competitive-ads-extractor

The document describes a legitimate marketing research capability (scraping ad libraries and analyzing creatives) and contains no executable code or explicit malicious artifacts. Primary risks are operational and supply-chain: lack of implementation guidance for safe authentication, terms-of-service compliance, and secure storage of potentially sensitive/copyrighted data. If implemented carelessly, the tool could be used to harvest credentials, violate platform ToS, or persist sensitive PII. Recommend implementing strict OAuth workflows, rate limiting, ToS checks, data encryption, and clear retention/consent policies before deployment.