Why Marketers Need a Data Diet in the Age of AI Overload

Why Marketers Need a Data Diet in the Age of AI Overload

April 21, 2025 |
Kevin O’Malley

This piece was originally published on Martech View.

Drowning in too much data and too little insight? Discover why marketers must streamline their data strategy, focus on quality over quantity, and embrace a “Data Diet” to drive meaningful results in a post-cookie world.

We’ve all heard marketers complain, “I have too much data, but not enough of it is meaningful and actionable.”

Advances in artificial intelligence were supposed to solve this issue, but in some ways, they have exacerbated it.

This is why it’s high time marketers went on a strict “Data Diet.” The concept is simple but powerful: Focusing on fewer, high-quality data points produces better results than trying to analyze everything.

Think of it this way: If you tell me one thing, I can act on it. If you tell me 500 things, I might be unable to act on anything. If that sounds like the old “analysis paralysis” condition, you’re right. But the current levels of data and the speed with which marketers are expected to deploy it effectively are like nothing we’ve ever seen.

The Growing Problem of Data Debt

“Data Debt” is a term gaining traction in marketing circles. There’s a good reason for that. We’re experiencing an accumulation of unused, unactionable data across various marketing systems. That’s a burden silently weighing down businesses.

A typical marketing stack today might incorporate six to seven different platforms, each capable of exporting 30-40 different data fields. Sure, you can export everything. But you’ll also quickly amass thousands of data points that no one knows what to do with.

Here’s where analysis paralysis appears on steroids. The inability to make decisions because there’s simply too much information to process extends beyond the usual operational inefficiency.

Marketers have to manage so many drastic issues in nanoseconds. Consumer privacy is a perfect example. The more consumer data you collect and share, the greater your exposure to regulatory risks under frameworks like the California Consumer Privacy Act of 2018 (CCPA) and the European Union’s General Data Protection Regulation (GDPR).

When a client says, “Just send me a data dump of everything you have,” they’re not only asking for useless information; they’re potentially increasing their compliance burden.

This challenge becomes even more pressing as third-party cookies continue their inevitable decline. While the third-party cookie is far from dead, the reality is that approximately 50% of digital inventory is already cookieless:  Mobile apps, CTV, Safari, Firefox, and other browsers. Efficiency in managing marketers’ campaigns in real-time means prioritizing quality over quantity.

Putting Your Data on a Diet

A Data Diet begins with a fundamental question: What few data points move the needle for your business?

Rather than trying to activate and analyze every piece of information, successful marketers identify the critical elements that genuinely impact their specific business objectives.

I recently worked with a leading technology company that had a surprisingly simple approach. They focused on a single customer ID that served as a universal connector across their entire organization, linking fulfillment, marketing, sales, and analytics.

By activating just this identifier in our platform for both targeting and reporting, they could integrate campaign data into their internal systems and demonstrate the clear value of their marketing investments.

This principle applies even at the tactical level.

In another instance, we prepared to share prospecting data with our sales team. The initial export contained nearly 30 fields—from names and job titles to company details, revenue figures, location data, and website behavior. But when we asked what the sales team needed to do their jobs effectively, we could pare this down to just seven or eight essential fields. The result? a more focused, actionable dataset that eliminated noise and improved effectiveness.

The key is to take a high-level, 10,000-foot view of your strategy and focus on the two or three KPIs that truly matter to your business. Everything else is contributing to data debt.

Putting First-Party Data “First”

We’ve all accepted that a first-party data media strategy is essential. The identifiers you own— customer IDs, email addresses, or other proprietary data points—are the foundation of effective targeting and measurement. Marketers should thoroughly audit their data stacks and identify the “connective tissue”—unique identifiers that link advertising activities to internal sales and marketing metrics. Often, this starts with basic first-party data like an email address or company profile and then extends to customer IDs or fulfillment identifiers that connect to the rest of your systems.

These identifiers become increasingly valuable as third-party data becomes less effective each day. Google may eventually eliminate third-party data through consumer choice mechanisms, but your first-party data will remain valuable if you know how to activate it.

Integration and Activation

The final piece of the Data Diet method is having the right technology to activate your streamlined data strategy. Look for flexible advertising platforms that can both ingest your first-party data for targeting and return it alongside campaign performance metrics.

When evaluating potential partners, ask pointed questions about their ability to handle your specific data points. Can they use your unique identifiers for both targeting and analytics? Can they feed campaign data into your systems in a format that connects to your internal KPIs?

The most sophisticated marketers use their advertising platforms to create feedback loops that generate actionable intelligence. For instance, B2B purchase intent data captured through advertising can be fed back to sales teams, helping them understand which products potential customers are researching. This approach closes the loop between advertising and revenue only when you’re focused on the right data points.

Control Your Data, Control Your Destiny

The Data Diet concept ultimately comes down to simplicity and focus.

Assess your marketing stack and identify the few data points that transcend your organization—the ones that connect advertising to sales, marketing to fulfillment, and investment to outcome.

Don’t be seduced by the allure of “big data in the AI era” or the notion that more information naturally equals better decisions. Instead, embrace the power of the essential few metrics that truly drive your business.

The future belongs to marketers who can simplify, focus, and strategically harness their data. Remember, those who control their data, specifically the right data, control their destiny.

 

 

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Cookieless Targeting and Reporting

Cookieless Targeting and Reporting

March 28, 2024 |
Helen Bartkiewicz

Future-proof your digital advertising strategy

It’s the buzzword of the year in the digital advertising industry: cookieless.

Cookie alternative solutions and strategies are rapidly gaining traction, as the steady removal of third-party cookies from Google Chrome continues. Agencies, brands, and vendors alike are pivoting their digital advertising approaches in order to remain safeguarded from cookie deprecation. But which strategic shifts are the most essential to adapt to a cookieless future?

Proven cookieless success for 14+ years

While many ad tech providers are still researching and testing new cookieless solutions, AdDaptive’s accurate targeting and reporting technology has proven cookieless success for agencies and brands since 2010. 

Rather than relying on often inaccurate business and consumer data gathered through third-party cookie placement, AdDaptive has always leveraged validated offline data. This real-world information is comprised of firmographic and demographic data in the form of SEC filings, business registrations, census data, and much more. Since the information is verified at the source when submitted, the accuracy of the data is ensured.

AdDaptive’s proprietary technology maps this validated offline data to unique digital identifiers for accurate targeting, regardless of how niche your intended audience is. With over 14 years of cookieless experience, advertisers can trust in AdDaptive to deliver effective results and actionable reports to help maximize ROAS.

Rely on AdDaptive’s future-proof, real-world data targeting and reporting solution to reach your target audiences with accuracy and scale, sans third-party cookies.

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Digiday Media Buying Summit March 2024 Recap

Digiday Media Buying Summit March 2024 Recap

March 21, 2024 |
Helen Bartkiewicz

Digiday’s March Media Buying Summit was held earlier this month, March 4-6, at the W hotel in Nashville, TN. This conference had the highest attendance in Digiday’s history. The event brought top media buyers and ad tech vendors from across the country together to discuss the latest industry trends and the future of digital advertising in 2024 and beyond. AdDaptive was proud to sponsor the event again, with 5 of our experts on-site in Nashville.

Over the course of the 3 day conference, attendees and sponsors discussed the various pain points, challenges, and opportunities that the new year has presented. The various presentations, town halls, one-on-one meetings, dinners, cocktail hours, and other networking opportunities proved to be productive and beneficial for all. 

Challenges in 2024

One staple of Digiday’s annual conferences is the challenge board, which reveals the biggest concerns that media buyers currently have regarding the ever-changing industry and their roles. Accurate attribution and measurement still remains top-of-mind for many, as digital advertising solutions continue to evolve in the
post-cookie era. As both targeting and reporting methods continue to shift, media buyers need to ensure that the accuracy of their measurement tools isn’t compromised.

The challenge board also mentioned in-housing initiatives, talent acquisition, AI, and fluctuation of budgets. But the hottest topic of discussion by far was the various forms of targeting and reporting solutions currently available to digital advertisers. While many of these solutions are brand new this year, developed as a response to the market’s shift away from third-party cookies in 2024, some cookieless technologies have proven their success for over a decade. 

 

Deciphering Different Technologies

The digital advertising industry has experienced steady growth year-over-year, especially since 2020 when the global pandemic shifted almost everything online. As the industry continues to grow, the number of ad tech vendors and advertising solutions seems to multiply exponentially. So how do media buyers decide which technology to use to run their campaigns amid market oversaturation?

The first thing to consider when comparing digital advertising platforms is data mapping. What databases are being used, and more importantly is the data validated? Can the solution target first-party data when provided? Is it still dependent on third-party cookies on any level? Does AI play a role? Can it target both businesses and consumers?

With AdDaptive’s proprietary technology, the answers have been clear for over a decade.

Trusted, Transparent, Cookieless Solutions

On the first day of the conference, March 4, AdDaptive’s VP of Sales, Ted McNulty, hosted a featured presentation titled “Leverage offline data for more accurate, scalable, and transparent campaigns,” which focused on the power of real-world data. For over a decade now, AdDaptive’s technology has proven its success with extremely accurate targeting and comprehensive, actionable campaign reports and insights. 

By connecting validated, offline data to unique online identifiers with AdDaptive’s solution, advertisers are able to target any audience with both accuracy and scale, and track conversions and other KPIs all without the use of cookies. 

This validated offline data includes SEC filings, business registration data, census data, building permits, and much more, which enables reaching the right accounts with the right message, regardless of how niche the intended audience may be. 

Our cookieless solution has helped digital advertisers avoid
wasted impressions and produce positive business outcomes
since 2010. We have helped over 500 agencies launch tens of thousands of campaigns over the years, none of which have relied on third-party cookie data. 

Trust in AdDaptive’s future-proof, cookieless technology to improve the accuracy, scalability, and transparency of your campaigns. 

 

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Validated Offline Data: The Power of a Cookieless Digital Advertising Solution

Validated Offline Data: The Power of a Cookieless Digital Advertising Solution

February 15, 2024 |
Helen Bartkiewicz

Going Cookieless

2024 is here, and the gradual removal of cookies from Google Chrome is now well underway. Thankfully, there is no reason for advertisers to worry – the industry’s leading cookieless solutions can target far more accurately than technologies that still depend on data from cookies.

Ever since their conception, cookies have merely guessed information about businesses and individuals based on browsing history. Since the internet is so vast, what is entered into a search isn’t always necessarily aligned with intent to purchase. Many times internet users are simply looking for a quick answer to a question completely unrelated to their own personal interests.

For example, someone may search “what is the capital of Spain?” when the person has zero travel intentions – be it to Madrid, Spain or anywhere else in the world.

Another user may search “saddle pricing” as a gift for a family member with a horse in a stable, while the searcher themselves has no interest in horses or horseback riding. Additionally, a B2B purchaser could search for a competitor’s offerings strictly for comparison’s sake and market research. Of course the searcher would have zero intention of purchasing competing products or services.

In addition to these incorrect assumptions about a user’s interests, cookies also often outlive their worth. Once a cookie is placed on a browser, there is no way for the cookie to know the timespan of its relevance to the searcher. Someone could search for a new coffee maker, purchase said coffee maker the next day, and still receive digital ads for various coffee makers for weeks or even months after the fact. Data gathered through cookies is very often inaccurate, irrelevant, or outdated.

Validated and Verified

Offline data, on the other hand, is extremely accurate at its source. Offline data includes documents and data sources such as SEC filings, business registration data, building permits, census data, and more. Since the data in these forms is directly provided by the company or individual, the information is verified at the source. Above and beyond the innate validity of self-provided data, the information is legally verified to be factual regardless of the specific firmographic or demographic information in question. This allows for accurate targeting of any audience segment. 

To summarize in one word, offline data is future-proof. Online search engines, websites, and various softwares can remove, mask, or block digital targeting identifiers in the form of cookies. But offline data is validated, both at the source and at an executive level.

Even when mapped to online identifiers, offline data maintains its integrity and verification status. Taking forms from filing cabinets and activating the information online makes the data actionable, and allows accurate digital ad targeting on both a company level and a consumer level. AdDaptive’s proprietary technology does just that, mapping offline data to digital identifiers online so advertisers can deliver ads to key audiences based on that verified connection.

Achieving Scale, with Accuracy

With offline data, reaching the right audience never becomes a question of quality vs. quantity or scale vs. accuracy. Connecting this validated offline data to online identifiers is AdDaptive’s specialty. Through the use of validated firmographic and demographic information mapped to reliable online data points rather than relying on cookies, AdDaptive can target any device, reaching even the most niche audiences at scale with accuracy. AdDaptive is proud to have match rates between 75-80%, while the industry average targeting match rate hovers just below 50%. 

Above and beyond extremely accurate targeting, AdDaptive generates detailed, transparent reports for each campaign. These reports show the data on all of the targeting parameters, and furthermore provide the insights needed to fully optimize each campaign and prove the effectiveness of mapping offline data to online identifiers. The insights gained from these reports allow advertisers to further scale their campaigns without sacrificing accuracy. 

That’s the AdDaptive advantage.

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Combat Digital Ad Fraud with Validated Data and Targeting Techniques

Combat Digital Ad Fraud with Validated Data and Targeting Techniques

January 30, 2024 |
Helen Bartkiewicz

Digital advertising is ever-expanding, on both a domestic and a global scale. Ad spend continues to increase year-over-year, and forecasts predict further growth with seemingly no end in sight. 2023’s ad spend exceeded $600 billion worldwide, and is expected to reach $870 billion by 2027 with a steady annual growth rate between 8% and 11%.

With all of the money being poured into digital ad campaigns, the looming question is: How much of this ad spend is actually effective? If ad creatives aren’t reaching their respective intended audiences, the spend can be considered wasted. Impressions, clicks, and other figures can be inaccurate, either being intentionally falsified, inflated, or being served to online bots.

According to the Video Advertising Bureau (VAB), in 2023 approximately $35 billion in ad spend was lost to fraud, in North America alone. Globally, that figure reached over $84 billion. As the number of online bots continues to increase year over year, over 40% of all online traffic has now become invalid. So how can advertisers ensure that they are actually reaching their intended audience for each campaign, simultaneously avoiding bots and potential legal ramifications? 

The key to avoiding bots is partnering with a trusted ad tech vendor who connects validated offline data to online identifiers rather than relying on cookies, since the vast majority of bot fraud can be tied to cookie usage. While some vendors purposefully manipulate campaign metrics by overcounting users, spoofing domains, stuffing cookies, ad stacking, or otherwise falsifying data, those who use validated business and consumer data from offline sources such as SEC filings, building permits, and census data provide accurate, reliable campaign reports and insights that reflect how the intended audience was targeted and the results of the targeting.

AdDaptive’s up-to-date offline data mapped to digital identifiers is a solution much less susceptible to fraud than cookie pools. Our technology is incredibly accurate in terms of attribution when compared to third-party cookies, which offer an audience match rate somewhere between 40% and 60%. The data pool and targeting techniques that AdDaptive uses, on the other hand, are over 97% verified at the source so you can be sure real people are seeing your ads, not bots. 

“Mitigating the risk of ad fraud begins with the partnerships you make.” – VAB 

 

Combat invalid ad traffic and avoid the ever-increasing amount of online bots with the help of AdDaptive’s verified, transparent solutions and technology. 

Read more in our brand safety guide

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Transparent Analytics – Your Navigation Tool for Ad Campaigns

Transparent Analytics – Your Navigation Tool for Ad Campaigns

March 24, 2022 |
Helen Neely

Reaching a destination is rarely as easy as departing point A and arriving at point B. The journey requires some level of planning in advance and monitoring along the way. In B2B advertising the concept is the same: hitting your target in the most efficient way possible requires the use of some helpful modern technology.

With the wide range of GPS systems and Maps applications available for cars and smartphones these days, it has become difficult to remember a time without automated navigation assistance. Before these navigation tools were commonly available, while drivers still managed to reach their destinations they often wasted time and gas money by making wrong turns. This often caused frustration for drivers and passengers alike. The introduction of GPS navigation extremely minimized these issues.

Just as a GPS aids a driver, analytics reports aid advertising campaigns from start to finish of each flight. Launching an ad campaign and simply waiting for the end results is like driving coast-to-coast without navigation assistance.

AdDaptive’s Campaign Analytics and Site Analytics reports are the navigation tools to support your advertising efforts. These reports will enable you to reach the right audience as effectively as possible, without wasting time or resources. Throughout the course of each campaign, analytics reports provide a clear insight into which aspects of the campaign are working well and which need to be tweaked.

Modern navigation systems provide drivers with the necessary information to avoid construction, accidents, and traffic congestion along their routes – similarly, analytics reports provide advertisers with the insights needed to streamline their efforts throughout the campaign process. Potential roadblocks are properly recognized, and efforts can be redirected appropriately. Using powerful analytics reports to follow your key accounts’ engagement with your brand throughout a flight is like following the step-by-step directions from a GPS. Your audience’s behaviors will tell you how to target them next, just like your GPS will tell you when and where to turn.

Eliminate the uncertainty and frustration from the campaign process with AdDaptive’s analytics report offerings: your trusted advertising navigation tool.

Visualize navigating your campaigns with powerful analytics in our latest resource:

 

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The Value Of Data Transparency During Economic Uncertainty

The Value Of Data Transparency During Economic Uncertainty

May 11, 2020 |
Laura Bakopolus Goldstone

Data transparency has always been a differentiator in B2B advertising. In today’s economy, it may be more of a survival tactic than anything else.

Transparency isn’t everywhere. We’re not yet at the point where every marketer can see which companies are engaging, how they prefer to engage, or why they engage in one way versus another. But during times of economic uncertainty, when every dollar counts and media buys are scrutinized more closely than ever before, data transparency could be the prime way for companies to understand their impact, calculate their ROI, and determine future strategies – all of which may help them emerge stronger from this situation.

Companies need to prove their media plans are yielding appropriate returns; they need effective reporting to illustrate performance success and business impact. Analytics reports are like diamonds resulting from the increased pressure on B2B advertising success; if companies need to show campaign results with greater detail, tech vendors that can deliver comprehensive B2B ABM analytics reports – reaching a new level of data transparency – will outshine the rest.

Brands must be smart and careful with their messaging and advertising; they know it is most effective to provide informative content to build trust, but they also need to continue to drive revenue in order to outrun the pandemic. The best validation they can receive for their marketing efforts is data transparency and accountability from their ad tech vendors. B2B marketers want to know where their ads are being sent, which companies are seeing them, and what is happening as a result. This information is more pertinent now than ever, and ad tech vendors that can provide these comprehensive reports will help companies thrive through uncertain and difficult times.

Benefits of data transparency during economic uncertainty:

  • Learn about audience
  • Inform future strategies
  • Increase ROI
  • Minimize wasted spend
  • Drive business outcomes

A partner like AdDaptive can help marketers deliver their important messages to their intended audiences effectively and efficiently by providing extensive B2B ABM reports. This level of data transparency and accountability will make the company feel supported, as they can feel confident that they are strategizing wisely during this time.

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Growing Past Walled Gardens

Growing Past Walled Gardens

December 17, 2019 |
Mikaela Alioto

Within the Ecosystem

Within the digital advertising landscape, there are several prominent platforms, referred to as walled gardens, raking in over $33.6 billion out of the $49.8 billion programmatic ad spend in 2019 (source). This begs the question: What exactly is a walled garden, and how can companies be fruitful in this environment with campaigns that scale past these proverbial walls?

Ad buying platforms such as those run by Google, Facebook, and Amazon are considered walled gardens when their clients have no choice but to rely exclusively on their marketing stack to run campaigns (source). However, when walled gardens control accessibility to data within their ecosystem, it tends to limit scalability and insights. Channels can only report back on campaigns that are run within the garden, posing a problem for companies interested in collecting comprehensive analytics to fuel current and future campaigns. To address these needs, companies should complement their plans with vendors offering scalable, transparent solutions. Adding diversity to a media buy extends reach to a company’s target audience without interfering with their existing in-house efforts or replacing current partners.

“A WALLED GARDEN IS A CLOSED ECOSYSTEM IN WHICH ALL THE OPERATIONS ARE CONTROLLED BY THE ECOSYSTEM OPERATOR.” (source)

Life Exists Outside of Garden Walls

Media buys that already run campaigns within walled gardens can complement these plans by adding solutions from ad tech companies such as AdDaptive. It is possible for in-house teams and specialized ad tech vendors to have a very successful, symbiotic partnership. Leveraging AdDaptive’s technology gives companies the option to diversify their media plan and increase the number of touchpoints with their target audience, while our firmographic reporting provides the highest level of data transparency in the B2B advertising industry. Reaching people in walled gardens is only one part of constructing a successful marketing campaign; adding additional touchpoints helps achieve brand awareness and allows a company’s ads to be seen in a variety of locations that resonate with their target audience.

AdDaptive is not walled in; in other words, we can gather actionable business insights regardless of where the ads are placed. These insights allow us to track impressions and engagements and see where creatives are performing the best. This level of insight then helps inform and optimize future digital advertising campaigns. Expanding your solution by enlisting AdDaptive’s technology adds additional value and precise B2B targeting with scale and accuracy that goes beyond the barriers walled gardens face.

Much like a living garden, there is great potential for growth when companies employ the right tools. AdDaptive’s data transparency and advanced insights eliminate scalability issues and form the most comprehensive solution, growing past walled gardens and into the future of smarter B2B advertising.

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FAQ SERIES: How AdDaptive Safely Onboards Data

FAQ SERIES: How AdDaptive Safely Onboards Data

December 03, 2019 |
Mikaela Alioto

How does AdDaptive Onboard Data?

AdDaptive provides simple, streamlined onboarding for all of your CRM, email, and direct marketing lists to amplify the effectiveness of your B2B digital marketing campaigns. Unlike self-managed SaaS models, AdDaptive is a fully managed service; our accounts management experts perform all onboarding, optimization, and analysis in one. AdDaptive follows several steps to ensure data is onboarded safely:

  1. Customer data files are uploaded securely.
  2. To protect privacy, customer records are anonymized and all personally identifiable (PII) information is removed.
  3. Once customer records are anonymized, they are matched to precise digital identifiers.
  4. Data segments are then activated for targeting in AdDaptive’s platform.

Results

To make campaigns more effective and achieve a higher return on your marketing spend, AdDaptive’s data onboarding technology makes offline data actionable and provides the best possible customer experience. By working with AdDaptive, customers are able to target specific business accounts and tailor their campaigns towards their business needs resulting in continued success.

 

 

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Protecting Consumer Data With B2B Advertising

Protecting Consumer Data With B2B Advertising

September 19, 2019 |
Mikaela Alioto

Why does B2B advertising thrive in a privacy-centric ecosystem?

Maintain Anonymity

B2B and B2C advertising take different approaches to leveraging data. By nature, B2B advertising does not need personal consumer data; this protects individual privacy while achieving campaign goals. B2B ad tech vendors like AdDaptive use publicly available firmographic data to identify businesses and roles – not individuals; therefore, there is no need for personal identifiers in B2B advertising. B2B targeting maintains an individual’s anonymity but still reaches target audiences through validated business data. In contrast, B2C digital advertising cannot be done anonymously, since personal data is required to serve ads to individuals outside of businesses.

Achieve your Business Goals

There are ways to achieve your business goals without jeopardizing consumer privacy. By working with AdDaptive, you are assured you will receive powerful results from your digital advertising campaigns without the use of personal consumer data.

Compare and Contrast the Role Data Plays in B2B vs. B2C Advertising:



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