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October 12, 2026•
programmatic advertising guideStackAdapt CTV adsprogrammatic DSP buyingbid shading programmatic

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

The engineering guide to programmatic advertising via modern DSPs (StackAdapt, The Trade Desk, DV360). Connected TV, native in-feed, and bid shading.

JH
Joel Horwitz
Founder & CEO, Synter

Top 25 Campaigns Table / Campaign #17 of 25: Programmatic DSP & CTV

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 27 canonical platforms, running programmatic DSP campaigns alongside paid search reduced blended acquisition costs by 28% through cross-device household priming.


!IMPORTANT] **One-Click Deployable Campaign Runbook** We converted this complete battle-tested strategy into a pre-configured, production-ready Synter Campaign Runbook with deterministic budget circuit breakers and verified placement exclusion feeds. **[Run with Synter (1-Click Deploy) • Copy Raw Markdown Specification • Browse Top 25 Campaigns Hub**.

1. Connected TV (CTV) and Household Graph Retargeting

* Serve high-impact 15-second non-skippable CTV ads on living room television screens.

* Retarget the same household IP addresses on mobile and desktop within 48 hours using native display banners.

* Enforce household frequency caps (maximum 3 CTV impressions per household per week).

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


4. Runbook Summary & One-Click Deployment

Key DimensionVerified Production Standard
PlatformProgrammatic DSP
Campaign Architectureprogrammatic_dsp
Benchmark Spend$3.5M programmatic media spend across Connected TV, native display, and digital out-of-home (DOOH).
Critical Leak AuditedOverpaying for ad exchange inventory due to first-price auctions without algorithmic bid shading.
Engineering FixUse programmatic DSP bid shading algorithms with strict frequency capping across cross-device household graphs.
Terminal MCP Commandclaude mcp call synter-ads programmatic_audit_exchanges --min_viewability 70
Runbook ExecutionRun with Synter or Copy Markdown

Launch Directly From Your Terminal

You can inspect live spend, audit audience network leakage, and generate creative variants across 27 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:

Related Programmatic Production Runbooks

  • Single archetype in this category.

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