Ad Fraud Intelligence API

Ad fraudClicksCampaignsx402

Check caller-supplied ad clicks for automation signals, browser and device contradictions, timing, duplicate ids, velocity, referrer mismatch, fingerprint similarity, conversion disagreements, campaign outliers, repeated patterns, and an explainable risk score. All checks run locally on the request.

API Documentation
POST/api/v1/ad-fraud/bot-detect$0.03 USDC

Look for automation indicators in caller-supplied HTTP and browser signals. An IP address is ignored. A User-Agent token is a string match, not proof of a bot.

POST/api/v1/ad-fraud/browser-integrity-check$0.03 USDC

Compare caller-supplied browser properties for contradictions. The User-Agent is not verified, and a timezone offset is not a location.

POST/api/v1/ad-fraud/device-consistency-check$0.03 USDC

Compare caller-supplied device type, OS, model, screen, and architecture. No device identity is looked up.

POST/api/v1/ad-fraud/click-timing-analyze$0.03 USDC

Check caller-supplied click timestamps and dwell for impossible order or a fixed short gap. One fast click is a weak indicator, not a campaign pattern.

POST/api/v1/ad-fraud/duplicate-click-detect$0.03 USDC

Find repeated click ids, gclids, and fbclids in the supplied batch and optional history. Nothing is stored between calls.

POST/api/v1/ad-fraud/click-velocity-analyze$0.04 USDC

Count timestamped clicks inside a supplied window. A burst is a frequency calculation, not proof of automation. Clicks are not grouped by IP.

POST/api/v1/ad-fraud/referrer-integrity-check$0.03 USDC

Compare a caller-supplied referrer, landing URL, and campaign source. URLs are not fetched. A family mismatch is a heuristic, not a verified referrer.

POST/api/v1/ad-fraud/click-fingerprint-analyze$0.04 USDC

Compare caller-supplied canvas, WebGL, audio, and font hashes. Hashes are not computed here, and a match is not a device identity.

POST/api/v1/ad-fraud/conversion-fraud-detect$0.04 USDC

Compare caller-supplied clicks and conversions for time order, campaign mismatch, and repeated ids. An unmatched conversion is a missing link, not proof the click never happened.

POST/api/v1/ad-fraud/campaign-anomaly-detect$0.04 USDC

Find impossible ratios and, when at least eight rows have clicks and impressions, click-through-rate outliers. An outlier is a statistic, not a fraud verdict.

POST/api/v1/ad-fraud/click-pattern-detect$0.04 USDC

Look for identical timestamps, a fixed gap, or identical coordinates across a supplied click collection. Fewer than five usable clicks is insufficient.

POST/api/v1/ad-fraud/click-risk-score$0.04 USDC

Sum a documented weight for each supplied click attribute. Missing data adds no points. The score is not a probability of fraud.

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CVE & Dependency Security API

Independent API for vulnerability and dependency security: CVE details, package checks, batch queries, risk assessments, dependency trees, project health, repository Scorecard, and lockfile auditing from OSV, CISA KEV, FIRST EPSS, NVD, Google deps.dev, and OpenSSF Scorecard.

SecurityVulnerabilitiesCVEDependencyx402

Software Supply Chain Security API

Independent SBOM and dependency checks for exact package versions: OSV advisory ranges, CISA KEV exposure, open-source licence policy, and publicly documented malicious-package advisories.

SecuritySBOMDependenciesLicencesx402

Malware & File Threat Intelligence API

Extract behaviour indicators, cluster artifacts, analyze executable metadata, detect macro/document risk, extension mismatches, suspicious script patterns, archive payload risks, and IoCs—using local static parsing of caller-supplied files and analysis reports only.

MalwareFile SecurityIoCStatic AnalysisArchivesx402

Threat Intelligence & Public Signals API

Aggregate verified key-free public threat feeds, enrich IoCs, analyze domain history, cluster certificate and phishing infrastructure, detect typosquats, review exposed-service inventory, and score indicator confidence—without API keys, paid providers, or intrusive scanning.

Threat IntelligenceIoCPhishingCertificatesDNSx402

Cybersecurity Configuration Intelligence API

Read security headers, TLS, cookies, CORS, and CSP from a public URL or from configuration supplied by the caller. Listed paths are the only extra resources requested.

SecurityHeadersTLSx402