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ClickTrust

Every Click Should Count.

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ClickTrust, by ClearTrust, helps businesses protect their digital ad campaigns from fake clicks, bots, and invalid traffic. With real-time filtering, traffic quality analysis, risk scoring, and IP blocklist generation, it helps advertisers identify suspicious activity, reduce wasted ad spend, and make smarter marketing decisions. Every Click Should Count.

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PH · launched Oct 28, 2026 · 2 upvotes (top 22%)

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Could you build this?

Partial The dashboard, reporting, and blocklist export are vibe-codeable. Accurate real-time bot and invalid-traffic detection, however, needs labeled traffic data and tuned detection models that a solo builder wouldn't have.

What it would actually take: The stack would combine a high-throughput event ingestion pipeline (for example, Kafka or a streaming service) with a rules engine and ML scoring models. The hard part is training on large volumes of labeled fraud data and integrating with ad platforms, which requires adtech and fraud-detection specialists plus proprietary traffic datasets.

Competitors

Other products that read as similar to this one : 149 launches clear the similarity bar, closest 8 shown.

Attention rank: #21 of 150 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 144 days after the earliest competitor.

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