Blog
Your Exchange on Autopilot: Yield Optimization That Proves Itself
Most exchange floors and blocks were written once and never re-measured. A look at goal-based optimization: one objective per endpoint, three levers, and a live holdout that decides whether each one stays on.
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Bid Floors: How to Set Them, and How to Tell If They Worked
Raising a floor always raises your average CPM, even when it destroys revenue. A guide to price floors in first-price auctions, and to measuring them honestly.
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Ad Exchange vs SSP vs Ad Network: Which One Do You Actually Need?
The three categories stopped being distinct products years ago. What actually separates them is which decisions you own — and that is the choice worth making deliberately.
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Supply Path Optimization: How to Be the Path Buyers Keep
SPO is a decision made about you, not by you. What a DSP actually measures when it ranks supply paths, and how an exchange stays on the list.
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Bid Request Enrichment: How to Make the Same Impression Worth More
Buyers price what they can see. A guide to enriching outgoing bid requests — geo, identity, placement ID, context — without inventing signal you do not have.
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Your Ad Ops Team, Plus One
Ad operations is mostly questions, and most of them are answerable from data you already own. What an AI assistant wired into your own exchange handles across a working week — and where you still have to do the thinking.
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RTB Traffic Shaping: Cutting QPS Without Cutting Revenue
Anyone can cut RTB QPS by 40%. The question is what it cost. A technical guide to traffic shaping with a live holdout, so the answer is measured, not assumed.
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An OpenRTB Bid Request Example, Annotated Field by Field
A complete OpenRTB 2.6 bid request and response, annotated object by object: what each field means, what the spec requires, and what real exchanges do.
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ads.txt, app-ads.txt and sellers.json Validation: A Guide for Exchange Operators
ads.txt, app-ads.txt and sellers.json from the consuming side: crawl schedules, parse edge cases, schain validation and what these files cannot prove.
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Prebid.js vs Prebid Server: Which to Run, and When to Run Both
Where each auction runs, what the trade costs in latency and match rate, which demand belongs on which side, and how to migrate to Prebid Server safely.
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The Cost to Build an Ad Exchange: The Build Is the Cheap Part
The real cost to build an ad exchange is the loop that never closes, not the build. Six cost categories to price with your own salary and traffic numbers.
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Cookie Sync and Match Rate: The Bid-Rate Lever Most Exchanges Ignore
DSPs bid less, and lower, on users they cannot recognize. A guide to cookie sync, match rate and ID bridging for operators running their own RTB exchange.
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How to Set Up an RTB Exchange: The Auction Is the Easy Part
An RTB exchange runs on two clocks: a 300 ms auction you can finish, and a settlement loop that never closes. A technical guide to building and operating both.
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Ad Fraud Prevention: A Practical Guide for Exchange Operators
Where you catch a fraudulent request decides what it costs you. A four-gate guide to ad fraud prevention for publishers, ad networks and SSPs.
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White Label Ad Exchange: What to Demand Before You Sign
What a white label ad exchange must support — OpenRTB, Prebid, QPS, compliance — and the vendor questions that separate production platforms from demo-ware.
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