Tag: Ad Optimization

  • Google Enhances Shopping Ads: More Promotions for 2026

    Google Enhances Shopping Ads: More Promotions for 2026

    Having worked closely with Google’s Shopping platform, I’ve seen the evolution of their policies first-hand. Recently, they’ve made significant updates for 2026, allowing advertisers more creative ways to engage with consumers through various promotions.

    Google’s updated Shopping policies are expanding eligibility criteria for promotions, offering merchants greater flexibility starting next year. This change is a game-changer for those of us looking to leverage newer promotional formats like subscriptions and localized payment incentives.

    What brought this change? Google is enhancing its promotion guidelines to include more types like subscription discounts, common promotional abbreviations, and specific payment offers in Brazil. These updates aim to align better with current consumer purchasing behaviors.

    Why it matters to me. Promotions are vital for standing out in Shopping results, impacting both visibility and conversion rates. With these updates, I now have the chance to use new promotion formats that resonate with today’s buyers, particularly for subscriptions and cashback deals. The expanded flexibility reduces the risk of disapproval and makes my Shopping ads far more compelling during critical decision-making moments.

    If you’re like me and rely on subscriptions or local payment incentives, this policy update opens up new avenues for visibility and conversion on Google Shopping.

    What’s new? Now, promotions can be linked to subscription fees, with possibilities for free trials or discounts on initial billing cycles. Setting these offers up is straightforward: select “Subscribe and save” in Merchant Center or use the subscribe_and_save redemption option in promotion feeds. Examples could be offering a free first month or a significant discount for the first few subscription periods.

    Additionally, there’s a relaxation on language restrictions. I’m excited that common promotional abbreviations like BOGO, B1G1, MRP, and MSRP are now supported, making it easier to reflect real-world retail lingo without risking ad disapproval.

    In Brazil only, Google is now accommodating promotions linked to specific payment methods, including cashback deals associated with digital wallets. Merchants need to opt for “Forms of payment” in the Merchant Center or use the forms_of_payment redemption restriction. As of now, there are no plans to expand this to other markets.

    Reading between the lines. These policy changes indicate Google’s intent to better align promotional strategies with modern retail dynamics — particularly focusing on subscriptions and localized payment methods, thereby reducing hurdles for merchants like me.

    In summary. By broadening the categories for promotions, Google allows us as advertisers to compete on added value, not just pricing, with upcoming Shopping policy updates set for January 2026.


    Inspired by this post on Search Engine Land.


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  • From Mailroom to PPC CEO: Anthony Higman’s Journey of Redemption

    From Mailroom to PPC CEO: Anthony Higman’s Journey of Redemption

    I recently spoke with Anthony Higman, the CEO of AdSquire, on episode 336 of PPC Live The Podcast. Anthony’s remarkable journey took him from the mailroom of a law firm to the helm of his own company with a panoramic view of Philadelphia. His story exemplifies how dedication, learning from missteps, and perseverance can forge a successful career path.

    Learning from Client Missteps

    Anthony opened up about one of his early blunders with a client, where he allowed them to chase after quick-win promises in numerous emails. Though some were outright scams, others were genuine but unaligned with the client’s goals. His decision to let a client engage with an ineffective SEO agency resulted in subpar outcomes and a revolving door of agencies for the client.

    The lesson learned was clear: building trust with clients is vital, but it’s equally important to provide them with strategic guidance. Striking a balance between educating them and respecting their autonomy is key.

    A Career Lesson from ‘Cowboy Moves’

    Recalling another early career incident at a large advertising agency managing car dealership accounts, Anthony described how he took independent action to correct widespread account mismanagement, considerably enhancing results. However, his proactive steps clashed with company norms, leading to his dismissal.

    This taught him invaluable lessons: knowing one’s values and finding workplaces aligned with them is crucial. Moreover, balancing client success with company expectations is crucial. Today, at AdSquire, he emphasizes consistent account management and clear communication within his team.

    Managing Client Expectations in a Complex Industry

    Anthony highlighted the challenges of managing expectations in competitive industries like legal marketing. While clients often seek various services like SEO and social media, focusing on core strengths rather than spreading resources thin is essential for achieving the best results.

    The Role of Mistakes in Growth

    He believes that mistakes are fundamental to growth. At AdSquire, he encourages his team to learn from their errors without fear of losing their jobs, as long as they remain honest and aligned with the company’s vision. This approach cultivates a culture of learning, accountability, and innovation.

    Common Mistakes in Modern Paid Search

    With AI advancements in Google Ads, Anthony has noticed frequent mistakes such as improper search partner and location settings, automated assets misuse, and auto-apply recommendations. While AI can streamline processes, strategic oversight is essential to avoid undermining performance.

    Key Takeaways from Anthony’s Stories

    Anthony’s experiences offer two main insights:

    1. Guide clients strategically, steering them away from scams while presenting genuine growth opportunities.
    2. Understand your values and choose environments where your ethics and skills align. Never compromise on your principles.

    His philosophy illustrates that mistakes can lead not to failure but to redemption, innovation, and enduring success.

    Looking Ahead: AI and the Future of Google Ads

    Anthony envisions continued AI integration in Google Ads by 2026. While some tools may falter or conflict with specific needs, maintaining strategic oversight and adding a personal touch will remain crucial. Misguided use of AI, such as automated video inventory creation, can yield inconsistent results and demands vigilant monitoring.

    Conclusion: F-Ups Lead to Redemption

    Reflecting on his career, Anthony draws parallels with The Shawshank Redemption. Every misstep contributed to future opportunities, eventually enabling him to establish AdSquire and earn recognition as a top PPC influencer. The overarching lesson: embrace your mistakes, learn from them, and let them serve as pathways to success.


    Inspired by this post on Search Engine Land.


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  • Unlock Creative Freedom with Google’s Expanded Video Limits

    Unlock Creative Freedom with Google’s Expanded Video Limits

    I’ve noticed that Google is testing a new feature in their Performance Max campaigns that could really shake things up for us as advertisers. It seems they’re considering raising the limit on video assets from 5 to as many as 15 per Asset Group. This change could open up a whole new level of creative freedom without needing to fragment our campaigns.

    Why does this matter to us? Well, video content is becoming crucial for the success of Performance Max. The current five-video limit forces us to make tough choices between different formats and ratios, which in turn restricts our reach across platforms like YouTube, Discover, and others. This new limit could lift those restrictions considerably.

    With this potential update, we could include up to 15 videos per Asset Group. This means we can cover all major video ratios and formats without having to duplicate efforts or fragment campaigns. It’s an opportunity for richer, more versatile campaigns.

    For those of us managing multiple video versions, this change could mean significantly streamlined campaign management. We could test more creative ideas without losing out on reach or complicating our campaign structures.

    ```json
{
  "alt": "Interface for selecting up to 15 YouTube videos for an ad campaign, showing tabs for Suggested, Asset library, Search YouTube, and Upload.",
  "caption": "Easily curate up to 15 YouTube videos for your next ad campaign. Navigate through options with a streamlined interface for effective content selection.",
  "description": "This image shows a user interface for selecting YouTube videos to use in an advertisement. The interface features tabs including Suggested, Asset library (highlighted), Search YouTube, and Upload. Options for viewing content in 'Cards' or 'Table' format are available. A 'New' button allows for adding new content, while a filter option can refine selections. Ideal for digital marketers and SEO professionals managing video ad campaigns."
}
```

    It’s still early days, with Google not yet making a formal announcement about this update. It could be in testing, or maybe it’s slowly being rolled out. Keep an eye on any new developments in this area.

    This update first came to light when Growth Marketing Manager Molly Pritchard shared the new option on her LinkedIn profile. It sure caught my attention!

    Bottom line? This may seem like a small tweak, but for those of us utilizing Performance Max, increasing the video cap could greatly enhance our creative strategies with minimal trade-offs.


    Inspired by this post on Search Engine Land.


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  • Unlock Performance Max Potential with A/B Asset Testing

    Unlock Performance Max Potential with A/B Asset Testing

    Google has rolled out a new Beta feature that allows us, Performance Max advertisers, to A/B test asset sets. This expansion takes last year’s retail experiment to an exciting new level, now available for all campaigns.

    With this update, I can compare two sets of assets while keeping the ‘common assets’ steady across both versions. By accessing the Experiments page under the Assets sub-menu, I can determine which creative combinations yield the best results.

    I saw a similar experiment rolled out for retail campaigns last year, and I’m thrilled to see it expand to all Performance Max campaigns.

    Why it matters to me. Performance Max campaigns rely heavily on automation, often making it difficult for me to test specific creative assets. This new capability gives us more control over asset-level performance without compromising the integrity of the entire campaign.

    The big picture. From my perspective, tests must run for at least four weeks to consider the learning phase of P-Max and ad delivery stabilization. While the results aren’t immediate, they’ll allow me to make more informed choices about which images, headlines, and videos drive engagement.

    Between the lines. Asset-level A/B testing could be a pivotal factor in enhancing my Performance Max ROI, particularly when managing diverse creative and asset formats.

    First seen. This update caught my attention when web marketer Dario Zannoni highlighted it on LinkedIn.

    The bottom line. Although still in Beta, this experiment type offers a new degree of transparency and control over automated campaigns, potentially transforming how I approach asset strategies in Performance Max.

    Dig deeper. For more insights on this feature, check out About Performance Max optimization experiments: A/B testing assets (Beta).


    Inspired by this post on Search Engine Land.


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  • Unveiling the Power of Demand Gen in Google Ads

    Unveiling the Power of Demand Gen in Google Ads

    Looking to expand your reach beyond Google Search? Demand Gen campaigns push your ads to ideal audiences across YouTube, Discover, and Gmail.

    As someone deeply involved with Google Ads, I spend most of my time optimizing Search, Shopping, or Performance Max campaigns. It’s understandable, as the Google SERP is foundational to Google Ads. But there’s a significant opportunity within your Google Ads account that many overlook.

    I firmly believe Demand Gen is the most undervalued campaign type in Google Ads, and this needs to change.

    If you’ve been cautious about trying Demand Gen or have written it off due to past failures, consider this your nudge to incorporate it into your 2026 strategy. Demand Gen offers a transformative approach to using Google’s ecosystem for growth through paid advertising.

    To understand Demand Gen, move away from a keyword-centric mindset. Think of it as running Meta (Facebook or Instagram) ads but leveraging Google’s platforms instead.

    Where traditional Search campaigns react to a user’s query, Demand Gen focuses on the user themselves, distributing creative content—images or videos—based on user characteristics rather than their immediate actions or searches.

    Demand Gen can place your ads on Google’s various “owned and operated” properties, including:

    • YouTube (Shorts, In-stream, In-feed)
    • Gmail
    • Discover
    • Google Maps (coming soon!)

    I advise starting with all these channels activated but opting in or out of specific channels as desired.

    While the Google Display Network is an option, it’s wise to prioritize Google-owned properties where intent signals are more robust.

    In Demand Gen, targeting moves away from content and instead utilizes Google’s extensive audience targeting capabilities:

    • Lookalikes: Build audiences mirroring your converters, similar to Meta.
    • Remarketing: Re-engage past visitors or customers.
    • In-Market, Life Events & Affinity segments: Reach people based on interests or behaviors.
    • Detailed demographics: Target based on user demographics.
    • Custom Segments: Focus on search terms or websites/apps users frequent.

    However, combined segments aren’t compatible with Demand Gen; you can only exclude your data segments.

    Demand Gen supports a versatile range of ads: standard image ads, carousel image ads, and video ads. If you’re in ecommerce, integrate your Google Merchant Center feed for product-based ads.

    Unlike Video campaigns, which aim for impressions or views, Demand Gen targets clicks or conversions using these bid strategies:

    • Maximize Clicks
    • Maximize Conversions
    • Maximize Conversion Value
    • Target CPC
    • Target CPA
    • Target ROAS

    You must choose a conversion category, whether it’s a purchase or another action like a YouTube subscription.

    What’s more, Demand Gen uniquely permits the Target CPC strategy, allowing control over CPC in a space dominated by AI-driven bidding. This manual control is beneficial for tightly managed budgets.

    Demand Gen surpasses standard Display campaigns in several ways:

    1. Inventory Quality:

    It primarily serves on authenticated Google-owned properties, ensuring higher engagement compared to random web placements typical in Display campaigns.

    2. Spam Reduction:

    Higher audience and inventory quality reduce the likelihood of spam leads, a crucial factor for lead generation.

    3. The Cost Reality:

    While CPCs in Demand Gen often exceed Display, the quality justifies the price. Plus, it remains cheaper than Search campaigns, with CPCs typically between $0.50 to $2.00.

    Demand Gen isn’t a black box; it provides transparent reporting similar to Performance Max:

    • Asset-level reporting: Analyze text, image, and video performance.
    • Audience insights: Understand who engages with your ads.
    • Channel segmentation: Control where ads appear (YouTube, Discover, Gmail) and tailor placements accordingly.
    • Placement reporting: Inspect YouTube placements to refine targeting.

    Feeling ready to launch a Demand Gen campaign? Here’s my advice for structuring a test:

    For smaller businesses:

    With a tight budget ($5-40/day), go simple.

    Targeting: Use your “Google Engaged” remarketing audience and a Custom Segment of top-performing search terms.

    Why: Capture high-intent users yet to convert with Demand Gen’s cost-effective inventory.

    For ecommerce businesses:

    Creative reigns supreme! Run one Demand Gen campaign with and one without your product feed.

    Why: Test whether product ads or lifestyle visuals better drive engagement. Results will reveal optimal strategy.

    For larger businesses:

    If budget allows, Demand Gen should be a strategic staple, not just a test. Treat it as an “always-on” layer for targeting specific audiences.

    Targeting: In-Market, Life Events, Detailed demographics, Affinities.

    Why: This approach keeps your brand visible and top-of-mind among your target audience.

    In conclusion, Demand Gen stands out by bridging high-intent Search with social storytelling, offering superior quality over Display and cost-efficiency compared to Search. Will Demand Gen make it into your strategy this year? If growth beyond the search bar is your goal, it absolutely should.

    This article is a part of Search Engine Land’s ongoing series, Everything you need to know about Google Ads in less than 3 minutes. Each edition, curated by Jyll, highlights a different Google Ads feature to maximize your results swiftly.


    Inspired by this post on Search Engine Land.


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  • Mastering Google Ads in Niche Markets: Strategies for 2026

    Mastering Google Ads in Niche Markets: Strategies for 2026

    Operating in niche markets with Google Ads presents unique challenges, and it’s something I’m navigating in 2026. While the search volume might be low, the potential for opportunity is significant.

    I’ve noticed that in targeted markets, people might only search a handful of times each month for my solutions. It’s a stark contrast to other advertisers who can test a plethora of headline variations with ease.

    Many niche advertisers mistakenly apply high-volume strategies to their ads. In my experience, without sufficient data, Google’s automation struggles, which can dampen or entirely stall results.

    Through this guide, I’ve found out what actually works when dealing with low search volumes and extended conversion timelines.

    Why Low-Volume Markets Challenge Google Ads

    There are a couple of scenarios I’ve encountered:

    • I own my brand space: My distinctive brand ensures that when people search for my company, I appear prominently with unique industry terms.
    • I get washed out: Sometimes, my keywords compete with those of larger brands, making it tough to stand out. Here, I battle consistent keyword pollution.

    Each situation requires a distinct approach to effectively manage my advertising strategies.

    Smart Bidding strategies, like Target ROAS, require substantial conversions that niche environments often don’t produce solely from search traffic.

    If my campaigns do hit those numbers, it’s usually due to a budget burn collecting low-quality data. It’s unsustainable for many, including myself.

    However, I’ve found that automation remains viable by feeding Google the right signals differently.

    Dig deeper: Understanding Google Ads Automation: Benefits and Drawbacks

    Signal Stacking When Search Volume is Limited

    Google’s AI has shown me that signal collection is pivotal. It learns from every conversion signal beyond just keywords.

    In my campaigns, I’ve prioritized building signals from various sources to enhance learning.

    Start with Offline Conversion Tracking

    I’ve learned that capturing offline interactions, such as phone calls and CRM entries, enriches my conversion data significantly.

    Using Google’s Data Manager API, I synchronize my sales data back to my Google Ads, amplifying the effectiveness of Smart Bidding.

    Upload Customer Match Lists

    Even a small list of quality email addresses allows Google to recognize patterns, helping me target similar audiences effectively.

    A carefully crafted list of high-value customers can outshine a larger list of less engaged subscribers.

    Use Audience Signals Strategically

    By layering audience signals in Performance Max, I’ve been able to better educate Google about my ideal customer.

    Tailoring custom segments based on recent searches has been key, aligning with detailed insights shared by experts like Jyll Saskin Gales.

    If I dominate my brand space, my focus is on signal quality over quantity. For competitive titles, using negatives is vital.

    Negative audience signals are crucial in targeting only the most relevant consumers, sidelining those that competitors might attract.

    Dig deeper: 5 Google Ads Strategies to Leave Behind in 2026

    Structuring Campaigns for Small Markets

    Relying solely on Search campaigns has proven ineffective for me, especially as Google’s AI Overviews account for a significant percentage of queries.

    Start with Search, then Move to Performance Max

    Performance Max requires solid conversion data, focusing on qualified leads or paying customers to truly optimize results.

    Audience signals guide me in allocating budgets wisely, ensuring I’m not wasting resources.

    Performance Max has served me well once I’ve accumulated sufficient data. However, dealing with keyword pollution requires aggressive negative tactics.

    ```json
{
  "alt": "Bar chart comparing conversions and cost per conversion for Exact, Broad, and Phrase.",
  "caption": "Analyzing keyword match types: A bar chart illustrates the performance of Exact, Broad, and Phrase in terms of conversions and cost-efficiency.",
  "description": "This bar chart displays the performance of three keyword match types: Exact, Broad, and Phrase. The data is represented in two colors: blue for conversions and orange for cost per conversion. Exact keywords show the highest conversions, while Phrase keywords indicate a higher cost per conversion. This visual aids in comparing the effectiveness of different keyword strategies in digital marketing."
}
```

    Use Demand Gen for Awareness

    Introducing Demand Gen has allowed me to reach users across YouTube and Gmail before they actively engage in search for my offerings.

    This strategy builds awareness, paving the way for future branded searches.

    Protect Your Brand Terms

    While organic rankings are important, I maintain a dedicated budget to safeguard my brand’s terms, especially when keywords overlap with the competition.

    Even during slower periods, maintaining control over brand terms remains a priority.

    Dig deeper: Harnessing Demand Gen Campaigns: When and Best Practices


    Keyword Strategy and Match Types

    Based on my data from a niche B2B SaaS client, exact match keywords consistently deliver leads at a lower cost, showcasing the benefits of targeted campaigns.

    Adopting a broad match approach without sufficient data may lead to unnecessary spending on low-converting searches.

    After solidifying my match strategies, I start tight and carefully expand:

    • Initiate with exact match keywords on strong intent terms.
    • Incorporate phrase matches for variation while being wary of broad match until robust data guides me.
    • Broaden match scope after accumulating 30+ conversions.

    Critical Search Term Mining

    With niche volumes, Google may not always show which search terms directed traffic, but when available, these insights are invaluable for market comprehension.

    Mining Google Ads search terms

    The terms that do surface offer significant insights:

    • Valid searches leading to clicks but not conversions (adjust bids or landing pages).
    • Wasteful, irrelevant searches depleting budget (add instantly as negatives).
    • Incorporating new keyword variations identified.
    • Handling early funnel searches strategically.

    In scenarios where brand terms are unique, I find broad match approaches more forgiving.

    Conversely, with competitive keywords, a robust list of negative keywords is imperative before considering broader matches.

    Dig deeper: Optimizing Google Ads: 5 Tips for Search Terms Reports

    Crafting Ad Copy for Niche Audiences

    Considering the limited traffic in niche markets, precise ad copy is critical to conversion success.

    Speak Your Market’s Language

    When dealing with specialized jargon, using precise language ensures proper targeting to avoid attracting uninterested clicks.

    Feature Core Differentiators Early

    By highlighting essential differentiators in the first headline, I’ve ensured my ads communicate their unique positions effectively.

    Although pinning headlines might increase CPCs, the precision outweighs these costs in niche markets.

    Test Dynamic Keyword Insertion Strategically

    While DKI can automate relevance in high-volume scenarios, it’s essential to test its impact cautiously within niche keywords.

    Dig deeper: Creating Effective Google Ads Copy

    Full Utilization of Headline and Description Slots

    With limited ad runs, maximizing headline and description slots provides ample opportunity for optimization and engagement.

    Targeted Landing Page Design

    Landing pages I design don’t just capture leads; they guide prospects through seamless self-qualification, emphasizing detailed specs or clear differentiation as necessary.

    My pages prioritize standing out, expecting that visitors have explored competitor offerings.

    Optimizing PPC Landing Page Experience

    Tracking Conversions in Extended Sales Cycles

    Standard 30-day attribution doesn’t cut it when dealing with niche markets, where decision cycles may span months.

    ```json
{
  "alt": "Google Ads report showing search terms data with a tooltip explaining hidden search terms.",
  "caption": "Peek behind the Google Ads curtain: see how much data remains hidden in search term reports due to lack of significant search volume.",
  "description": "This image displays a section of a Google Ads report focused on search terms, with metrics like clicks and costs. A tooltip is revealed, explaining that some search terms are not detailed in the report due to insufficient search volume. Key indicators in the table include clicks, cost, and CTR, providing insights into ad performance. Keywords: Google Ads, search terms, report, tooltip, digital marketing."
}
```

    I’ve extended my conversion windows for true reflection of my actual sales cycle, ensuring accurate attribution and strategy alignment.

    Differentiating conversion actions by their place in the funnel allows optimized bidding strategies focusing on true business metrics.

    Through offline conversion imports, I maintain indefinite attribution, enhancing synergy between marketing efforts and real business outcomes.

    Data-driven attribution lets me see broader campaign contributions, like Demand Gen, even when they lack last-click credit.

    Budgeting for Success with Limited Spend

    Working within budgets of $2,000 to $10,000 a month highlights the importance of strategic spend allocation in niche markets.

    Protecting brand terms, even with minimal branded budgets, is key if existing brand awareness is present.

    If brand awareness is lacking, demand gen efforts potentially offer better returns through top-of-funnel initiatives.

    Focusing budget on high-intent campaigns, complemented by Performance Max with targeted audience signals, remains my primary strategy.

    For niche markets, instead of increasing budgets at signs of limitation, I aim to enhance quality scores and target high-performance geographies.

    Analyzing areas with heightened demand, I adapt my strategies, reallocating funds to regions that yield the best results.

    Dig deeper: Understanding Google Ads Spending Dynamics

    Strategic Competitive Analysis

    Personal relationships with key competitors in niche markets enable unique strategic opportunities.

    By using Auction Insights reports, I tailor strategies when competing strategically on impression share and geography.

    Avoiding direct competitor bidding saves costs, allowing me instead to target gaps left unguarded by competitors.

    Monitoring competitor shifts in marketing approach aids my proactive adjusting of strategies.

    The Winning Formula in Niche Marketing

    If You Own Your Brand Space

    With established brand spacing, I can be more aggressive with broad matches, driving focus towards problem-based searches.

    Demand Gen campaigns help cultivate market awareness, ensuring my detailed landing pages capture quality engagement immediately.

    If You’re Battling Keyword Pollution

    In scenarios with dense keyword competition, maintaining exact matches up to 50 conversions is vital for efficiency.

    Crafting extensive negative keyword lists reduces inefficiency, aligning campaigns with high-quality audience interactions.

    Precision in demand gen campaigns is necessary, targeting custom market segments instead of industry-wide interests.

    Immediate differentiation is crucial on landing pages, so prospects understand value quicker than with competing alternatives.

    Strategies for Niche Advertising Success in 2026

    In 2026, small budget advertisers win not by spending, but by leveraging quality signals, focusing on visibility and precision.

    • My focus remains on signal quality surpassing search volume expectations.
    • Visibility across multiple platforms ensures stronger engagement than singular strategies.
    • Precise audience targeting outweighs the advantages of simply broader reach.

    Feeding Google automation with strategic, tailored data is essential to unlocking potential in niche advertising.

    The key to success in niche markets is knowing which automation to implement at the right time, the patience to accumulate sufficient data, and the foresight to disregard outdated strategies.


    Inspired by this post on Search Engine Land.


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  • Master Google Ads Budget: Control Spend, Maximize Results

    Master Google Ads Budget: Control Spend, Maximize Results

    How Google Ads paces, caps, and recalculates spend when budgets change

    Making adjustments to a Google Ads budget mid-flight triggers a variety of changes and forecasts. It can be complex, but I’ve found that understanding how these work helps in modeling the impact of budget changes and staying clear of unexpected outcomes.

    Managing budgets in paid search isn’t simply about setting a daily figure. I need to grasp how different platforms pace spending, handle exceptions, and what shifts when budgets are tweaked mid-month.

    Most PPC advertisers, including myself, adjust budgets throughout the month and are curious about how these changes influence performance.

    The challenge increases in enterprise scenarios, where fiscal calendars and promotional campaigns rarely sync perfectly with calendar months.

    A frequent assumption is that spends will be evenly distributed, but that’s not always the case—resulting in either overspending one week or underspending another, both of which can be costly.

    Overspending eats into profit, while underspending can leave potential conversions untapped and reduce future budget allocations.

    ```json
{
  "alt": "Digital screen showing a budget notification for an ad campaign.",
  "caption": "Budget alert: Ensuring you stay within your limits. Discover a clear breakdown of your campaign's spending cap this December!",
  "description": "This image displays a digital notification with a budget alert for an advertising campaign. The message states that the maximum charge for the campaign in December will be CA$3,666.27. There is an option to view a detailed budget report. Keywords: budget notification, ad campaign, December spending, digital alert, financial planning."
}
```

    It’s about more than just doing the math. Budgeting is crucial to the performance of paid search strategies, and without understanding pacing, I risk squandering budget, missing opportunities, and damaging credibility.

    How budgets work in Google Ads

    In Google Ads, I set a daily budget at the campaign level. Ideally, this budget is evenly spread over the month.

    • The monthly rule: A $100 daily budget becomes $3,004 monthly.
    • The promise: Google ensures charges won’t exceed this monthly cap.
    • The busy day rule (overdelivery): Google may spend up to double the daily budget on high-traffic days but maintains the monthly cap.

    If my daily limit is reached, ads may stop appearing. This “Limited by budget” notice shows a demand that surpasses my spend capacity.

    What happens when you change your budget mid-month

    Changing a budget, say on the 8th of the month, recalculates everything moving forward from that date.

    • Step change in monthly limit: The system merges the old budget for days 1-7 with the new budget from day 8 onward, which adjusts the monthly cap.
    • Daily limit adjusts immediately: It recalibrates to twice the new daily budget as soon as changes happen.
    • Pacing re-optimized: Google modifies how it allocates the spend over the remaining days.
    • Visual indicators: A gray triangle in reports highlights the date of change with an apparent ‘step’ in the monthly spend line.

    When opting for a campaign total budget, rules slightly differ. It’s less flexible, more rigid, without a daily cap, ideal for promotional or video campaigns.

    Campaign totals, akin to a project fee, aim to spend evenly by the end date instead of on a daily basis, making it less adaptable during the running campaign.

    ```json
{
  "alt": "Budget report showing cumulative monthly spend and daily spending limits.",
  "caption": "A detailed budget analysis graph highlights cumulative monthly expenditures and daily spending trends, providing a clear financial overview.",
  "description": "This budget report image displays two sections: the cumulative monthly spend and the daily spend. The monthly section includes spending limits, monthly forecasts, and costs to date, with visual lines and labels—$3.67K, $2.64K, and $1.62K respectively. The daily spend chart shows bars representing daily costs against a $160 daily spending limit, providing insights into spending habits and adjustments. Keywords: budget report, financial overview, spending trends."
}
```

    The real challenge for paid search managers

    PPC budgets interact with other factors like targeting and ROAS goals, often leading to underspending, as unused budgets can’t be reclaimed, directly affecting future spend capabilities.

    Senior PPC managers, including myself, often rely on spreadsheets and continuous tracking to balance spending, targeting dynamics, and campaign performance.

    Thankfully, Google Ads provides tools that simplify managing these changing budgets.


    How to project spend and impact before adjusting budgets

    When facing mid-month budget cuts, like trimming $2,000, understanding and utilizing available tools is essential for visualizing potential impacts.

    1. The budget report (spend projection)

    The budget report is my key tool for visualizing mid-month budget impacts on the final bill.

    • Where to find it: Navigate to Campaigns in Google Ads, locate the campaign, hover over the Budget column, and select View budget report.

    This report marks changes clearly and is instrumental in understanding spending shifts and confirming if the projected savings align with goals.

    ```json
{
  "alt": "Graph showing estimated conversion value based on varying spend amounts with an average conversion rate of 17.14%.",
  "caption": "Optimize your campaign strategy with this insightful graph showing potential conversion values at a 17.14% average rate. Discover how a $15.6K spend could yield $54.7K!",
  "description": "This graph illustrates the relationship between spend amounts and estimated conversion values, highlighting a 17.14% average conversion rate. By shifting campaign spends, the forecast predicts a conversion value of 54.7K at a spend of $15.6K, offering a conversion value per spend of 3.51. Two scenarios are shown: current and planned settings, facilitating strategic budget adjustments."
}
```

    2. Performance planner (results projection)

    The performance planner aids in understanding how different budget levels impact key metrics like clicks and conversions.

    Inputting new budget scenarios allows me to communicate the expected results of changes, not just the monetary savings but also the trade-offs like lost conversions.

    3. Manual calculation (logic check)

    Sometimes a manual check is necessary to ensure accuracy in budget planning, aligning with monthly and promotional periods.

    • Subtract the month-to-date spend from the new monthly goal, divide by remaining days.

    Where paid search performance and financial planning intersect

    I compare these tools to various aspects of driving for better understanding. Like choosing speed for gas savings, budget reports and performance planners elucidate impacts in real-time.

    It underlines that paid search requires ongoing management, where budgets adapt to business needs, separating the best managers from the rest.


    Inspired by this post on Search Engine Land.


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  • Master LinkedIn Targeting in Microsoft Advertising

    Master LinkedIn Targeting in Microsoft Advertising

    Here’s how LinkedIn professional attributes enhance intent, automation, and creative decisions in Microsoft Advertising.

    Using LinkedIn targeting within Microsoft Advertising allows me to align creative strategies with the perfect audience. By engaging with this thoughtfully, I can apply professional insights to intent-driven inventory without breaking the bank.

    The key is understanding how these targeting methods collaborate across different campaign types. In this guide, I’ll walk you through leveraging LinkedIn data within Microsoft Advertising, including:

    • LinkedIn in Search campaigns, including Multimedia ads.
    • Using LinkedIn insights for an enhanced audience strategy.
    • Performance Max targeting signals.
    • Audience reach and composition insights via Audience Planner.

    Disclosure: As a Microsoft employee, I’ve kept this article objective, focusing on LinkedIn targeting mechanisms, targeting action items, reporting, and message mapping strategies.

    LinkedIn Profile Targeting in Search

    Microsoft Advertising search campaigns fully support LinkedIn profile targeting, allowing me to layer professional attributes on top of keyword targeting. The supported attributes include:

    • Company
    • Industry
    • Job function

    These audiences can be utilized across Microsoft‑owned environments, such as Bing Search, Microsoft Edge, Microsoft Start, and other eligible search surfaces, provided users are signed in.

    ```json
{
  "alt": "Options for selecting targets in Company, Industry, and Job function with no targets selected.",
  "caption": "Explore potential by selecting targets in Company, Industry, and Job Function, and tailor your strategy to meet specific goals.",
  "description": "This image shows a user interface for selecting potential targets within three categories: Company, Industry, and Job function. Currently, no targets are selected, and an option to edit targets is available. Icons depict each category, offering a structured approach to refining goals or strategies within a platform. This interface is useful for customizing and targeting specific business or marketing objectives."
}
```

    In search, LinkedIn targeting works as a contextual guide rather than a standalone target. Keywords carry the main weight, while LinkedIn data helps me adjust my response when professional relevance is present.

    How to Approach It

    • Start with keywords that already convert: LinkedIn targeting enhances existing intent with proven keywords. I apply bid adjustments to campaigns or ad groups where search terms already demonstrate business value, potentially increasing bids by 10%-15% for aggressive bidding or more aggressive adjustments when impression share is lost to rank.
    • Choose one professional dimension first: I begin with either company, industry, or job function instead of applying all three simultaneously. This approach prevents double-bidding on potential customers.
    • Use bid-only mode to establish a baseline: Observation mode provides performance clarity before I make delivery decisions. This acts as audience research to identify who engages profitably.

    Dig deeper: LinkedIn Ads retargeting: How to reach prospects at every funnel stage

    LinkedIn Professional Demographics in Audience Ads

    Audience Ads leverage LinkedIn Professional Demographics as both a targeting and observation layer, introducing professional context into native, display, and video formats tailored for scalable reach.

    Audience Ads aren’t driven by keyword intent; however, Professional Demographics anchor delivery and insights in real-world business contexts, bridging broad reach with professional relevance.

    These ads let me apply company, industry, and job function as professional audience layers, which I can use to observe performance trends or influence delivery, depending on campaign objectives.

    ```json
{
  "alt": "Industry targeting settings in an ad platform, showing potential monthly impressions of 80.95 billion.",
  "caption": "Explore industry-specific ad targeting options to maximize your campaign's reach with an estimated 80.95 billion impressions.",
  "description": "The image displays an ad platform interface focused on industry targeting options. Users can specify or exclude industries like Manufacturing, Consumer Goods, and Health Care. A sidebar indicates potential monthly impressions of 80.95 billion, with options to adjust bid increments and targeting settings. Keywords: ad targeting, industry selection, impressions, bid adjustment."
}
```

    How to Approach It

    • Start in observation to understand natural performance: By observing performance trends in Professional Demographics, I learn which industries, job functions, or company types naturally engage with Audience Ads before imposing delivery constraints.
    • Let LinkedIn data inform creative, not just delivery: In content-rich environments, creative matters more than targeting alone. I use insights from high-performing professional segments to shape tone, examples, and value framing in my messaging.
    • Align format choice with professional mindset: Different formats perform distinct roles. For example, native and display formats excel in awareness and education within professional segments, while video supports storytelling and industry-specific narratives. Professional Demographic insights guide the most suitable formats for varied business audiences.

    LinkedIn Data in Performance Max: Guiding Automation with Purpose

    LinkedIn profile targeting is available within Performance Max campaigns, where it functions as an audience signal. These signals help the system identify professional profiles most likely to yield profit for my business and influence budget allocation.

    Within Performance Max, professional signals are most effective when representative and directional, rather than exhaustive, providing the system a strong starting point.

    How to Approach It

    • Select signals that reflect your best customers, not every customer: Using LinkedIn attributes to describe my most valuable segments is crucial, especially if different personas represent varying ROAS/CPA goals, as this affects PMax campaign asset groups’ shared ROAS/CPA bidding.
    • Pair LinkedIn signals with strong conversion definitions: Automation improves when reinforced by clear success metrics. Ensuring at least 30 conversions over a 30-day period is vital for autobidding effectiveness.
    • Allow time for learning: Audience signals need sufficient volume to influence delivery, so I avoid frequent changes during the initial learning period (two weeks). Afterward, budget adjustments up to 15% can be made without triggering learning period fluctuations.

    Dig deeper: Google and Microsoft: How their Performance Max approaches align and diverge

    Reporting: Turning Audience Data into Decisions

    Aggregated LinkedIn audience reporting is divided by company, industry, and job function, letting me analyze how professional segments contribute to campaign performance. This reporting, found under Reporting > Professional demographics, includes LinkedIn targeting or audiences applied through predictive targeting.

    How to Approach It

    • Look for consistency across time, not single spikes: Patterns emerging over weeks or months are more actionable than short-term anomalies. I allow “observation” audiences ample time to prove themselves or use Audience Planner for informed decisions at scale.
    • Use reporting to inform creative and bids together: Upon identifying outperforming professional segments, I scrutinize messaging and bidding before initiating changes. It’s crucial to confirm creative resonance without overbidding.
    • Avoid over-segmentation early: Excessive audience segmentation can weaken signal strength, especially when conversion scarcity is a concern.

    Bidding with LinkedIn Audiences

    In Microsoft Advertising, I use bid adjustments alongside automated strategies, enabling flexibility in how LinkedIn audiences influence auctions. Overlapping audiences can amplify bid adjustments, necessitating overlap awareness as part of my bid strategy.

    ```json
{
  "alt": "Interface for targeting users by company, industry, and job function with a search feature.",
  "caption": "Explore precise targeting options by company, industry, or job function, enhancing your marketing strategy with tailored user engagement.",
  "description": "This image showcases a digital interface for targeting users based on company affiliation, industry, and job function. It features search boxes for entering specific queries and lists various industries such as Manufacturing, Health Care, and Design. Job functions like Education and Media are highlighted, with a 'Target' option beside each. The interface emphasizes strategic ad placement while advising against using personal demographics for certain services. Keywords: targeting, industry, job function, company, advertising."
}
```

    Effective bidding adjustments should be incremental and reversible, aiming for calibration rather than acceleration.

    How to Approach It

    • Keep initial bid adjustments small: Single-digit percentage changes preserve learning while allowing differentiation.
    • Audit audience overlap before increasing bids: I review how company, industry, and job function audiences intersect within campaigns.
    • Apply bid changes gradually and sequentially: Adjusting one audience dimension at a time helps me understand its individual impact.
    • Reassess after enough volume accumulates: Decisions are based on performance reaching statistical relevance.

    Dig deeper: The future of remarketing? Microsoft bets on impressions, not clicks

    Creative Strategy: Professional Relevance Without Narrow Assumptions

    LinkedIn targeting controls ad visibility, but creative determines engagement. Professional cohorts encompass a variety of experiences, identities, and viewpoints. My aim is effective creative that respects diversity while remaining relevant to shared contexts.

    Effective creative exhibits professional empathy, addressing challenges, goals, and constraints without reliance on stereotypes.

    How to Approach It

    • Anchor creative in shared problems, not titles: I focus on challenges common to roles and seniority levels within a LinkedIn targeting segment.
    • Keep language inclusive and adaptable: I avoid assumptions about background, experience, or decision-making authority.
    • Use AI tools to localize, not homogenize: Adapting tone or examples by region or industry while preserving message intent is crucial.
    • Test creative alongside audience layers: I evaluate messaging performance within LinkedIn segments to refine both together.

    Extending LinkedIn Insights Across B2B Campaigns

    LinkedIn targeting in Microsoft Advertising provides an opportunity to combine professional expertise with intent-driven media scalably, in a privacy-conscious and economical manner.

    ```json
{
  "alt": "Screenshot of a professional demographics reporting interface with options for filters and column selections.",
  "caption": "Explore insights with the professional demographics reporting tool, offering customizable filters to analyze various data points effectively.",
  "description": "This image shows a screenshot of a professional demographics reporting interface. The interface includes options such as 'Add filter' and 'Add conditional formatting', alongside columns like Account, Campaign, Ad group, Company name, Industry name, and more. The 'Modify' button is present to alter settings. This tool is used for analyzing demographic data with focused filters, aiding in targeted analysis and reporting. Keywords: professional demographics, reporting interface, data analysis."
}
```

    Teams already using LinkedIn Ads can leverage this strategy to extend learnings into additional inventory via automation, amplifying reach and efficiency.

    The value lies not in complexity, but in alignment – aligning data, mechanics, and human behavior enhances results.

    Key takeaways:

    • LinkedIn profile targeting is fully accessible in Search and Performance Max on Microsoft surfaces.
    • Professional attributes act as targeting layers in search and optimization signals in Performance Max.
    • An observation-first approach fosters understanding before commitment.
    • Aggregated reporting aids informed optimization without revealing individual data.
    • Thoughtful, incremental bid adjustments maintain performance stability.
    • Empathy-anchored creative fosters professional relevance.

    When I use LinkedIn data with curiosity and care, it offers a way to view audiences more clearly rather than control them more tightly. For B2B advertisers navigating complex buying journeys, such clarity often becomes the most valuable optimization.

    Dig deeper: 5 LinkedIn Ads mistakes that could be hurting your campaigns


    Inspired by this post on Search Engine Land.


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  • Must-Read PPC Insights: 2025’s Top 10 Expert Articles

    Must-Read PPC Insights: 2025’s Top 10 Expert Articles

    Top 10 Search Engine Land PPC columns of 2025

    This past year, PPC has been anything but static – it has evolved. As I explored the insights from 2025, I found these articles resonated deeply. They addressed crucial questions like maintaining a competitive edge, eliminating wasteful spending, collaborating with automation, and gearing up for the future.

    Join me as I take you through the links to the top 10 most-read PPC columns on Search Engine Land from 2025, crafted by our incredible experts.

    10. Can small businesses compete on Google Ads anymore?

    Though it might seem challenging, even the smallest businesses can carve out their niche and captivate customers. Discover the strategies that make this possible. (By Sophie Logan. Published Sept. 16.)

    9. Google Ads optimization: What to stop, start, and continue in 2025

    Update your optimization techniques for 2025 with innovative approaches to keywords, Performance Max, and audience targeting. (By Pauline Jakober. Published Feb. 6.)

    8. CPC inflation: How fast are Google Ads costs rising?

    With increasing CPCs, understanding the pace of this inflation and comparing it to the consumer price index is essential for shaping your ad strategies. (By Mark Meyerson. Published April 16.)

    7. The end of SEO-PPC silos: Building a unified search strategy for the AI era

    AI is bridging the gap between organic and paid search. Learn how integrating SEO and PPC can enhance your visibility and brand presence. (By Jen Cornwell. Published Oct. 6.)

    6. How to vibe code for PPC: Building a seasonality analysis tool

    PPC scripts have limitations, but with vibe coding, you can remove obstacles and transform complex seasonal data into practical planning tools. (By Frederick Vallaeys. Published Aug. 21.)

    5. How to write high-performing Google Ads copy with generative AI

    Streamline your ad creation process without losing your core message. Leveraging generative AI can help craft engaging, personalized copy that truly connects. (By Jason Tabeling. Published Aug. 1.)

    4. 7 Google Ads search term filters to cut wasted spend

    Discover filtering techniques that refine targeting, reduce unnecessary clicks, and reveal new keyword opportunities. (By Menachem Ani. Published July 22.)

    3. Google Ads scripts: Everything you need to know

    Enhance your campaign management with Google Ads scripts. Uncover insights, actionable tips, and use cases for leveraging automation to improve performance. (By Frederick Vallaeys. Published Jan. 9.)

    2. PPC in the age of zero-click search: How to stay profitable

    As clicks become scarcer, maintaining visibility requires precise targeting and value-based bidding. Achieving this ensures your prominence in both paid and organic searches. (By Sarah Stemen. Published Oct. 7.)

    1. 5 Google Ads tactics to drop in 2026

    With Google’s environment becoming more automated, some PPC tactics are now obsolete. Discover what to eliminate and what to focus on for the coming year. (By Sarah Vlietstra. Published Nov. 4.)


    Inspired by this post on Search Engine Land.


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  • Google Opens New Doors with Reduced Audience Size in Ads

    Google Opens New Doors with Reduced Audience Size in Ads

    I recently learned that Google has made a significant change by lowering the minimum audience size requirement for its Ads platform to just 100 active users. This adjustment now makes it far easier for advertisers, both large and small, to harness the power of remarketing and customer lists without the previous constraints.

    What’s new: Now, advertisers can utilize audience segments with as few as 100 users across platforms like Search, Display, and YouTube. This includes both remarketing lists and customer lists. Excitingly, this same 100-user limit also applies to Audience Insights, slashing the previous threshold from 1,000.

    Catch up: The shift toward these smaller audience thresholds began in May. At that time, Google had already reduced the minimum user requirement for Customer Lists in Search campaigns from 1,000 to just 100 users. This marks a clear trend towards making audience targeting more inclusive.

    Why this matters: Smaller accounts and niche advertisers now have the opportunity to implement audience strategies that were once unattainable due to those larger size thresholds. By bridging this gap, Google removes a longstanding barrier to advanced targeting and personalization within Ads.

    ```json
{
  "alt": "Requirements for data segment size for Google and YouTube ads.",
  "caption": "Discover the minimum data segment sizes required to serve ads across Google Display, Search, and YouTube networks.",
  "description": "The image outlines the minimum requirements for data segment sizes for serving ads on Google platforms. Google Display and Search Networks, as well as YouTube, require a minimum of 100 active visitors or users within the last 30 days. This requirement ensures accurate audience targeting based on segment settings and factors like installation time and campaign setup. The numbers are highlighted for emphasis, and customer lists share the same eligibility criteria. Keywords: Google, YouTube, ads, data segment, active users."
}
```

    What to watch: I’m curious to see how advertisers will leverage these more precise, smaller segments and whether performance or privacy safeguards will evolve to align with this broader access.

    First seen: This update first caught the eye of Web Marketing Consultant, Dario Zannoni, who shared the news on LinkedIn.

    Bottom line: By reducing audience size limits to 100 users everywhere, Google paves the way for a wider array of advertisers to access advanced audience targeting options.


    Inspired by this post on Search Engine Land.


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