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LinkedIn has no official ad library API. How programmatic access works: company IDs, the 25-result cap, B2B analysis angles, and a weekly workflow.
Five Make.com ad spy automation scenarios with exact HTTP module configs: watchlist sweeps, format dashboards, enrichment pipelines, winners reports.
Detect winning ads programmatically: why ad longevity beats vibes, how winner tiers and composite scores work, and a scan-to-brief workflow with real code.
Build scheduled competitor ad scans with GitHub Actions: cron YAML, API key secrets, diffable JSON history, auto-filed issues, and Slack alerts. No server.
Build zapier competitor ad tracking with 7 no-code zaps: Slack alerts, Notion swipe files, Airtable archives, and AI creative briefs via the AdLibrary API.
Meta's free Ad Library API stops at political ads, EU-only commercial coverage, bucketed spend, and 200 calls/hour. The 7 walls and the workarounds.
Build Slack competitor ad alerts in 30 minutes: an incoming webhook, a Node poll script with first_seen filtering, dedup on ad_key, and cron scheduling.
An ad library API turns platform ad transparency archives into queryable JSON. What it returns per ad, public vs commercial options, and your first query.
Five copy-paste Python ad library API scripts: resolve brands, search into pandas, track watchlists, scan winners, and batch-enrich ads with caching.
Build a Google Sheets competitor ad dashboard with 80 lines of Apps Script: Bearer auth, scheduled triggers, sparklines, and alerts for new ads.
Meta's Ad Library API is free but Meta-only. Paid APIs add spend estimates, heat scores, and 11-platform coverage. The honest cost math, in euros.
Build Slack competitor ad alerts in 30 minutes: an incoming webhook, a Node poll script with first_seen filtering, dedup on ad_key, and cron scheduling.
Build n8n competitor ad monitoring with 6 workflows on the AdLibrary API: daily digests, Slack alerts, Sheets logs, enrichment, and winners scans.
Build an automated ad swipe file in Airtable: API ingestion script, four-table schema, AI auto-tagging, and a 30-min weekly review instead of data entry.
Wrap the AdLibrary API in a Node.js ad intelligence service: typed client, credit-aware caching, webhook-out alerts, fixtures, and Railway/Coolify deploys.
