In-depth guides on OpenRTB, ad formats, bidding protocols, privacy compliance, and traffic strategy — built by our engineering team.
In-depth resources to help you navigate the programmatic ecosystem — whether you're buying, selling, or building.
Understand the full programmatic supply chain — how demand-side platforms, supply-side platforms, and ad exchanges connect buyers and sellers.
Getting StartedWhat to evaluate when selecting a DSP — inventory access, targeting capabilities, optimization features, transparency, and pricing models.
Getting StartedEvaluating SSPs — demand quality, fill rates, payment terms, reporting transparency, technical integration, and floor price controls.
Getting StartedStep-by-step guide — campaign setup, targeting selection, creative specs, budget pacing, optimization tactics, and reporting analysis.
Getting StartedHow to integrate with an SSP — SDK vs tag vs server-side, OpenRTB endpoints, ad unit setup, floor pricing, and testing before going live.
Getting StartedNavigating a career in ad operations — key roles (trafficker, yield manager, ad tech engineer), required skills, certifications, and career progression.
Getting StartedA-Z glossary covering SSP, DSP, DMP, RTB, PMP, PG, CPM, eCPM, CTR, CPA, ROAS, viewability, attribution, and all essential ad tech terminology.
ProtocolA comprehensive breakdown of the OpenRTB specification — bid requests, responses, auction mechanics, versions 2.5, 2.6, and 3.0.
ProtocolHow ads.txt prevents domain spoofing and unauthorized inventory sales — implementation guide, common mistakes, and ecosystem impact.
ProtocolHow app-ads.txt protects in-app inventory from fraud, implementation requirements for publishers and verification for buyers.
ProtocolHow the IAB TCF enables GDPR-compliant consent signaling across the programmatic chain — technical implementation and vendor strings.
ProtocolUnderstanding the schain extension — how it tracks all intermediaries in the ad supply chain and enables Supply Path Optimization.
ProtocolIAB video serving standards explained — VAST XML structure, VPAID interactivity, SIMID replacement, and compatibility across platforms.
ProtocolIAB's unified measurement framework for in-app advertising — viewability, verification, and cross-platform consistency.
ProtocolA comprehensive overview of IAB technical standards — OpenRTB, VAST, ads.txt, TCF, and how they enable interoperable ad ecosystems.
ProtocolHow MRAID enables rich media ads to communicate with mobile apps — expandable banners, interstitials, and cross-platform compatibility.
Ad FormatsA practical comparison of major ad formats — performance benchmarks, UX impact, integration complexity, and when to use each format.
Ad FormatsHow in-stream video advertising works within content — linear vs non-linear, VAST implementation, completion rates, and monetization strategies.
Ad FormatsHow outstream video ads work in-banner, in-feed, and interstitial placements — autoplay behavior, viewability, and CPM benchmarks.
Ad FormatsHow native ads match publisher content for higher engagement — OpenRTB native objects, creative assets, and performance optimization.
Ad FormatsIAB standard banner sizes, creative specs, viewability benchmarks, rich media extensions, and programmatic delivery best practices.
Ad FormatsHow popunder ads work behind the browser tab — CPM ranges, use cases, browser restrictions, compliance, and quality considerations.
Ad FormatsHow push ads reach opted-in users — opt-in mechanics, delivery flow, targeting capabilities, CPM/CPC benchmarks, and compliance.
Ad FormatsFull-screen ad experiences at natural transition points — creative specs, timing triggers, IAB guidelines, and viewability rates.
Ad FormatsHow rewarded video creates win-win for users and advertisers — opt-in model, reward mechanics, high completion rates, and OpenRTB support.
Traffic SourcesHow device manufacturers create premium ad inventory through pre-installed browsers, system apps, and OEM partnerships.
Traffic SourcesUnderstanding in-app ad inventory — SDK integrations, app categories, user engagement metrics, and programmatic access patterns.
Traffic SourcesHow connected TV creates programmatic opportunities — streaming platforms, device ecosystems, targeting capabilities, and market growth.
Traffic SourcesComparing open web inventory with walled garden platforms — scale, targeting, transparency, and how to build a diversified traffic strategy.
Traffic SourcesHow utility apps (launchers, keyboards, file managers) generate ad inventory — user behavior, engagement patterns, and monetization models.
Traffic SourcesHow social platforms deliver programmatic-scale inventory — audience targeting, creative formats, and integration with external DSPs.
Traffic SourcesHow redirect chains, parked domains, and expired domains create ad inventory — monetization strategies, quality concerns, and tracking.
Traffic SourcesTypes of ad fraud, detection methods, verification vendors (IAS, DV, MOAT), ads.txt/app-ads.txt, and building a fraud-free supply chain.
BusinessStrategies for publishers to maximize yield — ad stack optimization, demand diversification, floor pricing, and fill rate management.
BusinessHow to set and optimize floor prices — static vs dynamic, bidder behavior analysis, segmentation strategies, and revenue impact.
BusinessHow PMP deals work — invitation-only auctions, fixed CPM vs dynamic, publisher controls, DSP integration, and when to use PMPs.
BusinessHow PG combines the certainty of direct-sold with programmatic efficiency — fixed impressions, guaranteed pricing, and workflow automation.
BusinessUnderstanding all programmatic pricing models — CPM, eCPM, CPC, CPA, CPL, ROAS, and how to choose the right model for your goals.
BusinessUnderstanding rev share across the supply chain — publisher-SSP splits, DSP margins, exchange fees, and transparency requirements.
BusinessHow SPO helps buyers find the most efficient path to inventory — reducing hops, increasing publisher revenue, and improving transparency.
BusinessComparison of direct-sold and programmatic — revenue trade-offs, operational requirements, yield management, and hybrid strategies.
TechnologyHow header bidding revolutionized publisher monetization — client-side vs server-side, wrapper management, timeout optimization, and yield.
TechnologyHow to implement Prebid.js — bidder adapters, auction configuration, price granularity, consent modules, and performance tuning.
TechnologyHow server-side header bidding (S2S) reduces page latency — Prebid Server, OpenRTB integration, and client vs server trade-offs.
TechnologyHow ML models optimize bidding decisions — bid shading, win rate prediction, budget pacing, and real-time feature engineering at scale.
TechnologyHow verification vendors protect advertisers — viewability measurement, brand safety categorization, fraud detection, and IAS/DV/MOAT comparison.
TechnologyWhat counts as a viewable impression — MRC standards (50%/1s display, 50%/2s video), IAB guidelines, and how viewability impacts pricing.
TechnologyUnderstanding ad latency causes and impact — network delays, creative size, auction time, TMAX settings, and optimization techniques.
TechnologyHow DCO assembles personalized ads in real-time — data inputs, creative assembly, OpenRTB integration, and performance benefits.
PrivacyHow GDPR affects programmatic — lawful basis, consent signals, data minimization, cross-border transfers, and enforcement trends.
PrivacyHow California Consumer Privacy Act and state-level laws affect ad targeting — opt-out rights, US Privacy string, and compliance frameworks.
PrivacyHow to implement IAB TCF 2.2 — CMP integration, consent string encoding, vendor list management, and signal propagation to DSPs.
PrivacyHow third-party cookie deprecation reshapes advertising — contextual targeting, first-party data strategies, and alternative identifiers.
PrivacyComparing post-cookie identity approaches — Unified ID 2.0, LiveRamp ATS, Google Topics, FLEDGE, and publisher first-party ID graphs.
PrivacyHow Google's Privacy Sandbox APIs work — Topics for interest targeting, Protected Audience for remarketing, Attribution Reporting, and adoption status.
InsightsGlobal market size, growth projections, regional trends, CTV acceleration, retail media expansion, and emerging market opportunities.
InsightsHow connected TV is transforming video advertising — programmatic CTV buying, audience targeting, measurement challenges, and market forecast.
InsightsHow retailers build advertising businesses — Amazon, Walmart, Instacart, closed-loop attribution, on-site and off-site inventory, and DSP partnerships.
InsightsHow AI transforms every layer of advertising — generative creative, predictive targeting, automated bidding, anomaly detection, and ethical considerations.
InsightsHow programmatic transforms digital out-of-home — time-of-day buying, location targeting, measurement integration, and market opportunity.
InsightsDigital audio landscape — podcasts, music streaming, smart speakers, programmatic buying, companion display, targeting, and market size.
InsightsAI-driven optimization, privacy-first targeting, retail media growth, CTV performance, cookieless solutions, and actionable strategies for advertisers.
InsightsMajor acquisitions reshaping ad tech — why consolidation is accelerating, impact on publishers and advertisers, and how to adapt your stack.