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    "readmeSummary": "## TikTok Creative Center Top Ads Scraper\n\nA scraper that extracts public TikTok Creative Center Top Ads records and metadata for competitive and research workflows: it searches the Creative Center Top Ads surface by keywords, brands, products, markets, lookback periods, languages, industries, objectives, ad formats, and sort modes; collects creative identifiers and provenance, public detail URLs, landing-page links, video and image CDN URLs, parsed media expiry timestamps, video durations, brand/advertiser labels, ad text/captions, and Creative Center public performance signals (likes, CTR label, cost index) plus taxonomy tags (industry, objective), market and language tags, and extraction timestamps; supports multi-country and multi-keyword rotation across sources, retry/resume behavior for transient failures, and produces one record per ad suitable for repeatable competitor monitoring, creative analysis, and downstream AI-driven classification or summarization.\n\n## Use cases\n\n- Competitive ad intelligence: monitor how brands, products, and competitors appear in public TikTok ad examples.  \n- Creative research / swipe file creation: gather hooks, offers, cover images, ad text, landing pages, and media for creative strategy.  \n- Ecommerce analysis: track public ads by product category, region, language, and campaign objective.  \n- Agency reporting: compile ad examples, creative metadata, and public metrics for research decks and client reports.  \n- Market monitoring and regional comparison: compare public ad patterns across markets and lookback periods.  \n- AI workflows: feed ad text, URLs, and metadata into classification, summarization, or creative analysis models for automated insight generation.",
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