection
    Pricing (CSV)
    Free Trial
    Directory pricing
    Freemium
    Sponsored note
    no
    Target audience
    Advertisers and site owners fighting click fraud and signup spam. Not ideal for: teams that only need a basic CAPTCHA, or buyers expecting a free forever tier.
    Best for
    Advertisers and site owners fighting click fraud and signup spam. Not ideal for: teams that only need a basic CAPTCHA, or buyers expecting a free forever tier.
    Pricing notes
    Verified August 2026 at https://ghostwall.co/. Blocker $30/site per month (10,000 visitors/mo, detection and shadow ban). Recovery $50/site per month (250,000 visitors/mo, forensic recovery tools). No free trial stated; cancel anytime. Enterprise contact for higher volume. Site shows early-adopter pricing that rises as spots fill.

    Pros & cons

    Editorial notes to help compare fit before opening the vendor site.

    Pros

    • Clear detect/block/recover workflow
    • Per-site pricing with forensic exports
    • Works across major ad platforms

    Cons

    • No free trial
    • Early pricing can rise with customer count
    • Detection accuracy claims are vendor-stated

    Review notes

    Context from the listing review and editorial research.

    NEW tool. Disambiguation: commercial Ghostwall at ghostwall.co (ad fraud), not the GitHub honeypot project also named GhostWall. AI angle is behavioral bot classification, not generative AI. Marketing stats on the homepage should be treated as vendor claims.

    Extended features

    In-depth description and capability notes.

    50+ behavioral signals (mouse, scroll, timing, fingerprinting) Real-time detect, shadow-ban, and dashboard reporting Forensic PDFs with SHA-256 hashing for refund workflows Click ID matching (GCLID and similar) across major ad networks Guides to block AI crawlers (GPTBot, ClaudeBot, and others) Simple JS snippet install marketed under five minutes

    Use cases

    Performance marketers install Ghostwall to cut invalid ad clicks, clean analytics, and assemble evidence for Google/Meta invalid-traffic claims.