#attribution-challenges
#attribution-challenges

4 hours ago

The post-purchase moment where loyalty is won or lost | MarTech

Post-purchase messaging is crucial for building customer relationships and encouraging repeat purchases.

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.

in 4 months

The Real AI Race Isn't About Models or Data. It's About Context.

The main issue with AI in companies is a lack of context, not problems with models or data.

8 hours ago

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.

Why AI-driven creative is failing and how to fix it | MarTech

AI slop reflects consumer backlash against generative technologies, urging brands to balance innovation with authenticity to maintain trust.

AI Has Already Decided: First-Party Data Will Define Advertising's Agentic Era

AI has resolved the debate on third-party cookies, emphasizing the necessity of first-party data for effective decision-making in advertising.

Media Buying Briefing: Instrument's CEO on how agencies need to lead clients on AI

Agencies are increasingly leveraging AI to enhance their capabilities beyond traditional marketing and media investment.

7 hours ago

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.

in 4 months

The Real AI Race Isn't About Models or Data. It's About Context.

The main issue with AI in companies is a lack of context, not problems with models or data.

8 hours ago

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.

Why AI-driven creative is failing and how to fix it | MarTech

AI slop reflects consumer backlash against generative technologies, urging brands to balance innovation with authenticity to maintain trust.

AI Has Already Decided: First-Party Data Will Define Advertising's Agentic Era

AI has resolved the debate on third-party cookies, emphasizing the necessity of first-party data for effective decision-making in advertising.

Media Buying Briefing: Instrument's CEO on how agencies need to lead clients on AI

Agencies are increasingly leveraging AI to enhance their capabilities beyond traditional marketing and media investment.

more#ai

5 hours ago

The Age Of "Interest Media" Is Here-Here's How Your Business Can Tap In

The 'interest media' era allows small businesses to reach potential customers beyond follower numbers through personalized content.

fromPsychology Today

1 hour ago

Is Algorithmic Asymmetry Reshaping How We Think?

Algorithmic asymmetry creates unequal access to information and decision-making, impacting individuals across various aspects of life.

Apple

fromHarvard Business Review

5 hours ago

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.

This male model sporting a crisp summer shirt isn't real. Will consumers care?

Generative AI enables small fashion brands to create professional marketing content affordably and efficiently.

Business intelligence

fromHarvard Business Review

How AI Helps Scale Qualitative Customer Research

Generative AI can enhance the market-research process, making it easier, faster, and more cost-effective for companies to gather customer data.

Fashion & style

fromCbsnews

21 hours ago

This male model sporting a crisp summer shirt isn't real. Will consumers care?

Generative AI enables small fashion brands to create professional marketing content affordably and efficiently.

Business intelligence

How AI Helps Scale Qualitative Customer Research

Generative AI can enhance the market-research process, making it easier, faster, and more cost-effective for companies to gather customer data.

Scoop: Meta removes ads for social media addiction litigation

Lawyers are seeking new plaintiffs for class action lawsuits related to social media addiction, with ads running on major platforms.

Privacy professionals

fromSecurityWeek

The Hidden ROI of Visibility: Better Decisions, Better Behavior, Better Security

Visibility through security measures can deter undesirable behavior and enhance safety in challenging situations.

What the Verdict Against Meta and Google Says About the Way We Live Now

A California jury found Meta and Google liable for a woman's addiction to social media, marking a significant shift in legal accountability for tech companies.

The Next Disruption In Social Media: Impact Over Attention

Future social networks will prioritize action-oriented platforms that foster real-world collaboration and value creation using AI and impact-based rewards.

Digital life

fromThe New Yorker

7 hours ago

What the Verdict Against Meta and Google Says About the Way We Live Now

A California jury found Meta and Google liable for a woman's addiction to social media, marking a significant shift in legal accountability for tech companies.

Online Community Development

The Next Disruption In Social Media: Impact Over Attention

Future social networks will prioritize action-oriented platforms that foster real-world collaboration and value creation using AI and impact-based rewards.

Knowing About AI Isn't Enough. Here's How to Actually Use It.

Integrating AI into daily work significantly enhances productivity and career advancement.

#marketing

23 hours ago

The Future of Marketing is Community

Consumers prefer authentic connections over AI-generated content, emphasizing the importance of community in building trust and credibility.

Social media marketing

These Marketing Leaders Were Asked How They'd Spend an Extra $1 Million-and Their Answers Reveal Where Social Is Headed

Marketing

Why Understanding Moments Matters More Than Reach

Marketers should focus on connecting brands to cultural moments rather than just measuring reach and impressions.

Online Community Development

AI didn't break marketing. It exposed what wasn't working.

Marketing leaders focus on growth and proving marketing's value, while AI changes how buyers discover information and measure marketing impact.

23 hours ago

The Future of Marketing is Community

Consumers prefer authentic connections over AI-generated content, emphasizing the importance of community in building trust and credibility.

These Marketing Leaders Were Asked How They'd Spend an Extra $1 Million-and Their Answers Reveal Where Social Is Headed

Increased marketing budgets should focus on user-generated content and in-person events to drive engagement and conversions.

Why Understanding Moments Matters More Than Reach

Marketers should focus on connecting brands to cultural moments rather than just measuring reach and impressions.

AI didn't break marketing. It exposed what wasn't working.

Marketing leaders focus on growth and proving marketing's value, while AI changes how buyers discover information and measure marketing impact.

Who Needs 'Corrosive Intermediaries' Anyway? | AdExchanger

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

Growth hacking

fromEntrepreneur

How to Understand Your Website Through Your User's Eyes

User journey maps enhance understanding of user goals, questions, and needed information, improving website navigation and user experience.

E-Commerce

fromBusiness Matters

Digital Transformation in UK Retail: E-commerce Trends Reshaping the Shopping Experience

The UK retail sector is transforming through digital adoption, innovative strategies, and evolving consumer expectations.

Productivity

Using AI isn't the same as getting value from it | MarTech

Many teams struggle to derive real value from AI due to a focus on tools rather than identifying workflow inefficiencies.

Online marketing

AI content can rank, but quality still decides winners | MarTech

AI content does not harm search rankings but also does not guarantee success; quality and relevance remain key.

Web design

fromMajic 102.3

How speed is redefining modern branding in today's world

Speed is essential for branding; fast-loading websites enhance professionalism and improve search rankings.

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

#ai-in-advertising

3 hours ago

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

The Creativity Trade-Off: What Marketers Risk Losing In The Age Of AI | AdExchanger

3 hours ago

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.

The Creativity Trade-Off: What Marketers Risk Losing In The Age Of AI | AdExchanger

AI's rise in advertising enhances efficiency but risks eroding creativity and originality, leading to homogenized campaigns that fail to engage audiences.

more#ai-in-advertising

Most messaging problems start with the wrong audience | MarTech

Identifying and focusing on the primary audience is crucial for effective company messaging, especially for B2B companies.

#artificial-intelligence

4 hours ago

How to make AI work with context instead of prompts | MarTech

AI struggles to operate reliably in enterprises due to its context-blind nature, leading to failures in scaling despite initial successes.

AI talk at retail events shifts to proving real results, defining a true strategy

AI has evolved from experimentation to a focus on proven strategies and increased productivity in retail.

4 hours ago

How to make AI work with context instead of prompts | MarTech

AI struggles to operate reliably in enterprises due to its context-blind nature, leading to failures in scaling despite initial successes.

more#artificial-intelligence

AI talk at retail events shifts to proving real results, defining a true strategy

AI has evolved from experimentation to a focus on proven strategies and increased productivity in retail.

fromPR Daily

7 hours ago

A landmark ruling is reshaping social media. Communicators should pay attention. - PR Daily

A court ruling holds social media platforms accountable for addictive designs impacting user mental health.

Fashion & style

fromThedrum

How Men's Wearhouse Uses Zero-Party Data to Foster Repeat Customers

Revitalized data collection strategy effectively converts one-time shoppers into returning customers through personalized engagement and targeted recommendations.

Media industry

Digiday+ Research: Publishers apply AI to streamline tasks and improve audience experience

Publishers are increasingly integrating AI into editorial workflows to streamline tasks and enhance audience experience.

E-Commerce

from24/7 Wall St.

2 Stocks I'd Add to the Shopping Cart for the Agentic Commerce Revolution

AI shopping has the potential to revolutionize e-commerce by enhancing transaction ease and price comparison.

Growth hacking

fromEntrepreneur

Want To Retain More Customers? Make This Marketing Shift.

Insufficient documentation and poor support contribute to customer churn by hindering product value discovery.

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.

fromThe Verge

The case for banning cookie banners

Cookie banners have become bloated and useless, creating a new kind of interaction that means trouble all over the web. The only solution is to get rid of them, and do it now.

Digital life

Deliverability

in 1 month

AI-driven email personalization strategies that actually work

Email personalization using AI significantly enhances lead generation and revenue by creating tailored experiences based on CRM data.

#marketing-attribution

fromNeil Patel

22 hours ago

How High-Growth Companies Actually Measure Marketing

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

Marketing tech

Data-driven attribution models still lead to gut decisions - here are the alternatives

fromNeil Patel

22 hours ago

How High-Growth Companies Actually Measure Marketing

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

more#marketing-attribution

Marketing tech

Data-driven attribution models still lead to gut decisions - here are the alternatives

fromTheZenParent

23 hours ago

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

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

fromBuffer: All-you-need social media toolkit for small businesses

Replying to Your Comments on Facebook Boosts Engagement

Engaging with comments on Facebook posts can increase reactions by approximately 9.5%.

Media industry

Future of TV Briefing: A TV advertising staple is missing from YouTube show sponsorships

YouTube channels are beginning to offer TV-style make-goods and viewership guarantees to sponsors as episodic series gain popularity.

Data, not infrastructure, must drive your AI strategy

Data centricity is essential for effective AI strategies, enabling collaboration and problem-solving across business units by making data accessible.

E-Commerce

Digiday+ Research: Retailers take a more complex approach to loyalty

Retailers increasingly rely on complex loyalty programs to enhance brand loyalty and adapt to changing market dynamics.

13 hours ago

The Price And Promo Paradox; YouTube's Interactive TV Push | AdExchanger

Online advertisers must balance product pricing and ad spending to maintain market presence and customer engagement.

fromMarketing Dive

17 hours ago

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.

fromhbr.org

New Research on How Brand Associations Drive Customer Spending

Measuring customer surplus value helps predict customer loyalty and churn.

#b2b-marketing

Marketing tech

5 Ways To Regain Trust In Your Marketing Metrics

Structuring B2B marketing across 4 key resources | MarTech

AI is transforming B2B marketing by reducing execution costs while increasing performance expectations from stakeholders.

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.

Structuring B2B marketing across 4 key resources | MarTech

AI is transforming B2B marketing by reducing execution costs while increasing performance expectations from stakeholders.

Brand Bias in Prompts: An Experiment

The experiment analyzed three types of prompts related to SEO tools: brand, soft-brand, and non-brand.

Data built modern marketing, but AI is rewriting the rules | MarTech

Data has evolved from being seen as a liability to a core asset for businesses, driving marketing strategies and decision-making.

The More Things Change, The More Marketing Stays The Same

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

AI and empathy define the next era of marketing systems | MarTech

Brands must build with intention to protect customers from overwhelming experiences and improve retention and profit growth.

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.

#google

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'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.

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.

more#google

#applovin

fromInvesting.com Australia

1 hour ago

Macquarie sees AppLovin's e-commerce push as a multi-year growth driver By Investing.com

Macquarie initiated coverage of AppLovin with an outperform rating, citing significant growth potential in e-commerce despite a stock decline.

from24/7 Wall St.

2 hours ago

Macquarie Initiates AppLovin at Outperform With a $710 Target: The Ad Tech Rocket Ship Has More Fuel

Macquarie initiated coverage of AppLovin with an Outperform rating and a $710 price target, highlighting its growth potential in ad tech.

fromInvesting.com Australia

1 hour ago

Macquarie sees AppLovin's e-commerce push as a multi-year growth driver By Investing.com

Macquarie initiated coverage of AppLovin with an outperform rating, citing significant growth potential in e-commerce despite a stock decline.

from24/7 Wall St.

2 hours ago

Macquarie Initiates AppLovin at Outperform With a $710 Target: The Ad Tech Rocket Ship Has More Fuel

Macquarie initiated coverage of AppLovin with an Outperform rating and a $710 price target, highlighting its growth potential in ad tech.

What happens when ad spend goes wrong | MarTech

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

in 3 months

Marketing forecast fundamentals every growth team needs

Marketing forecasting estimates future performance using historical data, aiding in planning and aligning marketing efforts with revenue targets.

#performance-marketing

Performance marketing 101

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

Why performance marketing stops working | MarTech

Performance marketing captures demand but does not create it; brands must focus on building meaning to avoid stagnation.

Performance marketing 101

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

more#performance-marketing

Why performance marketing stops working | MarTech

Performance marketing captures demand but does not create it; brands must focus on building meaning to avoid stagnation.

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

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

in 3 months

Loop Marketing vs. traditional marketing: What's the difference?

Loop Marketing is essential for marketers in 2026, offering a continuous, adaptive system powered by AI, unlike traditional linear marketing.

The customer journey now centers on exposure, recall and return | MarTech

The customer journey now includes exposure, recall, and return stages, reflecting changes in user behavior due to AI-generated content.

AI Agents are Becoming the Fourth Place of Commerce and OOH is Shaping their Choices

AI agents are becoming a significant factor in commerce, influencing consumer decisions and brand visibility.

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.

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 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.

Who is OpenAI's global head of ads, David Dugan?

David Dugan's dual expertise in strategy and sales positions him as a key leader for OpenAI's global advertising business.

As CFOs scrutinize CTV spend, incrementality emerges as a differentiator

CTV faces a trust problem due to measurement issues, not a creative or performance problem.

Three first-party data strategies retail brands are prioritizing now | MarTech

Mid-market retail brands can effectively collect first-party data through loyalty programs, progressive profiling, and content-commerce integration.

The first-party data illusion | MarTech

First-party data is essential, but owning it doesn't guarantee understanding customer behavior accurately.

Three first-party data strategies retail brands are prioritizing now | MarTech

Mid-market retail brands can effectively collect first-party data through loyalty programs, progressive profiling, and content-commerce integration.

The first-party data illusion | MarTech

First-party data is essential, but owning it doesn't guarantee understanding customer behavior accurately.

more#first-party-data

How marketing leaders are getting unstuck from Salesforce | MarTech

Brands are migrating from Salesforce Marketing Cloud to modern engagement architectures for better speed, flexibility, and innovation.

#programmatic-advertising

In the age of AI agents, your customer may still buy from you, but they may no longer visit you

The rise of AI agents is shifting customer interactions away from traditional company-controlled interfaces.

fromThe American Prospect

Why We're Removing Our Programmatic Ads - The American Prospect

Programmatic advertising will be removed from The American Prospect's website to respect reader privacy and improve user experience.

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.

fromThe American Prospect

Why We're Removing Our Programmatic Ads - The American Prospect

Programmatic advertising will be removed from The American Prospect's website to respect reader privacy and improve user experience.

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.

fromSocial Media Explorer

5 days ago

The Rise of Dark Traffic: Why Your Analytics Are Lying to You - Social Media Explorer

Direct traffic is increasingly misleading due to untraceable influences from AI-driven research and decision-making processes.

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.

fromEMARKETER

Most consumers say ads would undermine the trust they're placing in AI search results

63% of US adults trust AI search results less when ads are present.

DSP-ite The Trade Desk Backlash, Buyers Aren't Budging; Publicis Goes Full-Court in Sports | AdExchanger

Brand marketers remain skeptical of DSPs' transparency despite efforts from competitors to shift ad spend.

1 month ago

When attribution stands in for accountability | MarTech

Attribution models measure activity but don't establish accountability, and over-reliance on them undermines marketing credibility with leadership.

How AI Is Reshaping The Marketing Scientist Role | AdExchanger

Marketing scientists now translate data into meaningful insights, bridging the gap between AI analysis and human interpretation.

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.

fromEMARKETER

Brands want personalization at scale, but their data stack keeps getting in the way

Limited platform integration is the top barrier to personalization for 42% of brand marketers and 47% of agency marketers in North America.

AI Is Deciding What Your Customers See - Most Brands Haven't Caught Up

AI agents are transforming e-commerce, projected to account for 25% of global sales by 2030, shifting traditional consumer engagement models.

#marketing-measurement

Marketers Want Better ROI Proof, But Lack The Tools

Marketing measurement confidence is declining despite increased data availability, with over half of marketers reporting no year-over-year improvement and internal stakeholders increasingly questioning metrics.

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.

Marketing tech

Struggling with marketing measurement? You're not alone. | MarTech

Marketers Want Better ROI Proof, But Lack The Tools

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

more#marketing-measurement

Marketing tech

Struggling with marketing measurement? You're not alone. | MarTech

fromPractical Ecommerce

1 month ago

The AI Attribution Blind Spot

AI assistants are becoming a primary product discovery channel, creating an attribution blind spot where retailers cannot measure AI's influence on purchases.