google-ads-transparency

Official GoAnyAPI MCP server — connect AI agents to web data, Google Search, SEO, backlinks, Google Ads Transparency, traffic, domain intelligence, and more APIs.

Agent Skill for competitor ad analysis without spend data: Winner Score over longevity, variants, geo spread, velocity and recency, lineage grouping so re-uploads do not fake short lifespans, and angle gap analysis against your own account.

n8n community node for the Google Ads Transparency API (Apify-backed): pull an advertiser's ads with formats and run dates. Great for competitor ad research. Works as an AI Agent tool.

Ads Libraries MCP server: connect Ads Libraries to Claude, ChatGPT, Cursor and Claude Code. Hosted remote MCP for competitor ad research across Meta, Google, LinkedIn and Microsoft ad libraries.

Examples for 5 no-browser scrapers: YouTube transcripts, Google Hotels prices, Google Ads Transparency, Google Trends, Threads posts. Python and Node, zero dependencies.

Google Ads Transparency Scraper & API: competitors' ads — $1 per 1,000 ads ($0.80 on Gold and above). Runs on Apify; API, Python, JavaScript and MCP examples.

Google Ads Transparency scraper for exact advertiser IDs. Collect public creatives without Google login or an API key, then monitor verified new, stopped, resumed and changed ads across runs. Export ad data and lifecycle events in JSON for PPC competitor research.