cyberneticlibrary

Analyze YouTube ads across all formats

ads-youtubeskillsetup L24,890
AgriciDaniel/claude-ads

Causal-lift measurements

ad-account-auditing-36pp vs no-skill baselinewith-skill 48% · baseline 84%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Analyze YouTube ads campaigns across skippable, non-skippable, Shorts, and CTV

Best for

Multi-format video strategy needing CTV at scale (now 75% of YouTube spend) with shoppable QR code integration.

Inputs
  • · Google Ads Video campaign export
  • · Video specifications
  • · Placement data
Outputs
  • · YouTube-specific health score
  • · Campaign type assessment
  • · CTV measurement guidance
Requires
  • · Google Ads API
  • · GA4 for CTV (Floodlight does not work on TV)
Preconditions
  • · Google Ads account with Video campaigns
  • · Active video creative
Failure modes
  • · Floodlight conversions not measurable on CTV
  • · Frequency capping lost in Demand Gen (VAC replacement)
  • · Non-skippable video >60s not optimized (expanded 2025)
Trust signals
  • · Video Action Campaigns deprecated (auto-upgrade to Demand Gen by April 2026)
  • · Demand Gen case study (DoorDash: 15x conversion rate, 50% lower CPA)
  • · Shorts placement with 90% longer viewing than competitors
  • · 20% conversion uplift when combining video + image assets
  • · CTV represents ~150 million Americans on TV screens
  • · Non-skippable expanded to 60s (from 15-20s)
  • · Shoppable CTV with QR codes (2026)