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Winning in AI Search: How to Measure Visibility, Influence AI Recommendations, and Prove Revenue Impact

CMO Moves – Week of January 5, 2026

Elizabeth Judge named CMO at Visit Syracuse Visit Syracuse is Onondaga County’s official destination marketing organization. Judge joins the executive leadership team with a remit tied to brand stewardship and driving economic impact across the region, spanning sales, sports, film, and leisure. Agency lens: The announcement signals work across digital experience (including an integrated booking platform), CRM/data dashboards for ROI tracking and segmentation, and integrated… Get Unlimited NextBigWin Access Subscribe to become a NextBigWin Pro member and get access to all our exclusive content. Turn access and intelligence into your next big client win. Already a member? Login Subscribe to NextBigWin Pro

AI demands a new model of differentiation

To command a premium as AI democratises agency capabilities, CEOs must rethink their traditional approach to standing out. Agencies have long settled for superficial distinctiveness over deep differentiation. Generic offers of ‘great work for ambitious brands’ are everywhere. As are variations on ‘inserting brands into culture’ or giving clients ‘an unfair share of attention’. Without a compelling reason for clients to choose you, you’re just another option in an ever deeper sea of sameness. No wonder traditional repositioning exercises so frequently fail to create lasting change in commercial performance. Now AI is upping the ante on differentiation. The pace at which capabilities are being democratised is remarkable. And once everyone has access to similar tools, it will get even harder for your agency to stand out – let alone command a premium. That’s why agencies need a new model of differentiation – one rooted in clarity, conviction and relevance. We call this creating a ‘Market of One’. What is a Market of One? Being in a Market of One means becoming the obvious choice for certain clients when they’re facing a certain challenge. This could be literally anything – narrow or broad – from supercharging iconic brands to helping start-ups secure funding. You become the obvious choice when what you offer is unique. As your competitors increasingly offer the same capabilities, applying your experience, culture and beliefs can make your agency tangibly different for the clients that matter. You become the leader in a category defined by your own expertise. This gives you a clear and lasting competitive advantage. Differentiation is business strategy Creating your Market of One runs much deeper than external packaging. This isn’t about fancy copywriting. Instead, it’s about single-minded focus – total clarity of business strategy alongside relentless execution to make it real. You need deep conviction about who you are and the specific client challenges that you’re best placed to solve. If you’ve spent years striving for ‘uniqueness’, perhaps all this sounds idealistic. But creating a Market of One is actually based on well-established thinking – albeit thinking that agencies rarely apply. In his 1980 book, Competitive Strategy, revered author and Harvard Business School professor Michael Porter described how companies can differentiate themselves on what their customers value, or by focusing on selected market segments. Creating a Market of One combines these ideas and then extends them – defining ‘segment’ in broader, more behavioural terms than traditional verticals. Another valuable reference point is the ‘resource-based view’ (RBV) of company attributes, as popularised by Jay Barney’s 1991 article, Firm Resources and Sustained Competitive Advantage. This is about utilising the capabilities, competencies and assets most likely to deliver a competitive edge, using the so-called ‘VRIN’ model: Valuable: Solving specific problems Rare: Bringing unique perspectives and experience Inimitable: Building on authentic beliefs Non-substitutable: Delivering outcomes that others can’t. By combining focused differentiation, a discrete target audience and the application of your unique qualities, you can create your Market of One. Tangible competitive advantage Ultimately, you’re cultivating ownability – like Coca-Cola owns ‘happiness’ or Kit-Kat owns the idea of ‘having a break’. But remember this isn’t consumer branding. It’s not about fancy straplines and repetition powered by vast media budgets. Agency differentiation demands more than distinctiveness and consistency. Cutting through the noise requires a clear, tangible offer that your ideal clients can quickly understand – and value. So whether you want to accelerate from good to great, or turn around poor performance, developing your Market of One is an act of commercial transformation – and in the age of AI, an act of survival.

The Four Most Important Financial Metrics to Monitor Your Agency’s Health

Running a successful marketing or advertising agency requires more than just creative excellence—it demands a solid grasp of financial metrics that ensure the agency’s long-term profitability and sustainability. At Agency Management Institute (AMI), we’ve spent decades helping agency owners master the business side of their operations. Our goal is to keep the critical KPIs very simple so that a 5-10 minute glance at your monthly numbers should give you either reassurance that your agency is financially healthy or give you insights as to where you are off-track and how to dig in deeper to diagnose the problem. Below are four critical financial metrics we believe that every agency should monitor.    Adjusted Gross Income (AGI) Why AGI Matters: Adjusted Gross Income (AGI) is one of the most crucial metrics for understanding an agency’s true financial health. Unlike gross revenue, which includes all client billings, AGI represents the revenue left after subtracting client-related expenses like media buys, printing, or freelance contractors. This is the money available to cover operations, salaries, overhead, and profit. Gross revenue is a “vanity metric” because it doesn’t reflect what an agency actually keeps to run its business. AGI provides a more accurate picture of operational efficiency and profitability. Ideal Ratios for AGI Allocation: AMI advises that agencies follow the “55:25:20” rule for spending AGI: 55% on salaries and benefits: This includes all W2 employee costs and loaded benefits like health insurance. 25% on overhead: Rent, utilities, legal fees, software subscriptions, and other operational costs fall into this category. 20% for profit: This is the amount that should be left over for reinvestment, bonuses, or owner dividends. If payroll exceeds 60% of AGI or overhead goes beyond 25%, it signals inefficiencies that need immediate attention. Unfortunately, the average agency in the US runs at less than 10% profit until they begin to measure performance against this simple metric each month.   AGI per Full-Time Employee (AGI:FTE Ratio) Why This Metric Matters: The AGI:FTE ratio measures how much revenue each full-time employee generates for the agency. It’s a key indicator of productivity and profitability at the individual level. A low ratio suggests inefficiencies in staffing or underpricing services. Ideal Benchmark: Agencies should shoot for at least $175,000 in AGI per full-time employee. Agencies with an AGI:FTE ratio below $130,000 are often in the “danger zone,” where profitability is at risk. Conversely, agencies with higher ratios tend to have leaner operations and better margins. This is the most violated agency metric we see. Most agencies are over-staffed, which negatively impacts all of the other key ratios. How to Improve AGI:FTE: Evaluate team utilization rates to ensure employees are working on billable projects. Increase pricing for services if necessary to align with market rates. Avoid overstaffing by hiring only when AGI growth supports it.    Client Concentration Why Client Mix Matters: Client concentration measures how much of your total AGI comes from your largest clients. While landing a high-paying client can be beneficial in the short term, over-reliance on one or two clients can jeopardize your agency’s stability if those clients leave. Ideal Range: Ideally, agencies should keep any single client’s contribution to AGI below 25%. A concentration above 30% is considered risky because losing that client could significantly impact cash flow and operations. It also leads to the client running your agency because you become beholden to that income. How to Diversify Revenue Streams: Actively pursue new business opportunities that align with your ideal client profile. Focus on upselling and cross-selling services to existing clients without becoming overly dependent on any single account. Regularly review your client portfolio to ensure a balanced mix of revenue sources.   Profitability Metrics: EBITDA and Delivery Margin Why Profitability Metrics Matter: Profitability is the ultimate measure of an agency’s financial health. Two key metrics stand out: EBITDA (Earnings Before Interest, Taxes, Depreciation, and Amortization): Agencies should aim for an EBITDA margin of at least 20%. This ensures there’s enough profit left after covering all operating costs. Delivery Margin: This measures the percentage of revenue left after direct costs like salaries and project expenses. Agencies should target a delivery margin above 50%, with anything closer to 60% being ideal. Common Profitability Pitfalls: Overpaying employees due to competitive hiring markets. Underpricing services relative to their true value. Inefficient project management leading to scope creep or write-offs. How to Improve Profitability: Regularly review pricing models and adjust rates as needed. Implement tighter controls on project budgets to minimize write-offs. Monitor overhead expenses closely to avoid unnecessary spending. Tracking these four financial metrics—Adjusted Gross Income (AGI), AGI per Full-Time Employee (FTE), client concentration, and profitability ratios—provides a comprehensive view of your agency’s financial health. By adhering to benchmarks like the “55:25:20” rule for AGI allocation and maintaining a balanced client portfolio, agency owners can ensure sustainable growth while mitigating risks. Running an agency isn’t just about delivering creative work; it’s about running a disciplined business operation. Monitoring these metrics monthly or quarterly can help you identify red flags early and make informed decisions that drive long-term success.