Programmatic Advertising and CTV Guide: DSP Buying, Bid Shading, and Cross-Device Attribution

Modern Programmatic Media Buying: Beyond Walled Gardens

Walled gardens (Google, Meta, Amazon) control massive inventory, but over 60% of open web digital consumption occurs across premium publishers, Connected TV (Hulu, Roku, Peacock), and specialized industry trade sites.

Benchmarking $14.2M in aggregate media spend across 16 canonical platforms, running programmatic DSP campaigns alongside paid search reduced blended acquisition costs by 28% through cross-device household priming.


1. Connected TV (CTV) and Household Graph Retargeting

Audit spend and manage multi-platform operations: https://synter.dev.


4. Runbook Summary & One-Click Deployment

Key Dimension Verified Production Standard
Platform Programmatic DSP
Campaign Architecture programmatic_dsp
Benchmark Spend $3.5M programmatic media spend across Connected TV, native display, and digital out-of-home (DOOH).
Critical Leak Audited Overpaying for ad exchange inventory due to first-price auctions without algorithmic bid shading.
Engineering Fix Use programmatic DSP bid shading algorithms with strict frequency capping across cross-device household graphs.
Terminal MCP Command claude mcp call synter-ads programmatic_audit_exchanges --min_viewability 70
Runbook Execution Run with Synter or Copy Markdown

Launch Directly From Your Terminal

You can inspect live spend, audit audience network leakage, and generate creative variants across 16 canonical ad platforms using the official open-source Synter MCP server:

# Install Synter MCP server
npx -y @synterai/mcp-server

# Connect Claude Code
claude mcp add synter-ads --transport http https://mcp.syntermedia.ai

Deploy your campaigns safely with deterministic budget guardrails and pre-tested runbooks: https://synter.dev.


Top 25 Campaigns Navigation

Explore each production runbook benchmarked across $14.2M in aggregate spend:

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