#ad-tech-inefficiency
#ad-tech-inefficiency

Marketing tech

Google AdSense To Experiment With New Ad Technology Partners

fromBenzinga

Marketing tech

Google's AI Ad Machine Rewrites Search Rules As Brands See Up To 80% Revenue Boost: 'Not Some Zero-Sum Ga

Google says its AI-powered ads help some brands lift online sales by 80%

Google's AI-powered ad tools are showing measurable results, with significant revenue growth and new ad formats being tested in AI search products.

fromSearch Engine Roundtable

Google AdSense To Experiment With New Ad Technology Partners

Google will experiment with updated ad technology partners starting April 20, 2026, with potential implementation on or after June 5, 2026.

fromBenzinga

Google's AI Ad Machine Rewrites Search Rules As Brands See Up To 80% Revenue Boost: 'Not Some Zero-Sum Ga

Google's AI toolkit has significantly boosted ad revenue, reaching $82.28 billion in Q4 2025, with brands like Aritzia seeing an 80% revenue increase.

Google says its AI-powered ads help some brands lift online sales by 80%

Google's AI-powered ad tools are showing measurable results, with significant revenue growth and new ad formats being tested in AI search products.

How to Create Impact with your next Multi-Channel Marketing Campaign

Successful multi-channel marketing requires a clear campaign strategy before selecting appropriate channels to avoid wasted resources and confusion.

Media industry

fromHarvard Business Review

22 hours ago

Media Buying Briefing: What buyers got out of the NewFronts and expect to happen in the upfronts

Digital players are reshaping ad strategies, emphasizing measurement and outcomes to attract ad dollars from traditional TV.

Digital life

How AI Is Threatening Platforms' Revenue Streams

Online activity and centralized digital services have created a platform-dependent society, influencing markets, labor, and consumer behavior.

UX design

Are you buying simplicity or dependency in CreativeOps? | MarTech

CreativeOps buyers face a choice between perceived simplification and underlying dependency in their production ecosystems.

E-Commerce

fromEntrepreneur

8 hours ago

Why Price Isn't the Real Reason People Buy Anymore

People prioritize ease, safety, and familiarity over price, with trust and habit influencing buying decisions more than discounts.

Artificial intelligence

The Hottest Debate In Tech: Ads In AI

The debate in AI centers on the introduction of advertising in chatbot interactions and the financial implications of running AI systems.

Online marketing

fromVerticalResponse

fromFairbanks Daily News-Miner

AI Search: How Generative Engines Are Transforming Discovery (and What It Means for Marketers)

AI search transforms information retrieval by synthesizing answers from multiple sources, making it essential for businesses to adapt to this new landscape.

#artificial-intelligence

Business intelligence

Why AI Search Matters for Clients. How Brands Can Gain More Visibility, More Trust, and Better Conversion With the Right Strategy

AI Search is crucial for business growth, impacting customer acquisition, brand trust, and visibility in a digital landscape.

fromFairbanks Daily News-Miner

Why marketing is now the operating system for growth

Artificial intelligence is transforming marketing into a central growth engine, influencing brand perception for both humans and automated systems.

Business intelligence

Why AI Search Matters for Clients. How Brands Can Gain More Visibility, More Trust, and Better Conversion With the Right Strategy

AI Search is crucial for business growth, impacting customer acquisition, brand trust, and visibility in a digital landscape.

more#artificial-intelligence

Why marketing is now the operating system for growth

Artificial intelligence is transforming marketing into a central growth engine, influencing brand perception for both humans and automated systems.

Social media marketing

fromBGR

2 days ago

Here's How Facebook Decides What Ads To Show You (And How To Change Them) - BGR

Facebook collects user data to personalize ads based on activity and interests.

Apple

5 Years Of ATT: What We've Learned, And What The Future Of iOS Performance Looks Like | AdExchanger

Apple's AppTrackingTransparency led to a significant decline in user tracking, forcing a shift to privacy-preserving measurement methods.

21 hours ago

Why CTV Is Becoming The First Real Test Of Agentic Advertising | AdExchanger

Connected TV growth complicates deal execution for publishers due to increased complexity and the need for coordination across disparate systems.

Privacy professionals

What Regulators Talk About When They Talk About Ad Tech | AdExchanger

Privacy regulators emphasize protecting children, honoring opt-outs, and ensuring companies are transparent about data collection practices.

37 minutes ago

A Blueprint for the Future of TV Advertising

Clichés, assumed wisdom, best practices, and dogma hinder innovation in the media industry, necessitating courage and creativity for future success.

Digital life

11 hours ago

AI search adoption splits along income lines | MarTech

AI search adoption varies significantly by household income, revealing a growing digital inequality in access to information and decision-making tools.

Media industry

22 hours ago

In Graphic Detail: New data shows publishers face growing AI bot, third-party scraper activity

A third-party scraper economy is emerging, complicating content protection for publishers as multiple vendors harvest and resell their data.

2 years ago

Commerce | AdExchanger

Regulators are paying more attention to data privacy because their constituents consider it a 'kitchen table' issue, highlighting its importance in everyday life.

EU data protection

Those 90-second YouTube ads you saw? YouTube says they don't exist

YouTube denies the existence of 90-second unskippable ads despite user reports of experiencing them.

fromBGR

YouTube Claims It Isn't Testing 90-Second Unskippable Ads - But Users Say Otherwise - BGR

YouTube is facing backlash for introducing longer unskippable ads, with users reporting 90-second ads despite the company's denial of such formats.

Online marketing

fromDigital Trends

Those 90-second YouTube ads you saw? YouTube says they don't exist

YouTube denies the existence of 90-second unskippable ads despite user reports of experiencing them.

fromBGR

YouTube Claims It Isn't Testing 90-Second Unskippable Ads - But Users Say Otherwise - BGR

YouTube is facing backlash for introducing longer unskippable ads, with users reporting 90-second ads despite the company's denial of such formats.

How Advertisers Can - And Cannot - Get In Front Of Chatbot Shoppers | AdExchanger

Brand marketers have limited control over LLM results despite willingness to pay for visibility in AI-generated responses.

Creator content has become critical for retail media networks

Retail media and the creator economy are increasingly interconnected, enhancing advertising effectiveness through data-driven creator partnerships.

Retail Media's Measurement Problem Is A Trust Problem - And Incrementality Is The Way Forward | AdExchanger

Retail media's growth is hindered by inconsistent measurement of incremental performance, complicating budget decisions for advertisers.

fromModern Retail

22 hours ago

Creator content has become critical for retail media networks

Retail media and the creator economy are increasingly interconnected, enhancing advertising effectiveness through data-driven creator partnerships.

#programmatic-advertising

Retail Media's Measurement Problem Is A Trust Problem - And Incrementality Is The Way Forward | AdExchanger

Retail media's growth is hindered by inconsistent measurement of incremental performance, complicating budget decisions for advertisers.

Who Needs 'Corrosive Intermediaries' Anyway? | AdExchanger

Publishers face significant challenges but can innovate to improve their position in the programmatic supply chain.

Hearst Built A Unified Ad Marketplace To Simplify Omnichannel News Buys | AdExchanger

Hearst is creating a unified programmatic marketplace for its news properties to simplify local news advertising and adapt to market changes.

As programmatic faces signal degradation, agentic advertising offers a solution

Traditional programmatic advertising is struggling due to fragmentation and privacy issues, necessitating a new infrastructure for better efficiency and outcomes.

Reclaiming The Original Promise Of Programmatic | AdExchanger

Fragmentation in programmatic advertising complicates access to audiences, especially for smaller agencies, but AI offers new solutions to manage this complexity.

CIMM Is Out To Prove That All Media Isn't Equal | AdExchanger

Programmatic ad tech often neglects media quality nuances, leading to industry challenges and overspending on low-quality ads.

Five Questions To Ask Before Handing The Keys To Your Programmatic Partner

Evaluating programmatic partners requires looking beyond features to understand their operating model and potential conflicts of interest.

Future of Marketing Briefing: A cynic's guide to the most transparent dispute in programmatic history

Transparency disputes in programmatic advertising reveal deeper control issues among major holding companies and The Trade Desk.

Hearst Built A Unified Ad Marketplace To Simplify Omnichannel News Buys | AdExchanger

Hearst is creating a unified programmatic marketplace for its news properties to simplify local news advertising and adapt to market changes.

As programmatic faces signal degradation, agentic advertising offers a solution

Traditional programmatic advertising is struggling due to fragmentation and privacy issues, necessitating a new infrastructure for better efficiency and outcomes.

Reclaiming The Original Promise Of Programmatic | AdExchanger

Fragmentation in programmatic advertising complicates access to audiences, especially for smaller agencies, but AI offers new solutions to manage this complexity.

CIMM Is Out To Prove That All Media Isn't Equal | AdExchanger

Programmatic ad tech often neglects media quality nuances, leading to industry challenges and overspending on low-quality ads.

Five Questions To Ask Before Handing The Keys To Your Programmatic Partner

Evaluating programmatic partners requires looking beyond features to understand their operating model and potential conflicts of interest.

more#programmatic-advertising

Future of Marketing Briefing: A cynic's guide to the most transparent dispute in programmatic history

Transparency disputes in programmatic advertising reveal deeper control issues among major holding companies and The Trade Desk.

8 hours ago

Creator Marketing's $500 Billion Blind Spot In Video Advertising

Brands treat creator marketing as sponsorships rather than media investments, limiting its growth potential despite significant market opportunities.

fromQuartz

Meta expected to surpass Google as top digital ad platform

Meta is projected to surpass Google as the leading digital advertising business in 2023, marking a significant shift in the market.

Why 'Brilliant' Marketing Ideas Fail-and Practical Ones Win

Successful marketing campaigns balance creativity with feasibility, ensuring ideas are both innovative and executable within budget constraints.

Marketing that pleases everyone converts no one | MarTech

Safe marketing fails because it avoids tension and seeks approval, leading to invisibility and disengagement from customers.

fromPPC Land

The CMO is losing control - Empathy Lab's blueprint to fight back

The Growth Operating System redefines marketing leaders as architects of enterprise growth in response to evolving consumer discovery infrastructure.

fromInc

Why 'Brilliant' Marketing Ideas Fail-and Practical Ones Win

Successful marketing campaigns balance creativity with feasibility, ensuring ideas are both innovative and executable within budget constraints.

Marketing that pleases everyone converts no one | MarTech

Safe marketing fails because it avoids tension and seeks approval, leading to invisibility and disengagement from customers.

fromPPC Land

The CMO is losing control - Empathy Lab's blueprint to fight back

The Growth Operating System redefines marketing leaders as architects of enterprise growth in response to evolving consumer discovery infrastructure.

Bridging the In-Store Digital Media Measurement Gap

In-store digital media investment stagnates due to misaligned goals, not measurement issues, requiring a shift to evaluating success through product movement.

#ai

EU data protection

The Stack: Ads, Accountability, and AI

fromFast Company

Brands vs. bots: CMOs, ad agencies tell all about what they've learned marketing to our new AI overlords

AI content generation tools are emerging, but effective brand management and communication strategies are crucial for success in the evolving landscape.

fromFortune

When AI sells to AI, brands win on data and identity | Fortune

Personal AI is reshaping customer decision-making into single interactions, challenging brands to adapt quickly.

Scaling Success: How AI is Reshaping Publisher Deals

AI is transforming publisher deals by enabling advertisers to find new audiences at scale while maintaining relevance and performance.

EU data protection

The Stack: Ads, Accountability, and AI

Growing scrutiny over platform responsibility and advertising integrity is reshaping the future of AI and digital advertising.

fromFast Company

Brands vs. bots: CMOs, ad agencies tell all about what they've learned marketing to our new AI overlords

AI content generation tools are emerging, but effective brand management and communication strategies are crucial for success in the evolving landscape.

fromFortune

When AI sells to AI, brands win on data and identity | Fortune

Personal AI is reshaping customer decision-making into single interactions, challenging brands to adapt quickly.

Scaling Success: How AI is Reshaping Publisher Deals

AI is transforming publisher deals by enabling advertisers to find new audiences at scale while maintaining relevance and performance.

more#ai

Marketers, It's Time To Choose Growth!

Together, the multicultural segment totaled 46 million households in 2024, representing just over 33% of all households in the country—a 12% increase compared to 2017.

Marketing

3 KPIs that prove Marketing Ops drives revenue impact | MarTech

Marketing Operations should report pipeline contribution, customer acquisition cost efficiency, and funnel conversion velocity as key KPIs to demonstrate profitability.

#openai

18 hours ago

Marketing tech

Digest: OpenAI Lowers Minimum Spend for Ads Pilot; Meta Pulls Ads Over Addiction Lawsuits; YouTube Tests 90-Second Unskippable Ads Amid CTV Push

OpenAI has quietly launched its ads manager as it races to build out its ads business

OpenAI launched an ads manager, enabling real-time performance monitoring and optimization for advertisers, marking a significant step in its advertising business expansion.

18 hours ago

Digest: OpenAI Lowers Minimum Spend for Ads Pilot; Meta Pulls Ads Over Addiction Lawsuits; YouTube Tests 90-Second Unskippable Ads Amid CTV Push

OpenAI launches an Ads Manager and reduces minimum spend, while Meta removes ads related to social media addiction lawsuits amid legal pressures.

OpenAI has quietly launched its ads manager as it races to build out its ads business

OpenAI launched an ads manager, enabling real-time performance monitoring and optimization for advertisers, marking a significant step in its advertising business expansion.

NMP Releases their 2016 Digital Predictions

2015 marked significant changes in advertising, emphasizing data utilization and the evolving role of social channels in customer acquisition.

Marketing tech

How purchase data is redefining TV ad performance and driving revenue

Marketing tech

A Positive Outlook for Advertising in the New World

fromThe Drum

Marketing tech

'We're building the future of advertising on infrastructure we don't control' - and no one's talking about it

The advertising industry is increasingly reliant on third-party frameworks, raising concerns about data security, privacy, and decision-making.

fromwww.adexchanger.com

2 years ago

Platforms | AdExchanger

Measuring advertising's impact on in-person sales is challenging, prompting companies to seek innovative solutions.

11 hours ago

NMP Releases their 2016 Digital Predictions

2015 marked significant changes in advertising, emphasizing data utilization and the evolving role of social channels in customer acquisition.

How purchase data is redefining TV ad performance and driving revenue

Advertisers must adopt modern strategies, including purchase-based segmentation, to effectively engage consumers in the evolving TV landscape.

A Positive Outlook for Advertising in the New World

The advertising industry is entering a positive phase with strong confidence in media investment across various sectors.

fromThe Drum

'We're building the future of advertising on infrastructure we don't control' - and no one's talking about it

The advertising industry is increasingly reliant on third-party frameworks, raising concerns about data security, privacy, and decision-making.

fromwww.adexchanger.com

2 years ago

Platforms | AdExchanger

Measuring advertising's impact on in-person sales is challenging, prompting companies to seek innovative solutions.

20 Sneaky Tactics Advertisers Use To Take Advantage Of You - TheZenParent

Understanding marketing psychology helps consumers recognize subtle tactics that influence purchasing decisions.

AI Is Nothing Without Data Fidelity. Here's A Four-Step Approach to Protect It | AdExchanger

Data integrity is crucial for effective AI in advertising, as flawed data leads to poor outcomes.

AI Governance Isn't a Barrier: It's Marketing's Growth Engine | Adspeak

AI is transforming marketing by enabling innovation through governance, clean data, and balancing automation with human creativity.

fromEMARKETER

Visible AI in marketing is four times more likely to cost brands trust than build it

Consumers are four times more likely to trust brands less when they notice AI-generated content in marketing.

AI Perfectionism Is Slowing Marketing Down. Decision Velocity Is The New Advantage | AdExchanger

Marketers face decision paralysis due to overwhelming AI options, risking inaction rather than choosing imperfect solutions.

fromAcast

AI Governance Isn't a Barrier: It's Marketing's Growth Engine | Adspeak

AI is transforming marketing by enabling innovation through governance, clean data, and balancing automation with human creativity.

fromEMARKETER

Visible AI in marketing is four times more likely to cost brands trust than build it

Consumers are four times more likely to trust brands less when they notice AI-generated content in marketing.

AI Perfectionism Is Slowing Marketing Down. Decision Velocity Is The New Advantage | AdExchanger

Marketers face decision paralysis due to overwhelming AI options, risking inaction rather than choosing imperfect solutions.

What happens when ad spend goes wrong | MarTech

Account ownership in advertising is primarily about financial logistics, risk, and legal responsibility, not just control.

Placemakers, dentsu and Hivestack: teaming up to paint a strong programmatic digital out of home (DOOH) campaign with Dynamic Creative Optimization (DCO)

Levene's dynamic billboard ads in New Zealand utilize real-time weather data to enhance relevance and engagement for PlaceMakers' products.

fromThe Drum

Performance marketing 101

Performance marketing in 2023 emphasizes effective measurement, data interplay, and personalization within the broader marketing landscape.

#ai-in-advertising

Marketing tech

What Is AI Automating In Ad Tech? | AdExchanger

fromSocial Media Examiner

Ads and AI: Leveraging AI Creative in 2026 : Social Media Examiner

AI-generated ad creative is essential for advertisers to remain competitive and efficient in producing content at scale.

Marketing tech

Perion Is So Over The AI Hype Cycle | AdExchanger

What Is AI Automating In Ad Tech? | AdExchanger

AI is increasingly replacing functions in ad tech, particularly in A/B testing and creative optimization.

fromSocial Media Examiner

Ads and AI: Leveraging AI Creative in 2026 : Social Media Examiner

AI-generated ad creative is essential for advertisers to remain competitive and efficient in producing content at scale.

Perion Is So Over The AI Hype Cycle | AdExchanger

AI in advertising is not new technology; machine learning techniques have optimized ad spending for 15 years under different terminology, and Perion is rebuilding around an AI media trading agent called Outmax to allocate budgets across multiple channels.

more#ai-in-advertising

fromNeil Patel

AI & Paid Search: How to Adapt to AI Overviews Stealing Clicks

AI Overviews significantly reduce paid search click-through rates, especially for informational queries, necessitating a shift in measurement and strategy.

fromGeeky Gadgets

Why Your AI Adverts Are Missing the Mark & How to Fix Them

AI-generated ads require detailed prompts for effectiveness, ensuring alignment with brand voice and campaign goals.

A 6-step AI workflow for building better seasonal campaigns | MarTech

Seasonal campaigns that integrate industry trends, consumer behavior, and brand strategy yield higher sales and ROI.

Primed For Upfronts; How Much AI Is Too Much AI? | AdExchanger

Nielsen faces credibility issues with its measurement currency amid declining streaming viewership and demands for performance proof from media buyers.

Future of Marketing Briefing: The ad industry has an AI label problem

The ad industry struggles with AI transparency, balancing honesty against potential loss in ad effectiveness.

fromMarketing Dive

Will ChatGPT ads become a meaningful part of the performance media mix?

ChatGPT ads signify the start of significant ad monetization for large language models, with potential for long-term integration into marketing strategies.

No Ads? Check Back In Two Weeks; I/Os Will Outlive Us All | AdExchanger

Epic Games faces challenges with ad revenue as it resists in-game ads while competitors like Roblox embrace them.

When Ad Tech Sprinkles Fairy Dust... - ExchangeWire.com

Special ingredients often serve narrative purposes rather than enhancing performance, both in cosmetics and ad tech.

Dan Aversano Is Back At DatafuelX And Aiming For Continued Growth | AdExchanger

DatafuelX aims to optimize TV and digital media value amid the convergence of streaming and traditional TV ad tech.

When AI Efficiency Is A Red Flag; Partners Plus Partners | AdExchanger

Medvi exemplifies AI efficiency, earning $400 million last year with two employees, using AI-generated ads for weight-loss drugs.

fromEMARKETER

Media mix modeling tops the incrementality measurement stack for retail brands

61% of US retail decision-makers use media mix modeling to measure incrementality.

Northbeam Adds The Third Leg Of The Attribution Stool With Incrementality Testing | AdExchanger

No single ad measurement methodology is effective for brands with multiple sales points, necessitating a triangulation approach using MTA, MMM, and incrementality testing.

Why Bought AI Marketing Tools Are No Longer A Competitive Advantage

The era of buying marketing advantage is ending as identical tools provide no competitive edge.

The More Things Change, The More Marketing Stays The Same

The media landscape evolves, but core challenges for marketers remain consistent over time.

5 Ways To Regain Trust In Your Marketing Metrics

Many B2B marketing leaders lack trust in their company's marketing measurement, highlighting a significant data confidence gap.

fromNeil Patel

How High-Growth Companies Actually Measure Marketing

A layered approach combining multiple measurement methods is essential for effective marketing analysis and decision-making.

fromTNW | Artificial-Intelligence

How AI marketplaces are reshaping editorial advertising in 2026

The traditional workflow for editorial advertising is outdated, relying heavily on manual processes and lengthy email chains.

The Trade Desk is changing how advertisers buy -- and what they can see

The Trade Desk is testing automated buying modes that simplify campaign management by bundling fees into a single price.

Indie Agency Wpromote Dishes On How It's Testing New Agentic SSP Tools | AdExchanger

Ad agencies are increasingly using AI to unify fragmented ad-buying tools and enhance campaign management.

The Media Spend Skim | AdExchanger

Agencies are increasingly using principal-based buying, leading to disputes over fee structures and the emergence of AI-driven sell-side agents in ad tech.

Indie Agency Wpromote Dishes On How It's Testing New Agentic SSP Tools | AdExchanger

Ad agencies are increasingly using AI to unify fragmented ad-buying tools and enhance campaign management.

The Media Spend Skim | AdExchanger

Agencies are increasingly using principal-based buying, leading to disputes over fee structures and the emergence of AI-driven sell-side agents in ad tech.

Programmatic Video's Waste Problem Is A Growth Lever - If We Choose To Pull It | AdExchanger

Programmatic video spend suffers 20-30% loss due to misrepresentation and low-quality inventory, impacting ad revenue and high-quality content.

The Trade Desk shakes up Identity Alliance payouts, with a new focus on incrementality

The Trade Desk is shifting to an incrementality-based payment model for identity partners, rewarding unique data contributions over volume.

Why Smart Marketers Look Beyond The Leading Platforms To Deliver Outcomes | AdExchanger

Diversifying marketing spend beyond Google and Meta into independent app ecosystems improves acquisition costs and ROAS and restores control for agencies optimizing long-term outcomes.

How a precise timing structure drives material differences in marketing efficiency

Data-driven flighting of ad campaigns optimizes spend timing and marginal ROI, preventing over-investment and improving returns—sometimes by up to 81%.

AI Media Is Already Here. Here's What Marketers Need to Know | AdExchanger

AI media is transforming advertising strategies as consumers increasingly use AI platforms for product research and decision-making.

Shaping Supply: Is Curation the Antidote to Ad Wastage?

Curation helps advertisers balance campaign scale and ad wastage in the fragmented CTV landscape.

The End Of Easy Measurement: Building An Evidence-Based System For Marketing ROI | AdExchanger

Marketers must adopt deterministic-first measurement systems combining experiments, marketing mix modeling, and multitouch attribution to establish ground truth and optimize ROI in a post-identifier era.

What Does A Beta Test Of A Sell-Side Agent Look Like? | AdExchanger

Publishers are adopting agentic AI to deploy sales agents that autonomously negotiate and optimize ad inventory sales in real-time auctions on their behalf.

Beyond Automation: How AI Is Rewiring Control In The Ad Tech Stack | AdExchanger

AI in advertising will fundamentally shift power dynamics by democratizing data access and decision-making capabilities, moving beyond efficiency gains to challenge centralized control models.

From Avoiding Bad Ads To Demanding ROI | AdExchanger

We view media quality as an engine for growth. What we hear consistently from brands is, 'Prove to us that media quality drives higher ROI and higher efficiency.' Advertisers increasingly demand verification providers demonstrate concrete performance improvements from premium placements rather than simply protecting against brand safety risks.

Marketing tech