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Celebrating 19 Years of Search Insights and Innovation
Today, I am thrilled to share that Search Engine Land is celebrating its 19th anniversary!

Nineteen years is an incredible milestone. For almost two decades, we have been diving deep into the ever-evolving world of search engines, always striving to make sense of the changes and challenges Google and the search industry present.

This year, 2025, has been one of the most transformative since our launch in 2006. The rapid pace of change has been exhilarating.

Through it all, our mission remains steadfast: to provide clear news, insightful analysis, and practical guidance to help you navigate the world of search.

Before we look to the future, I want to express my heartfelt thanks for your support and reflect on the past year with you.

Thank you for reading

Sincerely, thank you for being with us.

Every day, we focus on you: what you need to know, what really matters, and what changes will impact your work today or your strategy months down the line.

Our goals include:
- Focusing on meaningful stories, not filler.
- Delivering news clearly and quickly.
- Providing essential context and expertise.
- Being a dependable resource in a fast-changing industry.
- Helping you anticipate where search is heading, even when it’s unclear.
If you haven’t yet, I encourage you to subscribe to our daily newsletter for a curated summary of all things search, helping you stay updated without feeling overwhelmed.

Thank you to the Search Engine Land team

Our team’s passion is what has driven our success for almost two decades.

Though small, our team accomplishes significant and impactful work because we are mission-driven and dedicated to search.

I extend my greatest thanks to:
- Barry Schwartz. With 22 years of experience, Barry’s passion for search ensures complex topics become understandable. He is indispensable.
- Anu Adegbola. Focusing on paid media, Anu offers clarity amidst constant changes with her insightful writing.
- Angel Niñofranco. Angel plays a crucial role in our SME articles through his coordination and editorial oversight.
- Kathy Bushman. Kathy’s behind-the-scenes expertise ensures SMX events are seamless and valuable.
And to the entire team at Third Door Media within Semrush, whether or not your name appears here, your contributions are invaluable.

Top highlights from the past year

Despite the uncertainties of this year, Search Engine Land thrived, thanks to the trust of our community.

SMX Advanced returned in person for the first time in 6 years

This was arguably the highlight of the year. SMX Advanced’s return in person after six years was electrifying.

With attendance surpassing expectations, the sessions were dynamic, and conversations felt like reunions for the search marketing community. It was clear that we all missed these face-to-face exchanges about AI, Google’s updates, and more.

We learned again that when great minds gather, extraordinary things happen. We eagerly await our next gathering in Boston, June 3-5.

Defining industry coverage of AI Overviews and the new era of search

This year, more than ever, transformed the search landscape. We’ve provided the clarity and reporting needed in this evolving environment.

Our readers rely on us for insights during times of change, and we take pride in shaping the industry’s future understanding of search.

Subject Matter Expert (SME) program growth

This year saw a surge of new and returning readers turning to us for insight into SEO and PPC shifts, from AI to SERP experiments.

Our growth owes much to our fantastic contributors, and I extend my gratitude for their impactful work.

Looking ahead: What’s next for Search Engine Land

As we embrace our 19th year, our resolution is steadfast: to offer unparalleled coverage of search-related topics.

This year, you can anticipate:
- Continued breaking news on SEO, PPC, AI, and more.
- In-depth analysis, guides, and contextual explainers on industry evolution.
- SMX events tailored around the nuances of AI-driven search.
- Enhanced expert viewpoints, data, and market clarity.
Mark your calendars for:
- SMX Advanced: June 3-5
- SMX Next: Nov. 18-19
We have much in store for you, with the aim of equipping you with the insights necessary for your best work.

A brief look back to where it all began

Launched on Dec. 11, 2006, Search Engine Land began with a vision of search as a vast community. A place of exploration, connection, and evolution. Over these years, it’s grown beyond our expectations.

The mission remains the same:

Search Engine Land is your destination to remain informed, educated, and connected within the world of modern search engines.

Thank you for 19 incredible years

From everyone here at Search Engine Land and Semrush, thank you for your readership, engagement, and passion for the evolving world of search.

Here’s to a promising rest of 2025 and a remarkable 2026.

Inspired by this post on Search Engine Land.
December 11, 2025
Bing Adopts Google’s Ad Design: What This Means for You

I recently stumbled upon some intriguing developments from Bing, as they are experimenting with a new ad format that closely resembles Google’s approach. This revamped ‘Sponsored results’ grouping could potentially lead to more accidental ad clicks, given how seamlessly these paid listings blend with the organic search results.

Picture this: Microsoft is testing a redesign for search ads in Bing, wherein multiple sponsored links are grouped under a single ‘Sponsored results’ label. There’s also a handy ‘Hide’ button to collapse the ad block entirely, adding a layer of user control that’s quite novel.

What’s Happening? It was Sachin Patel who first noticed this Bing test in action, sharing screenshots and a video that spotlight this new layout. Interestingly, in the current test, only the first ad in the group is marked with a label. Any subsequent ads are listed without labels beneath it. This feature allows users to click ‘Hide’ to collapse these ads and ‘Show’ to display them once more.

Understanding the Mechanism. The design clusters ad units in such a way that blurs the lines between paid and organic content. By consolidating ad labeling to just one header, it makes each ad appear more like a standard search result.

Looking Back. Google introduced a similar approach not too long ago, and it quickly drove discussions around unintended ad clicks. According to a recent poll conducted by Barry Schwartz on X, a remarkable 63% of respondents admitted to inadvertently clicking on Google Ads results due to this new grouping.

Bing following suit might indicate a broader industry trend in the labeling and display of search ads.

Why Should We Care? Bing’s new grouped ‘Sponsored results’ format could potentially raise ad visibility and enhance click-through rates by making ads blend more seamlessly with organic listings. The ‘Hide’ button introduces a refreshing control element for users, though the single-label approach may still lead to increased accidental clicks, as observed with Google’s recent redesign, potentially resulting in higher bounce rates.

Should Microsoft decide to implement this change broadly, it could significantly impact campaign performance, attribution, and spending efficiency across Bing’s search platform.

Initial Observations. This layout change was first shared by Sachin Patel, who took to X with his findings.

The Takeaway: While the experiment remains limited for now, if Bing rolls this format out extensively, it could lead to increased engagement — whether intended or accidental — and renew discussions about how clearly ads are disclosed in search results.

Inspired by this post on Search Engine Land.

December 11, 2025
How Dark Themes Outperformed in Our B2B Landing Page Test

I have to admit, I was surprised when our dark-themed landing page outperformed the light one.

Everything I believed about conversion optimization suggested the light background would dominate.

Light themes are generally the norm for B2B lead generation due to their readability and clean look, aligning perfectly with accessibility standards.

Unbounce’s study of 41,000 landing pages backs up this trend for light backgrounds. Betting on the light theme seemed like a safe decision.

However, after dividing our paid traffic equally between a dark and a light landing page for our industrial fleet repair SaaS, despite a 16.62% higher CTR for the light variant, it resulted in 42% fewer conversions.

This isn’t a call for adopting dark themes universally.

Rather, it’s a case study showing how audience context and industry-specific associations can outweigh best practices drawn from broader samples.

We cater to a niche in the B2B SaaS market, particularly serving the transportation industry—businesses maintaining commercial vehicles and equipment.

Our intended audience includes shop owners and operators engaged in industrial settings, managing technicians, equipment, and demanding commercial clients.

Going into this test, my expectations were clear.

I anticipated light backgrounds would be more effective for our text-heavy lead generation pages, given their emphasis on whitespace and visual hierarchy. Our 7-field form aimed at busy shop operators seemed poised for success with light mode.

I also assumed blue CTAs would yield better results, with blue being associated with trust and security crucial for B2B software purchases. Thus, we used a blue CTA button.

I was incorrect on both fronts.

We conducted this test by isolating the visual design, directing traffic through Google Ads and Meta to two vastly different landing pages with identical copy.

The control page sported a dark theme with a black background, white text, high-contrast form fields, and a subtly outlined black CTA button. The header lacked a brand logo, intensifying the focus on the content.

Conversely, the treatment page featured a light theme, employing white and light gray elements, dark text, and a blue CTA button. Here, our brand logo was prominently placed in the header.

All other variables remained the same, emphasizing the importance of isolating design as the sole differentiating factor.

This test spanned three to four weeks, with Google Ads search campaigns topping $8,205.97, yielding 767 clicks and 30 conversions.

The light theme’s seemingly advantageous CTR masked the truth—it attracted less qualified traffic, converting at a similar or worse rate than expected.

A consistent preference for the dark theme also emerged in Meta tests, reinforcing the role of audience preference rather than algorithmic anomaly.

Understanding why the dark theme won lies in recognizing how it aligns with the psychological and environmental cues of our target audience in the industrial sector.

The dark theme resonated well with the familiarity of industrial aesthetics—functional, robust environments characterized by dark, metallic tones.

The contrast provided by white form fields on a dark background was unmistakable, drawing eye attention naturally.

Dark themes carry a tone of seriousness and value, fitting for the weighty decision-making expected in B2B software acquisitions.

Moreover, embracing familiar industry conventions, the dark interface enhanced trustworthiness and familiarity.

This test taught me that testing design psychology is just as crucial as testing visual elements themselves. Before embarking on similar experiments, consider what your design communicates to your audience rather than just aesthetic appeal.

Finally, ensure your experiments include significant contrast between variations while keeping other elements constant to draw accurate conclusions.

Audience context should guide optimization efforts more than generalized best practices. By focusing on specific audience needs and signals, I’ve learned that real, lasting optimization success can be achieved.

Inspired by this post on Search Engine Land.

December 11, 2025
Master PPC Brand Protection: Safeguard Your Brand Now
I never realized how much traffic I was losing every day until I learned about unauthorized bidding, affiliate violations, and ad hijacking. It’s a common issue, but don’t worry, I’m here to guide you through building a robust brand protection strategy in paid search.

Did you know that ad fraud reached an estimated $84 billion in global digital ad spend in 2023? If you’re facing a steady rise in branded CPCs or see competitors continuously appearing above you in searches for your own name, this guide is exactly what you need to understand why and what steps to take next.

Brand protection in PPC is about defending your brand from unauthorized use of your branded search terms in PPC ads and any deceitful ad placements. My main goal here is to make sure that people searching for my brand or product name find my official pages rather than those of a competitor, affiliate, or reseller.

Having a well-executed brand protection strategy not only safeguards my traffic but also reinforces my brand’s image and fosters customer loyalty. Without it, I risk facing significant losses, such as higher CPCs, rising affiliate costs, and losing customer acquisition opportunities.

My brand protection activities include:
- Monitoring who bids on my branded keywords.
- Spotting unusual spikes in CPCs or impression share.
- Identifying unauthorized trademark use in paid search.
- Detecting hidden, geo-targeted ads meant to evade detection.
- Enforcing compliance rules for affiliates and partners.
Three main sources of threats exist:
- Competitors: They target my branded searches to tap into high-intent traffic, intercepting my audience.
- Affiliates: If I miss their dishonest tactics, I end up paying for leads I would have acquired anyway, increasing costs without gaining additional customers.
- Fraudsters: Their advanced tactics can cause serious financial and reputational harm to my brand.
Without protecting my brand in paid search, I’m at risk of these common threats:
- Brand bidding: Others bid on my branded queries to capture high-intent searches, driving up CPCs and reducing my impression share. Over time, this forces me to spend more to regain position, lowering my return on investment (ROI).
- Ad hijacking: Competitors or fraudsters mimic my ad structure to deceive users into clicking what they believe is my official ad.
- Malicious redirects: Users clicking on “brand-looking” ads might end up on phishing, malware, or low-quality pages.
- Ad copy misalignment: Affiliates may use unapproved or outdated messaging harming my brand image.
- Misleading ad copies: Ads that position another product as a direct substitute for mine to divert traffic and conversions.
Given these risks, a dedicated PPC protection strategy is crucial. Without it, my acquisition costs could rise significantly, and I might lose customers at the critical decision-making stage.

In today’s PPC landscape, not protecting my brand erodes trust, skews attribution, and weakens my marketing efforts over time. Consequently, conversions drop, ROI slips, and my paid media effectiveness diminishes.

Important stats to consider:
- Global ad fraud costs are projected to rise to $172 billion by 2028 (Statista).
- 69.7% of marketers reported issues with “spam or fake lead submissions” in their paid media campaigns (Lunio).
- U.S. advertisers saved $10.8 billion through anti-fraud initiatives in 2023 (TAG).
For an effective brand protection strategy, I employ these PPC tactics:
- Account structure: I ensure my campaigns are clearly segmented to easily spot anomalies in CPCs and impression share.
- Negative keyword strategy: I use targeted negatives—partner names, resellers, and irrelevant variations—to cut out the noise.
- Affiliate rules: I set clear policies to minimize violations and facilitate compliance enforcement.
Automation and monitoring play a crucial role in a strong brand protection strategy. Relying on automated monitoring, I can catch threats early and resolve them promptly, preserving my budget and performance metrics.

With Bluepear, I detect unauthorized bidding, affiliate violations, and suspicious competitor activities. Real-time alerts help me take swift action as issues appear.

Metrics are vital in measuring my brand protection strategy’s effectiveness. I track:
- Violations count: The number of unauthorized activities detected on branded searches over time.
- Enforcement rate: How efficiently I respond to and handle these violations.
- Cost savings: The budget I recover by curbing CPC inflation and preventing commission leakage.
- Branded CTR recovery: How removing violators improves my visibility and click-through rates.
Blueprint has helped companies like Car.co.uk and Rhino Affiliates successfully protect their brand from PPC threats. By adopting similar strategies, I ensure that my brand remains competitive and trustworthy in the digital landscape.

With Bluepear’s platform, I automatically protect my brand without dedicating significant time to manual monitoring. After signing up, I set up my account in just 10 minutes, gaining access to a powerful monitoring tool. This system has allowed me to quickly identify and act against brand bidding, affiliate violations, and hidden ads.

Ultimately, by using tools like Bluepear, I not only protect my brand but also enhance my marketing efficiency, leading to better ROI and more robust brand integrity.

In conclusion, a solid PPC brand protection strategy is no longer optional—it’s a necessity in today’s competitive landscape. By continuously monitoring, enforcing rules, and leveraging automation, I keep my brand safe and thriving.

Discover more about how you can protect your brand. Try Bluepear’s solution for brand protection and start detecting hidden brand bidding in minutes.

Inspired by this post on Search Engine Land.
December 11, 2025
Unlocking the Truth Behind Google Ads Recommendations

As someone who navigates the complexities of Google Ads, I know the mere mention of ‘Recommendations’ can send shivers down your spine. It’s like a pop-up that corners you on every platform screen—when you’re tweaking keywords, setting campaigns, or batching bids, even when you’re simply checking on things!

I’ve had countless emails from clients fretting over why their ‘Optimization Score’ has suddenly dipped. In this article, I want to demystify what Google Ads Recommendations really are, dispel some myths, and share some tactical advice on how to handle them.

Why do Google Ads Recommendations get such a bad rap?

So why this widespread disdain? To me, it’s plain: the expectations simply don’t align. While the system tailors Recommendations to our accounts, it often lacks the nuance needed for unique business goals.

The algorithm’s designed to spot patterns and suggests tweaks based on what’s working in other accounts. Say you only use Exact and Phrase match keywords—the system might suggest ‘Test Broad Match’ because, theoretically, it could broaden reach, but it may not align with budget constraints or niche specifics.

Bear in mind, Recommendations initially served as a tool for Google Ads sales reps to identify potential client improvements. In their hands, human insight ensured suggestions were relevant. Now, the human filter is absent, making Recommendations feel less tailored.

Is the Optimization Score really that important?

When Google tells you your Optimization Score is low, it’s tempting to perceive it as a failing report card. Many fall into the trap of blindly accepting every suggestion just to see that 100% score light up.

Let me be candid: resist the urge. This score doesn’t reflect performance but rather measures how actively you are reviewing recommendations. Dismissing a suggestion has the same impact on your score as applying it. So, keep your score at 100% if it’s crucial to your Google Partner status—but otherwise, let it slide.

Decoding Recommendations vs. Real Issues

Recommendations might pop up anywhere across the ad platform, not just the designated tab. You’ll see them during account setup, keyword addition, or bid adjustment. These prompts can set off alarms due to their visibility.

Remember, blue or yellow notifications are mere suggestions. Red or purple signals require immediate attention, potentially indicating a billing error or disapproved ad. Maintain a calm head, and only adopt changes that align with your objectives.

Are Recommendations just Google’s strategy to boost spending?

An argument often made is that Recommendations aim to skyrocket spending, subtly capturing more dollars. And sure, Google is profit-driven, but they understand you’ll curb spending if returns don’t justify the expense.

Suggestions are twofold: some aim at increasing reach and expenditure, while others focus on ROI and account refinements that might not increase costs but enhance efficiency.

Turn Off Auto-Apply Recommendations

It’s crucial to mention Auto-Apply Recommendations when discussing these aspects. It’s a feature Google previously championed, enabling automatic implementation of suggestions without checks. Thankfully, it’s losing focus now.

To take control, head to the Recommendations tab, switch to All Campaigns, click Auto-Apply Settings, and ensure all selections are unchecked. Keep the reins in your hands—Google doesn’t need unsupervised access to your budgets, bids, or keywords.

Recommendations aren’t inherently good or bad. They are mere prompts to evaluate and test. Listen to your instincts: review, test if promising, or move on if irrelevant.

This article is part of our ongoing Search Engine Land series, Everything you need to know about Google Ads in less than 3 minutes. In each edition, Jyll highlights a different Google Ads feature and how to maximize it efficiently.

Inspired by this post on Search Engine Land.

December 10, 2025
Unlock Google Data Manager API for Enhanced Ad Performance
I’ve just discovered a game-changer from Google that could simplify our advertising efforts significantly. Their new Data Manager API offers a streamlined way for us to feed our valuable first-party data directly into Google’s sophisticated AI systems.

As an advertiser, utilizing the Data Manager API means I can seamlessly connect our first-party data with Google’s AI-driven ad tools. This connection is poised to elevate our measurement, targeting, and overall performance, eliminating the hassle of managing multiple systems.

Why I care. By leveraging the Data Manager API, I’m able to inject high-quality data into Google’s AI, which optimizes targeting, measurement, and bidding processes. It replaces the need for various APIs, reducing our engineering workload and accelerating insights into our campaigns. With the decline of cookies, this API is crucial for maximizing the data we already have.

Driving the news. This API serves as a single integration point, unifying multiple Google platform APIs. It’s designed for advertisers, agencies, and developers, making our lives a lot easier.

Here’s what I can do with it:
- Upload and refresh audience lists
- Send offline conversions for improved measurement
- Enhance bidding performance by providing Google AI with richer signals
This API expands upon Google’s existing codeless Data Manager tool, which is already in use by thousands of advertisers to activate first-party data.

Partnership push. To speed up adoption, Google is integrating with several partners, including AdSwerve, Customerlabs, Data Hash, and others.

State of play. Starting today, the API is available across Google Ads, Google Analytics, and Display & Video 360, with more integrations to follow.

The bottom line. Adopting the Data Manager API empowers us by enhancing Google’s AI capabilities, improving measurement, reducing technical complexities, and driving better ad performance, all while gearing up for a future that prioritizes privacy.

Inspired by this post on Search Engine Land.
December 9, 2025
Google Firmly Denies 2026 Ad Plans for Gemini AI

Recently, I stumbled upon claims that Google is planning to introduce ads to its Gemini AI chatbot by 2026. However, Google’s top executive has firmly denied these rumors.

The Buzz: According to AdWeek, Google supposedly informed major advertisers that Gemini is set to feature its own ad slots in 2026—distinct from AI Mode’s current ads. Could this mean something big is on the horizon?

On these calls, advertisers were curious but noted a lack of concrete details or prototypes.

Google’s Rebuttal: Dan Taylor, the VP of Global Ads at Google, took to X, flatly dismissing these claims. He insisted, “There are no ads in the Gemini app and no plans to change that.”

Why This Matters: As advertisers, we are on the edge of our seats, wondering how AI interfaces like Gemini might change the ad landscape. Could an ad-supported chatbot alter advertising strategies and user interactions dramatically?

Discussions are already underway about whether AI chatbots should solely serve as utility tools or evolve into revenue-generating platforms. Even whispers of ads in Gemini drive agencies to consider future possibilities.

Moving Forward: Google’s stance is clear; for now, Gemini remains ad-free. Yet with competitors exploring monetization avenues, we must watch this space closely. The conversation about ads in Gemini is far from over.

Read More: EXCLUSIVE: Google Tells Advertisers It’ll Bring Ads to Gemini in 2026

Inspired by this post on Search Engine Land.

December 9, 2025
Best AI Tools for PPC and Social Campaigns You Need Now
As a performance marketer, I’ve realized that leveraging AI is crucial for growth and efficiency, especially as we advance into 2026 and beyond.

Anyone not exploring new AI tools to enhance or streamline their PPC efforts is missing out on a significant opportunity for their brand or clients.

The rapid pace at which these tools evolve can make it feel like a full-time job to keep up, which is why my agency prioritizes AI in our knowledge-sharing sessions.

As a team, we’ve distilled our top picks for creative, campaign management, and AI search measurement tools.

This article will guide you through essential tools in each category, providing quick reviews and highlighting my current favorite.

One key piece of advice before diving in: Be cautious about long-term contracts with AI tools, as today’s sensation might be tomorrow’s obsolete tool.

AI Creative Tools for Paid Social Campaigns

With numerous tools available for generating creative assets, each offers unique benefits but also carries the risk of creating subpar AI content.

Whatever tool you choose, ensure it undergoes rigorous testing and is backed by a robust human-in-the-loop process to maintain quality, accuracy, and brand alignment.

Here’s a summary of tools we’ve evaluated:
- AdCreative.ai: Generates images, video creatives, ad copy, and headlines efficiently, with data-backed scoring.
- Creatify: Excels in video ads and supports diverse formats.
- WASK: Merges AI creative generation with campaign optimization and competitor analysis.
- Revid AI: Suited for story format creation.
- ChatGPT: A familiar, free tool that gives marketers an edge in crafting effective prompts.
Currently, I favor AdCreative.ai. It simplifies brainstorming creative concepts and testing variations quickly.

It offers significant advantages like:
- Creating multiple variants swiftly to keep creative fresh and combat ad fatigue.
- Reducing dependence on external designers for repetitive or template-based content.
- Experimenting with various creative elements rapidly to determine winning combinations.
- Providing data-driven insights such as creative performance predictions.
However, always ensure you establish:
- Guardrails to prevent off-brand outputs with clear voice guides and style rules.
- Verification processes to catch errors in technical claims or data.
Dig deeper: How to get smarter with AI in PPC

AI Campaign Management and Workflow Tools for Performance Campaigns

In the realm of workflow automation tools like Zapier, Workato, and Microsoft Power Automate, our agency prefers n8n for its flexibility in creating agentic workflows and integrations.

Our primary n8n use cases include:

Lead management: Enhance and route leads automatically with the integration of Clearbit and CRMs.
UTM cleanup: Normalize UTM parameters automatically for accurate CRM entry.
Data reporting: Fetch metrics, structure data, and use AI to summarize insights, sharing them via Slack or collaborative tools.

Be aware of potential challenges with n8n:

Requires technical knowledge of APIs, JSON, and authentication methods.
Security setups are necessary to protect data; misconfigured systems can pose risks.
Lacks some ad platform integrations which require more manual work.
Dig deeper: Top AI tools and tactics you should be using in PPC

AI Search Visibility Measurement Tools

Most SEOs rely on platforms like Semrush, Moz, and SE Ranking, yet tracking AI search visibility requires specialized tools like Profound.

Profound provides valuable persona-level and competitor-level insights, linking them to strategic levers for actionable insights.

It offers quick access to insights like:

Benchmarks against competitors showing AI visibility strengths and gaps.
Messaging intel from AI about brand solutions to refine content and messaging.
Signals improving brand consistency and favorability in AI results.
Trends in AI’s influence on search results and user behavior.
Insights revealing AI model-generated brand narratives.
Opportunities to influence brand perception in AI answers.

Choosing a tool quickly is crucial to gather data on shifting AI search trends and adjust strategies effectively.
Dig deeper: Scaling PPC with AI automation: Scripts, data, and custom tools

What Remains True as the AI Toolset Evolves

While I strive for my content to remain relevant over time, I’m aware that this piece may become more of a historical reference.

Nonetheless, the need to:

Stay updated on AI developments.
Vigorously test new capabilities and features.
Foster strong knowledge-sharing within the team remains essential.

Though AI in performance marketing has grown rapidly, there’s still room for teams that adapt quickly, conduct strategic testing, and pivot effectively to differentiate themselves.
Dig deeper: AI agents in PPC: What to know and build today

Inspired by this post on Search Engine Land.
December 9, 2025
Accelerate B2B Optimization with Proxy Metrics

Embarking on the complex B2B journey can feel like navigating a labyrinth. I know this from firsthand experience, especially when it comes to optimizing campaigns amidst long sales cycles and low conversion volumes.

In the realm of selling high-value items, waiting for months to see tangible results can be frustrating. That’s where I discovered the power of proxy metrics, or micro-conversions, to drive faster optimization.

Let’s dive into the specifics of proxy metrics and their transformative impact on B2B campaigns.

Understanding Proxy Metrics

From my perspective, proxy metrics are like the early indicators of success that help predict final outcomes. Think of them as a weather vane pointing towards future achievements.

Engagement rates hint at potential conversions, while add-to-cart events often precede sales. Watching these early signs allows me to course-correct campaigns sooner and optimize budget allocations.

Proxy metrics also prove invaluable when navigating Google’s 90-day latency window. I’ve learned to identify key predictors within this time frame to maintain tracking efficiency.

Dig deeper: How to use GA4 predictive metrics for smarter PPC targeting

Enhancing Algorithmic Bidding with Proxy Metrics

In my work with digital ad platforms like Google and Meta, I’ve seen the crucial role of machine learning in campaign optimization. Feeding these systems with early signals like micro-conversions enhances their ability to target quality users effectively.

With metrics like time on site and scroll depth, I can refine targeting even when conversion data appears sparse, creating training signals that define algorithms’ paths.

Building Audiences and Gaining Insights with Proxy Metrics

Segmentation through proxy metrics opens up smarter audience building. By identifying engaged users, I craft lookalike audiences that mirror high-value customers, shifting focus from mere click-through metrics.

I’m also able to expedite testing cycles by employing leading indicators instead of waiting for long-term data, thereby speeding up hypothesis validations and subsequent decisions.

Proxy metrics frequently offer more robust statistical significance in models than distant revenue markers, enabling reliable market assessments.

Evaluating the Trustworthiness of Proxy Metrics

I’ve learned that not all proxy metrics pack the same punch. Some signal genuine interest more effectively than others. Newsletter signups, for example, often predict engagement, whereas add-to-cart events can be misleading due to frequent abandonment.

To choose the right proxies, I measure correlation strength, timeliness, actionability, and stability to ensure they provide reliable guidance for strategic decisions.

By focusing on these factors, I navigate the intricate path of B2B optimization with confidence, leveraging insights to drive impactful outcomes.

Inspired by this post on Search Engine Land.

December 8, 2025
Submit Your Cutting-Edge Session for SMX Advanced 2026

I’m excited to share with you that SMX Advanced is gearing up to make its mark in Boston from June 3rd to 5th, 2026, hosted at the Westin Boston Seaport. This is the premier event for those of us committed to mastering search marketing.
We’re really keen on highlighting the advanced strategies in SEO, PPC, and AI, and we can’t do it without your expertise.
The world of search is evolving incredibly fast.
As SEOs, we find ourselves adapting to AI SEO trends, making sense of AI Overviews dominating SERPs, and navigating Google’s ever-changing landscape and algorithm updates.
For those in PPC, there’s the challenge of making informed, data-driven decisions while seamlessly integrating new AI tools and maintaining that essential human touch.
We’re looking for speakers at SMX Advanced who can provide real solutions to these complex issues.
Do you have proven, high-level strategies for today’s marketing landscape? Now is the perfect time to share your session idea with us. Even if you haven’t spoken at SMX before, in person or virtually, we encourage diverse voices and perspectives to come forward.
The deadline for submitting your SMX Advanced session pitch is January 30th. Don’t delay—spots are limited and fill up quickly.
Consider these tips for crafting a compelling session proposal:
Ensure that your topic is truly advanced and tailored for intermediate to advanced professionals in search marketing.
Introduce an original idea or a unique session format.
Include a case study or specific examples to illustrate your points.
Be mindful of what can realistically be covered in a 20-minute timeframe.
Provide clear, actionable takeaways for participants to implement.
Clarify what skills or insights attendees will gain from your session.
Don’t forget to check out our guide to speaking at SMX for more details on the submission process. When you’re ready, create your profile and send us your pitch!
If you have any questions, drop me an email at kathy.bushman@semrush.com. I can’t wait to see what you come up with!

Inspired by this post on Search Engine Land.

December 8, 2025

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