CTV articles.
14 in-depth pieces, listed reverse chronologically. Every post follows the editorial standard: the problem, the mechanism, the evidence, the practical takeaway.

CTV Frequency Capping Without Universal IDs: Household IP Heuristics, Session Tokens, and ACIF Pod Deduplication
When a Connected TV (CTV) device sets the OpenRTB device.lmt flag to 1 and populates device.ifa with an all-zero string

Understanding IAB Tech Lab's ACIF 1.0 (Ad Creative ID Framework) and Universal Ad IDs in CTV
When a Server-Side Ad Insertion (SSAI) stitcher constructs a 90-second mid-roll pod across five concurrent programmatic demand paths, a single national

Monetizing Short-Form Vertical Video (9:16) on Web and In-App: VAST Specs and Swipe-Feed Pre-Loading
In an infinite vertical swipe feed rendering at 60 frames per second, an unbuffered VAST 4.3 media file requires between 450 and 900 milliseconds to resolve

CTV App Certification and Monetization on Roku, Samsung Tizen, and LG webOS: Platform-Specific Requirements
When a Server-Side Ad Insertion (SSAI) stitcher dispatches an OpenRTB 2.6 bid request on behalf of a Connected TV (CTV) client without forwarding the exact

VAST Error Codes Complete Reference (100 to 901): Root Causes and Automated Alerting
Every time an OpenRTB 2.6 video auction clears with a winning bid and the client media player or Server-Side Ad Insertion (SSAI) stitcher fails to render the

Ad Pod Competitive Separation in CTV: Using IAB Categories (cat/acat) and Brand Domains (adomain) to Prevent Clashes
OpenRTB 2.6 introduced native structured ad pod signaling through the imp.video.podid, imp.video.poddur, and imp.video.maxseq fields, replacing the legacy

Dynamic Ad Insertion (DAI) for Live Sports CTV: SCTE-35 Cue Tones and the IAB LEAP Playbook
When a live sports broadcast truck injects an ANSI/SCTE-35 timesignal() command into an MPEG transport stream, every downstream Server-Side Ad Insertion

Building a First-Party Data Strategy with IAB Curated Audiences (Formerly Seller-Defined Audiences / SDA)
Passing audience attributes directly inside the OpenRTB 2.6 bidstream via user.data and site.content.data arrays eliminates the 40-to-80-millisecond

CTV Device Identity Landscape: Rescoped IAB ifa_typePersonas, Limit Ad Tracking, and Household Graphs
When a Server-Side Ad Insertion (SSAI) stitcher constructs an OpenRTB 2.6 bid request for a Connected TV (CTV) ad pod, an omitted device.ifa string or a

Solving Audio Normalization and Loudness Jumps in CTV Ad Breaks (ATSC A/85 & EBU R128 v5 Compliance)
When a Server-Side Ad Insertion (SSAI) stitcher splices an unnormalized promotional spot mixed at -11 LUFS directly after an episodic Connected TV (CTV)

VAST 4.3 and the CTV Addendum: Replacing VPAID with OMID, SIMID, and ACIF Registration
VAST error code 901 (General VPAID Error) historically accounted for up to 35% of client-side video ad drop-offs across mobile web and desktop environments

Mitigating Invalid Traffic (IVT) in CTV: SSAI Proxy Filtering and IP Data Center Exclusions
When a Server-Side Ad Insertion (SSAI) stitcher dispatches VAST 4.3 impression beacons or initiates OpenRTB 2.6 bid requests from an unconfigured cloud

Client-Side VAST vs. Server-Side Ad Insertion (SSAI): A Technical Decision Matrix for Streaming Publishers
When a live Connected TV (CTV) broadcast enters a two-minute commercial break across 500,000 concurrent devices, the underlying ad delivery architecture

Why VAST 303 No Ads Responses Spike in Server-Side CTV Auctions (And How to Fix Them)
When a Server-Side Ad Insertion (SSAI) stitcher terminates a Connected TV (CTV) ad break early and returns dead air or slate, post-auction telemetry almost
Keep reading.
The guides carry the reference material behind these posts: the definitive app-ads.txt guide and the SSP explainer are the place to start.
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