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Using First-Party Data to Improve Google Ads Targeting and Bidding Performance

by asplichal | May 17, 2026 | Google Ads

Google Ads has changed dramatically over the past few years. Between increasing privacy restrictions, the decline of third-party cookies, and Google’s continued push toward automation and AI-driven advertising, ecommerce advertisers are facing a very different landscape than they were even a few years ago.

The good news is that there is one major competitive advantage available to every ecommerce business today:

First-party data.

The brands that are consistently improving return on ad spend (ROAS), lowering acquisition costs, and scaling profitably are often not the ones with the largest advertising budgets. They are the businesses using their customer data strategically to help Google Ads make smarter targeting and bidding decisions.

If you want stronger campaign performance in today’s advertising environment, learning how to properly leverage first-party data is no longer optional—it is essential.

 

What Is First-Party Data?

First-party data is information your business collects directly from your customers and website visitors. Unlike third-party audiences or behavioral assumptions, first-party data comes from actual interactions people have with your brand.

Examples include:

  • Email subscribers
  • Past purchasers
  • Website visitors
  • Cart abandoners
  • CRM records
  • Loyalty program members
  • Purchase history
  • Customer lifetime value data
  • Phone leads
  • Form submissions

This data is especially valuable because it reflects real customer behavior and intent. Instead of relying solely on Google’s automated audience estimates, you are providing the platform with concrete information about the types of people who already engage with and buy from your business.

In many ways, first-party data has become the fuel powering successful Google Ads campaigns.

 

Why First-Party Data Matters More Than Ever

Google’s machine learning and Smart Bidding systems are incredibly sophisticated. However, those systems still depend heavily on the quality of the data they receive.

Think of Google Ads automation like a GPS. If you provide vague directions, you are likely to get inconsistent results. But when you feed the system detailed, accurate information, the recommendations and optimization become significantly more precise.

The same principle applies to advertising data.

Many ecommerce advertisers still optimize campaigns around the lowest possible cost per conversion. The problem is that not all conversions are equally valuable.

For example:

  • A customer who buys once using a large discount code may never purchase again.
  • Another customer may spend hundreds of dollars repeatedly over several years.

From a profitability standpoint, these customers are completely different.

If Google Ads treats both conversions identically, bidding decisions can become inefficient. First-party data helps Google distinguish between low-value and high-value customer behaviors, leading to smarter optimization decisions.

 

Using Customer Match to Improve Targeting

One of the most effective ways to leverage first-party data in Google Ads is through Customer Match.

Customer Match allows advertisers to upload customer information such as:

  • Email addresses
  • Phone numbers
  • Mailing addresses

Google then matches this information to users logged into Google accounts, allowing advertisers to build highly targeted audiences.

This creates opportunities to market differently to:

  • Existing customers
  • Repeat buyers
  • High-value purchasers
  • Cart abandoners
  • Subscription customers
  • Inactive customers

The key is segmentation.

Too many advertisers lump all customers into one audience. In reality, a customer who spent $25 one time should not necessarily receive the same bids, messaging, or promotional offers as a customer who has spent $2,000 over multiple purchases.

By segmenting customer audiences based on purchase behavior and customer value, advertisers can improve both targeting precision and bidding efficiency.

 

How First-Party Data Improves Smart Bidding

Google’s automated bidding strategies—including Target ROAS, Maximize Conversion Value, and Target CPA—depend heavily on conversion data.

Unfortunately, many ecommerce advertisers still provide incomplete or oversimplified conversion information.

For example, if every sale is assigned the same conversion value regardless of actual revenue or profit margin, Google may prioritize lower-quality conversions simply because they occur more frequently.

This can lead to inefficient ad spend and reduced profitability.

Instead, ecommerce businesses should focus on feeding Google more accurate business data, including:

  • Actual revenue values
  • Product-level conversion values
  • Profit-based conversion values when possible
  • Customer lifetime value data
  • Offline conversion tracking
  • Enhanced conversion data

When Google receives more detailed information about which customers and purchases generate the most value, bidding algorithms become more effective at identifying similar users likely to generate profitable outcomes.

The result is often:

  • Improved ROAS
  • Lower acquisition costs
  • Better audience targeting
  • Higher-quality traffic

 

Enhanced Conversions: An Underutilized Opportunity

One of the most overlooked features in Google Ads today is Enhanced Conversions.

Enhanced Conversions securely send hashed first-party customer information back to Google after a conversion occurs. This improves attribution accuracy, especially in environments impacted by:

  • iOS privacy restrictions
  • Browser tracking limitations
  • Cookie loss
  • Cross-device browsing behavior

Accurate attribution is critical because Smart Bidding systems rely on conversion tracking to optimize performance.

When Google misses conversions due to privacy limitations, bidding algorithms lose valuable learning signals. Enhanced Conversions help restore some of that lost visibility.

Many ecommerce brands see meaningful improvements in conversion reporting accuracy after implementation, which often leads to stronger Smart Bidding performance over time.

For many advertisers, this is one of the simplest technical upgrades available with a potentially significant impact.

 

Building Better Remarketing Campaigns with First-Party Data

Remarketing remains one of the highest-ROI campaign types in ecommerce advertising, but many businesses fail to fully capitalize on it.

Instead of using broad “all visitors” audiences, first-party data allows advertisers to create more strategic audience segments such as:

  • Product viewers
  • Cart abandoners
  • Past purchasers
  • High average order value customers
  • Repeat buyers
  • Customers inactive for 90 days
  • Seasonal shoppers

Each of these groups represents a different stage of the customer journey and should often receive different advertising messages and bidding strategies.

For example:

A recent cart abandoner may respond well to urgency-based messaging encouraging them to complete their purchase.

A repeat customer, however, may respond better to loyalty incentives, exclusive access, or upsell opportunities.

By tailoring messaging and bids to audience behavior, advertisers can improve both conversion rates and advertising efficiency.

 

The Future of Google Ads Belongs to Better Data

Google Ads is becoming increasingly automated. AI-driven bidding, predictive targeting, and audience modeling will continue playing larger roles in campaign management moving forward.

As privacy regulations tighten and third-party tracking becomes less reliable, first-party data will become even more valuable.

The ecommerce businesses that invest now in building strong customer databases, tracking systems, and audience segmentation strategies will have a significant long-term advantage over competitors relying solely on broad targeting and generic automation.

The future of advertising is not necessarily about spending more money.

It is about providing better signals.

And the businesses that provide Google with the best customer data are often the businesses achieving the strongest performance.

 

Final Thoughts

Using first-party data effectively can dramatically improve Google Ads targeting and bidding performance.

To recap, ecommerce advertisers should focus on:

  1. Building and segmenting customer audiences
  2. Uploading Customer Match lists
  3. Implementing Enhanced Conversions
  4. Tracking accurate conversion values
  5. Optimizing campaigns toward profitability, not just volume
  6. Creating segmented remarketing campaigns
  7. Continuously improving customer data quality

Google’s automation tools are powerful, but they perform best when paired with strong strategy and high-quality data.

The advertisers who combine both are positioning themselves for long-term ecommerce growth.

Because in today’s competitive advertising environment, every click truly does count.

 

Frequently Asked Questions

  1. What is first-party data in Google Ads?

First-party data is information your business collects directly from customers and website visitors. This includes email addresses, purchase history, website behavior, CRM data, loyalty memberships, and customer interactions. In Google Ads, this data can be used to improve audience targeting, bidding strategies, and remarketing performance.

  1. Why is first-party data important for ecommerce advertising?

First-party data helps advertisers improve targeting accuracy and campaign profitability by giving Google better information about valuable customers. As third-party cookies become less reliable due to privacy changes, first-party data has become one of the most effective ways to improve Google Ads performance and maintain strong return on ad spend (ROAS).

  1. How does Customer Match work in Google Ads?

Customer Match allows advertisers to upload customer information such as email addresses and phone numbers into Google Ads. Google matches this data to user accounts and creates audiences that can be used for targeting, exclusions, remarketing, and bid adjustments across Search, Shopping, YouTube, and Display campaigns.

  1. Can first-party data improve Smart Bidding performance?

Yes. Google’s Smart Bidding strategies rely heavily on conversion signals and audience data. When advertisers provide accurate first-party data—such as revenue values, customer lifetime value, or high-value customer segments—Google can make better bidding decisions and optimize campaigns more effectively for profitability instead of simply generating low-cost conversions.

  1. What are Enhanced Conversions in Google Ads?

Enhanced Conversions are a feature that securely sends hashed first-party customer information back to Google after a conversion occurs. This improves conversion tracking accuracy, especially in environments impacted by privacy restrictions, cookie limitations, and cross-device browsing behavior. Better conversion tracking often leads to stronger Smart Bidding performance.

  1. What types of audiences should ecommerce stores create using first-party data?

Ecommerce businesses should create segmented audiences based on customer behavior and value. Common audience segments include:

  • Cart abandoners
  • Repeat customers
  • High average order value buyers
  • Past purchasers
  • Inactive customers
  • Product viewers
  • Loyalty members

Segmented audiences allow advertisers to customize messaging, bids, and offers more effectively.

  1. How can ecommerce businesses start collecting more first-party data?

Ecommerce businesses can collect more first-party data by:

  • Growing email and SMS subscriber lists
  • Using loyalty or rewards programs
  • Encouraging account creation
  • Tracking purchase behavior
  • Implementing CRM systems
  • Capturing lead form submissions
  • Using website analytics and conversion tracking tools

 

The more accurate customer data a business collects, the better Google Ads campaigns can perform over time.

 

Need Help with Google Ads? If you’re ready to take your online store’s performance to the next level with Google Shopping Ads but need a helping hand, consider reaching out. I’m Andy Splichal, author of Make Each Click Count and host of the Make Each Click Count podcast. Whether it’s about creating high-performing Shopping Ads or mastering your overall Google Ads strategy, I’m here to help. Let’s make those clicks count!

 

 

ABOUT THE AUTHOR

Andy Splichal is the founder and managing partner of True Online Presence, author of the Make Each Click Count book series, host of the Make Each Click Count podcast, founder of Make Each Click Count University and certified online marketing strategist with twenty plus years of experience helping companies increase their online presence and profitable revenues.

He was named to Best of Los Angeles Awards’ Most Fascinating 100 List in both 2020 and 2021. To find more information on Andy Splichal, visit trueonlinepresence.com or read The Full Story on his website or his blog, blog.trueonlinepresence.com.

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