RTB Architecture

    What Is Programmatic Advertising? A Plain-English Guide With Examples

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    Programmatic advertising is the automated buying and selling of digital ad space by software, usually one impression at a time. A buyer's platform and a seller's platform trade each ad slot through an exchange within a fraction of a second, using rules people set in advance. It earned $162.4 billion of US revenue in 2025 (IAB, April 2026).

    Contents

    Key facts

    • It is the main way display ads are bought. US programmatic advertising revenue rose 20.5% to $162.4 billion in 2025, according to the Internet Advertising Revenue Report by the Interactive Advertising Bureau (IAB) and PwC (IAB, 16 April 2026).
    • Almost all US display runs through it. eMarketer estimates programmatic handled about 95% of US digital display spend in 2025, over $187 billion, and forecasts more than $220 billion in 2026. Its totals include social platforms (Basis Technologies citing eMarketer, 9 June 2026).
    • It started small. When the group that wrote the OpenRTB standard first met in November 2010, programmatic was about 4% of display advertising (IAB Tech Lab, citing eMarketer, March 2013).
    • Large advertisers now buy mostly through deals. The Association of National Advertisers (ANA) tracks programmatic spend for its members. Private marketplaces took 81.6% of that spend in Q3 2025 (ANA via Fiducia, 5 November 2025), up from 41% in its 2023 study (Marketing Dive, 16 December 2024).
    • Less than half of each dollar buys a quality impression. In Q2 2026, 45.1% of tracked spend reached measurable, viewable, fraud-free impressions on sites that are not made for advertising; transaction costs took 27.2% (ANA via Fiducia, 6 August 2026).
    • Connected TV is now the largest environment. CTV made up 41.6% of the spend the ANA tracked in Q2 2026 (ANA via Fiducia, 6 August 2026).
    Jump to the table

    Definition

    Programmatic advertising: the purchase and sale of digital ad impressions through software that applies a buyer's targeting, price and budget rules to each impression, usually through OpenRTB bid requests and responses.

    Programmatic advertising in simple words

    Think of every ad slot on a web page or app screen as a small lot at an auction. Each time someone opens the page, that slot goes up for sale. Software working for advertisers looks at the lot, decides whether it fits a campaign and names a price. The best offer wins, and its ad appears. People set the rules once, and the software applies them to every impression.

    Before programmatic, buying worked like ordering from a catalogue. A media buyer called a publisher, agreed a price for a block of impressions, signed an insertion order and emailed the creative files. That still happens for big sponsorships. For everyday display, video and audio, software replaced the phone call. It is faster, and it lets a buyer pay for the person in front of the screen rather than for a whole section of a site.

    Here is the one-minute version, the part people search for as "programmatic advertising for dummies":

    1. A person opens an app or web page that has room for an ad.
    2. The publisher's technology describes the slot and its context to many buyers at once.
    3. Each buyer's software checks that description against its campaigns, then bids or passes.
    4. The highest acceptable bid wins, and its ad loads in the slot.
    5. Both sides log the result, and the money settles later through invoices.

    Programmatic is a way of buying, not a place where ads run. The same method buys a banner on a news site, a spot in a streaming TV break or a screen in a shopping mall. It is also not one company. Dozens of firms supply the pieces, and our hub on real-time bidding (RTB) architecture maps how they connect.

    How does programmatic advertising work?

    Five kinds of system do the work. Two act for one side of the trade, one sits in the middle, and two support every step.

    5 of 5 rows

    Columns (4)

    Demand-side platform (DSP)

    Advertisers and agencies

    Holds campaigns, budgets and targeting; reads each bid request and decides what to bid

    The Trade Desk, Google Display & Video 360, Amazon DSP, Yahoo DSP

    Supply-side platform (SSP)

    Publishers and app owners

    Packages ad slots, sets floor prices and deals, sends bid requests to buyers

    Magnite, PubMatic, Index Exchange, OpenX

    Ad exchange

    The marketplace itself

    Runs the auction that matches bids to impressions; now usually built into an SSP

    Google Ad Manager's exchange, the exchanges inside the SSPs above

    Ad server

    The publisher (advertisers run their own as well)

    Makes the final choice between direct campaigns and programmatic bids; delivers and counts the ad

    Google Ad Manager, Kevel, Equativ

    Data and measurement

    Mostly buyers, increasingly sellers

    Audiences, identity, consent signals, checks for viewability and fraud

    Data management platforms, customer data platforms, clean rooms, DoubleVerify, Integral Ad Science

    Demand-side platform (DSP)

    Works for

    Advertisers and agencies

    What it does

    Holds campaigns, budgets and targeting; reads each bid request and decides what to bid

    Examples

    The Trade Desk, Google Display & Video 360, Amazon DSP, Yahoo DSP

    Supply-side platform (SSP)

    Works for

    Publishers and app owners

    What it does

    Packages ad slots, sets floor prices and deals, sends bid requests to buyers

    Examples

    Magnite, PubMatic, Index Exchange, OpenX

    Ad exchange

    Works for

    The marketplace itself

    What it does

    Runs the auction that matches bids to impressions; now usually built into an SSP

    Examples

    Google Ad Manager's exchange, the exchanges inside the SSPs above

    Ad server

    Works for

    The publisher (advertisers run their own as well)

    What it does

    Makes the final choice between direct campaigns and programmatic bids; delivers and counts the ad

    Examples

    Google Ad Manager, Kevel, Equativ

    Data and measurement

    Works for

    Mostly buyers, increasingly sellers

    What it does

    Audiences, identity, consent signals, checks for viewability and fraud

    Examples

    Data management platforms, customer data platforms, clean rooms, DoubleVerify, Integral Ad Science

    Download JSON

    Table by AdSovereign, CC BY 4.0.

    The buyer's side. A demand-side platform (DSP) is the software an advertiser or agency logs into. A running-shoe brand might tell its DSP to reach adults in Ohio who read about fitness, on sports and recipe sites, no more than three times a week, at a capped price. The DSP then applies those rules to every impression it is offered. Fees for this service are covered in DSP pricing explained.

    The seller's side. A supply-side platform (SSP) does the mirror job for a publisher. It decides which buyers may see each slot, sets the minimum price, blocks unwanted ad categories and carries any deals the publisher has struck. A news site might allow all buyers on its sports pages but only invited buyers on its homepage.

    The marketplace. An ad exchange runs the auction. It sends a bid request to connected buyers, collects their answers before a deadline and picks the winner. Most exchanges now live inside SSPs, so the two words blur. The split is explained in DSP vs SSP and in ad exchange vs ad network vs SSP.

    The last word. The publisher's ad server decides what actually shows. It compares the best programmatic bid with any direct campaign that has priority, such as a sponsorship sold by the sales team. Many sites first run header bidding, a pre-auction that collects bids from several SSPs before the ad server decides. The header bidding guide covers that step.

    The data. A bid is only as good as the information behind it. Buyers see the page or app, the device, an approximate location, consent signals and, where consent allows, an identifier. They add their own first-party data, often held in a data management platform (DMP) or a clean room. Google said in April 2025 that Chrome would keep third-party cookies (Digiday, 2025), so cookie-based IDs still work in that browser.

    The shared language. Systems from different companies understand each other because they speak OpenRTB, a free specification from IAB Tech Lab. Version 2.0 arrived in January 2012, and the current 2.6 line has been updated in place since April 2022 (IAB Tech Lab, OpenRTB). Its latest release, 2.6-202606, came out on 11 June 2026 (IAB Tech Lab on GitHub). OpenRTB 2.6 explained walks through the bid request field by field.

    Diagram of a page view triggering a bid request from a publisher's SSP to an ad exchange, which asks several DSPs for bids and returns the winning ad to the page.
    One impression, one auction, settled within the exchange's deadline. The same flow carries display, video, CTV, audio and DOOH.

    Diagram by AdSovereign, CC BY 4.0.

    The four ways to buy programmatically

    Programmatic is not only an open auction. Buyers and sellers can also agree terms in advance and pass a deal ID with each bid request. The four common deal types differ in price, access and commitment.

    4 of 4 rows

    Columns (4)

    Open auction

    Auction above the seller's floor

    Any buyer the exchange allows

    No

    Private marketplace (PMP)

    Auction above a deal floor

    Invited buyers only

    No

    Preferred deal

    Fixed price agreed in advance

    One buyer, who gets first look

    No

    Programmatic guaranteed

    Fixed price agreed in advance

    One buyer, who commits to buy

    Yes

    Open auction

    How the price is set

    Auction above the seller's floor

    Who can bid

    Any buyer the exchange allows

    Is volume guaranteed?

    No

    Private marketplace (PMP)

    How the price is set

    Auction above a deal floor

    Who can bid

    Invited buyers only

    Is volume guaranteed?

    No

    Preferred deal

    How the price is set

    Fixed price agreed in advance

    Who can bid

    One buyer, who gets first look

    Is volume guaranteed?

    No

    Programmatic guaranteed

    How the price is set

    Fixed price agreed in advance

    Who can bid

    One buyer, who commits to buy

    Is volume guaranteed?

    Yes

    Download JSON

    Table by AdSovereign, CC BY 4.0.

    Deals have taken over among large advertisers. In the ANA's benchmark, the private marketplace (PMP) share of spend rose from 41% in the 2023 study to 59% in the 2024 study (Marketing Dive, 16 December 2024). It reached 87.8% in Q2 2025 (ANA, 14 August 2025). The benchmark covers advertisers that share log-level data, so it describes big buyers rather than the whole market.

    eMarketer forecasts that programmatic direct, its term for fixed-price deals, will take 76.3% of US programmatic display spend in 2026, or 50.4% if social platforms are excluded (eMarketer, 17 July 2026). A sportswear brand that must own a running magazine's homepage on marathon day would use programmatic guaranteed. The same brand would use the open auction for steady, cheap reach. The full comparison is in programmatic guaranteed vs PMP vs preferred deal.

    Where programmatic ads run: channels compared

    Each channel uses the same auction, but the bid request carries a different object to describe the slot. The OpenRTB version history shows when each channel joined the standard (IAB Tech Lab, OpenRTB; OpenRTB 2.6 change log).

    6 of 6 rows

    Columns (5)

    Display and native

    Banners and ads styled like the page

    Banner (2.0, January 2012); Native (2.3, January 2015)

    US display revenue $81.6 billion in 2025 (IAB, 16 April 2026)

    Online video and CTV

    Pre-roll, mid-roll and ad pods on streaming TV

    Video (2.0); ad pods (2.6, April 2022)

    US digital video revenue $78 billion in 2025 (IAB, 16 April 2026); CTV 41.6% of ANA-tracked programmatic spend in Q2 2026 (ANA via Fiducia, 6 August 2026)

    Audio

    Streaming radio, music and podcast spots

    Audio (2.4, March 2016)

    US podcast revenue $2.9 billion in 2025 (IAB, 16 April 2026)

    Digital out-of-home (DOOH)

    Screens in stations, malls, shops and roadsides

    DOOH (2.6-202211, November 2022)

    n/d on this page

    Retail media

    Retailer audiences on and off the retailer's sites

    Same objects; retailer data added by the buyer or the retailer

    Global retail media $200.4 billion forecast for 2026 (The Desk on WARC, August 2026)

    Social and search

    Feeds, stories, search results

    Not OpenRTB; each platform runs its own automated auction

    Counted as programmatic by eMarketer, not by every source (eMarketer, 17 July 2026)

    n/a

    Display and native

    What is sold

    Banners and ads styled like the page

    OpenRTB object (in the standard since)

    Banner (2.0, January 2012); Native (2.3, January 2015)

    Size signal (all buying methods unless stated)

    US display revenue $81.6 billion in 2025 (IAB, 16 April 2026)

    Deeper page

    DSP vs SSP

    Online video and CTV

    What is sold

    Pre-roll, mid-roll and ad pods on streaming TV

    OpenRTB object (in the standard since)

    Video (2.0); ad pods (2.6, April 2022)

    Size signal (all buying methods unless stated)

    US digital video revenue $78 billion in 2025 (IAB, 16 April 2026); CTV 41.6% of ANA-tracked programmatic spend in Q2 2026 (ANA via Fiducia, 6 August 2026)

    Audio

    What is sold

    Streaming radio, music and podcast spots

    OpenRTB object (in the standard since)

    Audio (2.4, March 2016)

    Size signal (all buying methods unless stated)

    US podcast revenue $2.9 billion in 2025 (IAB, 16 April 2026)

    Digital out-of-home (DOOH)

    What is sold

    Screens in stations, malls, shops and roadsides

    OpenRTB object (in the standard since)

    DOOH (2.6-202211, November 2022)

    Size signal (all buying methods unless stated)

    n/d on this page

    Retail media

    What is sold

    Retailer audiences on and off the retailer's sites

    OpenRTB object (in the standard since)

    Same objects; retailer data added by the buyer or the retailer

    Size signal (all buying methods unless stated)

    Global retail media $200.4 billion forecast for 2026 (The Desk on WARC, August 2026)

    Deeper page

    Retail media hub

    Social and search

    What is sold

    Feeds, stories, search results

    OpenRTB object (in the standard since)

    Not OpenRTB; each platform runs its own automated auction

    Size signal (all buying methods unless stated)

    Counted as programmatic by eMarketer, not by every source (eMarketer, 17 July 2026)

    Deeper page

    n/a

    Download JSON

    Table by AdSovereign, CC BY 4.0.

    Connected TV deserves its own note. A streaming ad break holds several slots, so OpenRTB 2.6 added pod bidding, which lets buyers bid on a whole break at once (OpenRTB 2.6 change log). The ads are usually stitched into the stream on the server, a method called server-side ad insertion (SSAI). A car brand can buy every first slot in a cooking show's breaks for a month this way.

    Retail media mixes two systems. Sponsored products on a retailer's own site usually run on the retailer's own auction. Offsite ads use programmatic pipes, with the retailer's shopper data steering a DSP's bids on other sites. A cereal brand could reach a grocer's recent cereal buyers on news sites, then see sales reported by the grocer.

    What programmatic advertising costs

    Most programmatic media is priced as a CPM, the cost per thousand impressions. In Q2 2025 the ANA found PMP impressions averaged a $7.15 CPM against $4.41 in the open marketplace (ANA, 14 August 2025). Some campaigns pay per click or per action instead, priced as CPC or CPA, but the auction underneath still clears per impression.

    The media price is not the whole cost. Each intermediary takes a fee: the DSP, any data provider, the SSP, and often verification and ad serving. The ANA's quarterly Programmatic Transparency Benchmark tracks how much of a dollar survives that chain. The table applies its Q2 2026 averages to $10 of spend, a round number that keeps the shares easy to read.

    5 of 5 rows

    Columns (4)

    Spend entering the DSP

    100%

    $10.00

    Starting point

    Transaction costs (DSP platform, DSP data, SSP fees)

    27.2%

    $2.72

    Seller revenue

    72.8%

    $7.28

    Calculated: 100% minus 27.2%

    Spent on impressions that fail quality checks (not viewable, not measurable, invalid traffic or made-for-advertising sites)

    27.7%

    $2.77

    Calculated: 72.8% minus 45.1%

    TrueAdSpend: quality impressions

    45.1%

    $4.51

    Spend entering the DSP

    Share of spend

    100%

    Of $10

    $10.00

    Source

    Starting point

    Seller revenue

    Share of spend

    72.8%

    Of $10

    $7.28

    Source

    Calculated: 100% minus 27.2%

    Spent on impressions that fail quality checks (not viewable, not measurable, invalid traffic or made-for-advertising sites)

    Share of spend

    27.7%

    Of $10

    $2.77

    Source

    Calculated: 72.8% minus 45.1%

    Download JSON

    Table by AdSovereign, CC BY 4.0.

    The waterfall leaves out agency fees, ad serving fees, managed-service fees and brand safety tools (ANA Benchmark, Q1 2025), so the full chain costs more. The fee layers are explained in the ad tech tax explained. The quarterly series sits in the working media benchmark, and the ad tech fee calculator runs the same sums on your own numbers.

    Price alone misleads. In Q2 2026 the ANA's lower-performing advertisers paid a $6.55 CPM against $7.90 for higher performers (ANA via Fiducia, 6 August 2026). Once only quality impressions were counted, the cheaper group paid $13.80 per thousand against $11.94. Cheap supply often hides waste.

    Programmatic advertising examples: one impression from page load to payment

    The steps below follow one impression on an ordinary evening. The people, brands and prices are illustrative. The fields and the auction rules come from the OpenRTB 2.6 specification.

    1. Dana opens a recipe page on her phone. The page has a medium rectangle ad slot. Its header bidding code and the publisher's ad server ask for an ad.
    2. The SSP describes the slot. Its bid request lists the page address and topic (healthy recipes), the phone model, a coarse location (Ohio), Dana's consent choices and a floor price of $2.00 per thousand.
    3. The exchange asks the buyers. It sends the request to the DSPs it works with and gives them a deadline to answer. The step-by-step RTB guide times this part in milliseconds.
    4. Three DSPs decide. A running-shoe brand's DSP sees a fitness-related page, a reader under its frequency cap and budget left for the day. It values the impression at $6.20 per thousand and, after bid shading, bids $5.80. A meal-kit brand bids $4.90. A bank's DSP passes, because the page does not match its campaign.
    5. The auction clears. In a first-price auction the highest bid pays what it bid. The shoe brand wins at $5.80 per thousand, which is 0.58 cents for this one impression.
    6. The ad server confirms. No direct campaign outranks the winner, so the programmatic ad serves. The ad loads, and the exchange records a billable impression.
    7. Everyone counts. A verification tag checks whether the ad was viewable. The DSP adds the view to Dana's frequency count. If Dana later buys the shoes, the brand may credit the ad, depending on its attribution rules.
    8. The money moves at month end. The agency pays the DSP, the DSP pays the exchange, and the SSP pays the publisher. Each keeps its fee along the way.

    The same pattern covers other formats. A carmaker buys a streaming break through programmatic guaranteed. A coffee chain buys morning slots on station screens through a DOOH platform. A cereal brand reaches a grocer's shoppers on news sites through retail media. A telecom brand's audio spot is inserted into a podcast as it downloads. Only the slot description and the creative change.

    How big is the programmatic market?

    Three numbers are quoted most often, and they measure different things. The table keeps them apart.

    6 of 6 rows

    Columns (4)

    US programmatic advertising revenue, 2025

    $162.4 billion, +20.5%

    Revenue reported by media sellers to IAB and PwC

    US programmatic digital display spend, 2025

    Over $187 billion, +16.6%; about 95% of display

    eMarketer model, social platforms included

    US programmatic digital display spend, 2026 (forecast)

    Over $220 billion, +17.4%

    eMarketer model, social platforms included

    Programmatic direct share of US programmatic display, 2026 (forecast)

    76.3%; 50.4% excluding social

    eMarketer model

    Share of tracked spend reaching quality impressions, Q2 2026

    45.1%

    ANA benchmark participants

    Global programmatic spend

    n/d

    No primary global figure verified for this page

    n/a

    US programmatic advertising revenue, 2025

    Figure

    $162.4 billion, +20.5%

    Scope

    Revenue reported by media sellers to IAB and PwC

    Programmatic direct share of US programmatic display, 2026 (forecast)

    Figure

    76.3%; 50.4% excluding social

    Scope

    eMarketer model

    Share of tracked spend reaching quality impressions, Q2 2026

    Figure

    45.1%

    Scope

    ANA benchmark participants

    Global programmatic spend

    Figure

    n/d

    Scope

    No primary global figure verified for this page

    Source

    n/a

    Download JSON

    Table by AdSovereign, CC BY 4.0.

    The gap between $162.4 billion and $187 billion is mostly a question of definition. eMarketer counts automated buying on social platforms, while the IAB figure comes from a survey of sellers (IAB, 16 April 2026). Quote the source and scope together. Growth is not in doubt. When the OpenRTB group formed in 2010, programmatic was a small share of display; today it is nearly all of it.

    What is changing in 2026

    How to learn programmatic advertising

    You can learn the basics in a few weeks with free, primary material. Work in this order, because each step uses the one before.

    1. Learn the vocabulary. Read the ten terms in the box above, then the rest of the ad tech glossary. Most confusion comes from words like "exchange" and "deal" meaning slightly different things at different companies.
    2. Read one bid request. Open the example requests in the OpenRTB 2.6 specification and find the slot, the device, the floor and the consent fields. The planned OpenRTB bid request builder lets you change fields and see the result.
    3. Follow one auction. Read how real-time bidding works, then Google's guide to bid timing for its buyers (Google Authorized Buyers, updated 17 September 2026).
    4. Follow the money. Work through the ANA cost waterfall above with your own numbers, then read the ad tech tax explained.
    5. See the seller's side. The free Prebid.org documentation explains how publishers run header bidding auctions (Prebid.org, timeouts guide).
    6. Pick a course only after that. Our review of programmatic advertising courses and certifications lists which are free and which are worth paying for.

    FAQ

    Is programmatic advertising the same as real-time bidding?
    No. Real-time bidding (RTB) is one way to trade programmatically: an auction per impression. Programmatic also covers fixed-price deals such as preferred deals and programmatic guaranteed, which use the same pipes without an open auction. Forecasts from eMarketer put those fixed-price deals at 76.3% of US programmatic display spend in 2026 (eMarketer, 17 July 2026).
    What is an example of programmatic advertising?
    A shoe brand's DSP sees a bid request for an ad slot on a recipe page read by someone in Ohio, bids, wins and shows its ad, all while the page loads. A streaming service selling a TV ad break to a carmaker through a fixed-price deal is also programmatic. The worked example above walks through each step.
    How much does programmatic advertising cost?
    There is no list price; most media is sold per thousand impressions. In Q2 2025 the ANA found average CPMs of $7.15 in private marketplaces and $4.41 in the open marketplace (ANA, 14 August 2025). On top of media, fees took 27.2% of spend in Q2 2026 (ANA via Fiducia, 6 August 2026).
    What is the difference between programmatic and direct buying?
    Direct buying means a person-to-person deal: an insertion order, a fixed price and creative trafficked by the publisher. Programmatic means software handles the transaction, either in an auction or through a deal ID. Programmatic guaranteed sits between the two: it keeps the reserved volume of a direct deal but runs through a DSP.
    Are Facebook, Google Search and TikTok ads programmatic?
    They are automated auctions, but inside one company's walls. Each platform sells mainly its own inventory through its own system, not through OpenRTB exchanges. Forecasts from eMarketer include social in programmatic totals, which is why they run higher than seller-reported figures (Basis Technologies citing eMarketer, 9 June 2026).
    Is programmatic advertising hard to learn?
    The idea is simple; the detail takes practice. Most people can follow a bid request and an auction after a few weeks with the specification and a glossary. Running campaigns well takes longer, because pricing, fees and supply quality vary so much between sellers.

    Where to go next

    How this works on owned infrastructure

    This page described programmatic as five parts: a buyer platform, a seller platform, an exchange, an ad server and a data layer. Most companies rent each part from a different vendor. Each vendor takes a fee and sees some of the data. AdSovereign is an enterprise RTB stack (DSP, SSP, exchange, DMP and clean room) designed to run on infrastructure the operator controls. A retailer, bank or publisher can then run its own auction and keep bid-level logs and first-party data in its own environment. The question shifts from "which fees do we accept" to "which layers do we run ourselves". The architecture page shows how the components connect, and the TCO page sets out a method for comparing owned and rented stacks.

    Sources

    1. IAB, "Digital Ad Revenue Climbs to Nearly $300B as IAB Celebrates 30 Year Anniversary" (IAB/PwC Internet Advertising Revenue Report, full year 2025) (16 April 2026). https://www.iab.com/news/digital-ad-revenue-climbs-to-nearly-300b-as-iab-celebrates-30-year-anniversary/
    2. Basis Technologies, "7 Programmatic Advertising Trends Shaping 2026", citing eMarketer (9 June 2026). https://basis.com/blog/7-programmatic-advertising-trends-shaping-2026
    3. eMarketer, "US Programmatic Advertising Forecast and Ad Tech Trends H2 2026" (17 July 2026; figures verified via search snippet). https://www.emarketer.com/content/us-programmatic-advertising-forecast-ad-tech-trends-h2-2026
    4. IAB Tech Lab, OpenRTB standard page and version history (page last updated 23 January 2024). https://iabtechlab.com/standards/openrtb/
    5. IAB Tech Lab, OpenRTB 2.6 specification and change log, GitHub (release 2.6-202606, 11 June 2026). https://github.com/InteractiveAdvertisingBureau/openrtb2.x/blob/main/2.6.md
    6. IAB Tech Lab, OpenRTB 2.x releases, GitHub (accessed 9 November 2026). https://github.com/InteractiveAdvertisingBureau/openrtb2.x/releases
    7. Fiducia, ANA Q2 2026 Programmatic Transparency Benchmark release (6 August 2026). https://www.fiducia.eco/post/ana-programmatic-transparency-benchmark-q2-2026-working-media-efficiency-reaches-a-record-45
    8. Fiducia, ANA Q3 2025 Programmatic Transparency Benchmark release (5 November 2025). https://www.fiducia.eco/post/the-ana-q3-2025-programmatic-transparency-benchmark-reveals-13-6b-in-efficiency-gains-as-programmat
    9. ANA, "The ANA Q2 2025 Programmatic Transparency Benchmark Finds $26.8B in Wasted Programmatic Spend" (14 August 2025). https://www.ana.net/content/show/id/pr-2025-08-programmatictrans
    10. ANA, Programmatic Transparency Benchmark Q1 2025 findings (PDF, 2025). https://s3.amazonaws.com/media.mediapost.com/uploads/ANAQ12025Programmatic.pdf
    More sources (10)
    1. Marketing Dive, "Programmatic ad spend grows alongside efficiency gains: ANA" (16 December 2024). https://www.marketingdive.com/news/programmatic-efficient-transparent-ctv-marketing-ana/735645/
    2. The Desk on WARC, "Retail media ad market to top $200 billion as growth slows" (August 2026). https://thedesk.net/2026/08/warc-retail-media-ad-market-to-top-200-billion-as-growth-slows/
    3. IAB Tech Lab, Deals API (page last updated 6 February 2026). https://iabtechlab.com/standards/dealsapi/
    4. MediaPost, "Microsoft to shutter DSP formerly Xandr" (2025). https://www.mediapost.com/publications/article/405873/microsoft-to-shutter-dsp-formerly-xandr-replace.html
    5. PPC Land, "AAMP and AdCP overlap on 13 functions, IAB Tech Lab COO says" (August 2026). https://ppc.land/aamp-and-adcp-overlap-on-13-functions-iab-tech-lab-coo-says/
    6. AdExchanger, "The Court Just Unsealed Judge Brinkema's Remedies Decision in the Google Ad Tech Antitrust Case" (16 September 2026). https://www.adexchanger.com/platforms/the-court-just-unsealed-judge-brinkemas-remedies-decision-in-the-google-ad-tech-antitrust-case-heres-your-tldr/
    7. Digiday, "After years of uncertainty, Google says it won't be deprecating third-party cookies in Chrome" (April 2025). https://digiday.com/marketing/after-years-of-uncertainty-google-says-it-wont-be-deprecating-third-party-cookies-in-chrome
    8. Google AdSense Help, "Recent transition to IAB TCF v2.3" (2 March 2026). https://support.google.com/adsense/answer/16942036?hl=en
    9. Google Authorized Buyers, "Peer guide" (last updated 17 September 2026). https://developers.google.com/authorized-buyers/rtb/peer-guide
    10. Prebid.org, "Prebid Timeouts" (accessed 9 November 2026). https://docs.prebid.org/features/timeouts.html