Account Performance Metrics

We've scaled brands to 9 figures on Meta. Before we touch the budget, we look at 4 metrics. If you're spending $50k+ a month and wondering why you can't scale, the answer is in here. Metric 1: Spend Efficiency This tells you one thing: did your best ads actually get the spend they deserved? Most accounts we audit have the same problem. Winners sitting at low spend while garbage creatives are burning cash at a high CPA. That's Meta's algorithm making decisions you should be making. What you want to see: → Nothing in the top right (high spend, high CPA — you're scaling losers. Kill these.) → Bottom left is fine — that's your testing zone, new ads at low spend → A handful of dots bottom right with strong CPA — those are winners that actually got scaled If your top right is packed, you have a management problem before you have a scaling problem. Metric 2: Creative Freshness If the red is growing, your ads are aging out faster than you're replacing them. Each bar shows what percentage of your active creatives are fresh (under 30 days), aging (30-60 days), or stale (60+ days). Watch what happens from January to June — the green shrinks from 70% to 18% while the red balloons from 10% to 60%. That's a creative pipeline dying in slow motion. Most brands want to 3x their budget but they're launching the same number of ads they were at 1x. That math doesn't work. Use this to figure out how many new creatives you need per month to stay ahead of the decay. Metric 3: Freshness Trend This tracks what percentage of your ad spend is going to creatives under 30 days old. Below 50% means you could be coasting on stale creative. Which means you could be one algo update away from a very bad week. When you see the line dipping into the danger zone — like April through June and again in September — that's your creative machine falling behind. You can bring back old winners occasionally, but if the overall trend keeps dropping, you have a production problem disguised as a performance problem. Metric 4: Optimization Cadence When is someone actually managing the account? Look at the dropoff from Wednesday to the weekend. Monday through Wednesday the account gets 28-34 changes per day. By Friday it's 12. Saturday and Sunday? Basically ghost towns — 3 and 2 changes respectively. Weekends off means 30% of your budget is running on autopilot. Performance climbs early in the week, fatigues over the weekend with nobody watching, and Monday is spent rebuilding instead of scaling. You lose 2 days every single week. Read them together and you can diagnose almost any scaling problem: Bad efficiency + low cadence = nobody's managing the account. Bad efficiency + high cadence = wrong changes. Strategy problem. Low pipeline + high churn = not making enough ads. High pipeline + still stale = making ads. They just aren't good. Before you jump in and claim that budget is the bottleneck, make sure you have a solid grasp of these …

MER is Lying to You About Your Marketing Performance Here’s the uncomfortable truth: Most brands measure marketing efficiency with MER (Marketing Efficiency Ratio): → Total Revenue / Total Ad Spend Seems logical. But it’s fundamentally flawed. The Problem: MER blends new customer acquisition with retargeting. You’re averaging a $200 CAC with a $20 retargeting cost and calling it “marketing efficiency.” That’s like measuring your marathon pace by averaging sprints with walking breaks. The Solution: Three Better Metrics 1. NCMER (New Customer MER) New Customer Revenue / New Customer Ad Spend How to calculate on Meta: • Build exclusion audiences (existing + engaged customers) • Use breakdown feature to see spend by cohort • Isolate new customer spend vs. revenue • Not perfect, but 10x more accurate than blended MER Google? Define existing customers and target new only. 2. RCMER (Returning Customer MER) Returning Customer Revenue / Returning Customer Ad Spend Now you can actually judge if your retargeting is efficient or just cannibalizing organic repeat purchases. 3. CMER (Contribution Margin Efficiency Ratio) (Revenue - All Variable Costs) / Total Marketing Spend Variable costs = COGS + fulfillment (pick/pack/shipping) + credit card fees + any other variable expenses. This shows real dollars available after covering variable costs. The king metric. Different KPIs for new vs. returning is essential. Reactivating customers should be 2-10x more efficient than acquisition. MER hides this completely. The 2026 Standard: Stop reporting MER and AMER (blended metrics that mask reality). Start reporting NCMER, RCMER, and CMER separately. Give your marketing team, and your business, actual visibility into what’s working.

The 7 Metrics Every PE Portfolio Should Track in Real Time 1. Customer Acquisition Cost (CAC) If you’re not measuring CAC in real time, you’re flying blind. Rising CAC is one of the earliest signs of marketing inefficiency or changing market dynamics. 2. Lifetime Value (LTV) A portfolio company’s unit economics don’t work without a healthy LTV. Real-time tracking allows quick pivots on pricing, product, or retention before margins suffer. 3. Cash Conversion Cycle Time-to-cash is often the most under-optimized metric in the portfolio. Improving cash conversion can create enterprise value faster than almost any other lever. 4. Revenue by Channel In a fragmented media environment, knowing where revenue is actually coming from by channel, campaign, or cohort is critical to reallocating dollars with precision. 5. Churn Rate Real-time churn monitoring (especially for subscription or recurring revenue businesses) ensures you can intervene before a retention issue becomes a valuation problem. 6. Sales Pipeline Velocity Speed of movement through the funnel can indicate health or friction in GTM strategy. Slow velocity = trapped growth = missed quarter. 7. EBITDA Margin (Real-Time Adjusted) Not just monthly P&L. Adjusted real-time margin, reflecting run-rate costs and one-offs, gives the clearest picture of sustainable performance. Private equity value creation isn’t just about finding the right playbook, it’s about instrumenting the dashboard so you know when and how to pull the levers. These seven metrics turn your portfolio from reactive to proactive.

Account scoring can be notoriously difficult to build. RFM scoring is one of the most useful frameworks in RevOps and in many motions it can outperform ML models. But... it completely breaks down in enterprise selling Traditional RFM measures Recency, Frequency, and Monetary value of purchases. Works great in transactional B2B where customers buy often In enterprise? Customers purchase once every few years. Frequency is meaningless. Recency is a lagging indicator. By the time those metrics drop, you've already lost the renewal window Here's how to adapt it 𝗥 = 𝗥𝗲𝗰𝗲𝗻𝗰𝘆 𝗼𝗳 𝗠𝗲𝗮𝗻𝗶𝗻𝗴𝗳𝘂𝗹 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁 Stop measuring last purchase date. Measure the last time a qualified stakeholder took a high-intent action Your VP of Finance logging into the platform last week matters. An intern opening a marketing email does not reset the recency clock 𝗙 = 𝗙𝗿𝗲𝗾𝘂𝗲𝗻𝗰𝘆 𝗼𝗳 𝗠𝘂𝗹𝘁𝗶-𝗧𝗵𝗿𝗲𝗮𝗱𝗲𝗱 𝗘𝗻𝗴𝗮𝗴𝗲𝗺𝗲𝗻𝘁 Don't count total activities. Count breadth and depth across the account A single power user logging in daily is a frequency of one. Five people across three departments engaging monthly is far healthier Track the trend. An account going from 2 active contacts to 6 over a quarter is accelerating. Going from 6 to 2 is a churn signal no matter how active those remaining 2 are 𝗠 = 𝗠𝗼𝗻𝗲𝘁𝗮𝗿𝘆 𝗣𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹, 𝗡𝗼𝘁 𝗝𝘂𝘀𝘁 𝗖𝘂𝗿𝗿𝗲𝗻𝘁 𝗦𝗽𝗲𝗻𝗱 Current ARR matters but it's incomplete. Score current spend relative to total addressable wallet An account paying you $200K when they could spend $2M is a very different score than one paying $200K at full penetration The segments that matter most: → High R, High F, Low M = engaged but underleveraged. This is your expansion pipeline → Low R, Any F, High M = big accounts going quiet. Most dangerous segment in your book. Every CS team needs automated alerts here Traditional RFM asks "what has this customer done for us" Enterprise RFM asks "how healthy is this relationship and where is it heading" That directional shift is what makes scoring predictive instead of descriptive Good luck out there scoring accounts + see previous wallet share post (TAW) Go forth and operate 👋 (more to come in this weekend's Substack) P.S. the Substack is thriving and growing. Thank you for your support 

Too many advertisers obsess over one metric in isolation: ROAS, CTR, MER, etc. But Facebook ads don’t work in silos. To find and fix performance issues, you need to look at all the metrics together. Here’s how I do it. These are the 9 metrics I track, why they matter, and when they matter: Top 3 for General Business Performance: 💥 Cost Per Purchase This has to fit within your unit economics. If it’s too high, you’re losing money on every sale. A good campaign is profitable, period. 💥 ROAS (Return on Ad Spend) This shows whether your clicks are converting into valuable paying customers. It’s your direct line to revenue performance. 💥 Click-to-Purchase Conversion Rate (CVR) This metric bridges your ads and your website. Both should convert in the 1-2% range. If one is off, you know where to start optimizing. Top 3 for Ad Scalability: 🚀 Reach and Frequency For ads that have been live for a few weeks, these metrics highlight fatigue. A rising frequency means your ad is hitting the same people over and over instead of finding new ones. 🚀 Ad Set Purchase Volume Meta’s algorithm thrives on data. Hitting 7+ purchases per day per ad set (50+ per week) is critical for exiting the learning phase and unlocking better performance. 🚀 Cost Per New Customer Purchase Popsixle sends a separate bonus event for new customer purchases. This is a key metric for effectively running prospecting ads to scale up a business. Top 3 for Monitoring New Ad Creatives: 💣 CTR (Click-Through Rate) This is especially important for new ads in the learning phase. A CTR over 1.5% tells me an ad is doing its job of driving curiosity and clicks. 💣 Ad Quality, Engagement, and Conversion Rankings These rankings tell you how your creative performs across campaigns. Above average on all three dimensions is the standard of excellence. 💣 Incremental Reach Filter your campaigns to show only your new campaign and your previous top performing, top scaled campaign. Compare the reach of each campaign to the unduplicated reach in the summary to see if the new campaign is reaching incremental people. Summary: There’s no one metric that tells the full story. The magic happens when you connect the dots. What metrics do you rely on most to evaluate your Facebook ads?

Most banks spend millions on marketing. Almost none can prove it generated a single deposit. Our clients track 3 simple metrics and have generated $25B in balance-sheet growth. Here’s how - and what they had to say: I’ve been on both sides of this table. As a 2x bank CMO, I watched peers struggle to justify marketing budgets. Now at Infusion, I see which banks actually grow - because they measure what matters. It’s not budget size. It’s 3 key metrics: 1. Cost per funded account (not leads) Most banks track leads. But leads don’t hit the balance sheet. Steven Mertz, EVP at People First FCU, put it best: “I can attest to their ability to pinpoint results down to the member. If you are looking for a different approach to marketing it’s worth the conversation.” That approach? Tracking funded accounts. Connect your CRM to campaign data. Tag every source. Stop celebrating vanity metrics. 2. Balance impact at 90 days New accounts are great. But not all accounts are equal. Some fund your growth. Others drain resources. Kelly Burdette, SVP at Bank Independent: “Great results from a great team. Appreciate all that Infusion does for us.” The difference comes from measuring balances over time, cutting campaigns that attract low-value households, and doubling down where deposits stick. 3. Retention vs. walk-ins New accounts are only valuable if they stay. Our data shows marketing-acquired households retain 13% better in year one than walk-ins. Bill DeWitt shared his experience: “As a client who has benefitted greatly from the Infusion Team’s hard work and expertise... we look forward to helping you hit $30B.” Retention is where efficiency and quality compound into sustainability. These 3 metrics work together: Cost per funded account = efficiency Balance impact = quality Retention = sustainability That’s how our clients have collectively generated $25B in growth. Banks defending budgets measure clicks. Banks growing measure dollars. Your CFO doesn’t care about click-through rates. Your board cares about deposits, loans, and fee growth. When you shift from vanity metrics to value metrics, marketing becomes a growth engine. At Infusion Marketing, we don’t just promise it. We only get paid when we deliver it. Ready to measure what matters? Reach out to us.

In the startup world, it's easy to get distracted by metrics that feel good but don't drive real growth. Here's your comprehensive guide to focusing on what truly matters: 𝗩𝗮𝗻𝗶𝘁𝘆 𝗺𝗲𝘁𝗿𝗶𝗰𝘀 𝘁𝗼 𝗮𝘃𝗼𝗶𝗱: 1. Social media followers 2. Press mentions 3. Awards and recognitions 4. Number of features shipped 5. Headcount growth 6. Total raised funding 7. Logo count (without context) 𝗪𝗵𝘆 𝘁𝗵𝗲𝘆'𝗿𝗲 𝗱𝗮𝗻𝗴𝗲𝗿𝗼𝘂𝘀: - Create false sense of progress - Distract from real business challenges - Can lead to misallocation of resources 𝗠𝗲𝘁𝗿𝗶𝗰𝘀 𝘁𝗵𝗮𝘁 𝗺𝗮𝘁𝘁𝗲𝗿: 1. Revenue metrics:  • Monthly Recurring Revenue (MRR) growth • Annual Recurring Revenue (ARR) growth • Revenue per employee 2. Customer metrics:  • Customer Acquisition Cost (CAC) • Lifetime Value (LTV) • Churn rate • Net Revenue Retention (NRR) 3. Product metrics:  • Daily/Monthly Active Users (DAU/MAU) • Feature adoption rates • Time to value 4. Financial health:  • Burn rate • Runway • Gross margin 5. Sales efficiency:  • Sales cycle length • Conversion rates at each funnel stage • Quota attainment 6. Market penetration:  • Market share growth • Ideal Customer Profile (ICP) penetration 7. Team performance:  • Employee satisfaction and retention • Revenue per employee 𝗛𝗼𝘄 𝘁𝗼 𝘀𝗵𝗶𝗳𝘁 𝗳𝗼𝗰𝘂𝘀: 1. Define clear, outcome-based OKRs 2. Implement a data-driven decision-making culture 3. Regularly review and update your key performance indicators 4. Align team incentives with core business metrics 5. Celebrate achievements in key metrics, not vanity ones Remember: What you measure drives behavior. Make sure you're driving the right behaviors for sustainable growth. At Valley 🗻 , we're obsessed with metrics that drive real business impact. That's why we're building tools that focus on outcomes, not just activities. Are you measuring what truly matters?

I fired a high-paying client. It was the best business decision I've made all year. This client was paying us well, but they were costing us in ways that don't show up on a balance sheet: - Endless revision requests - Midnight text messages - Unrealistic timeline demands - Undermining our team's confidence After years of building agencies, I've developed what I call the "Hidden ROI Framework" - a system for calculating the true profitability of each client relationship. Here's how it works: THE HIDDEN ROI FRAMEWORK Every client relationship has 5 key metrics, but most agency owners only track the first one: 1) REVENUE VALUE How much is the client paying you? 2) TIME COST Not just delivery hours, but: - Communication hours (emails, Slack, calls) - Admin hours (invoicing, reporting, follow-ups) - Mental overhead (time spent thinking/worrying about them) We track all client communication in our CRM and assign a real cost to it. 3) ENERGY DRAIN This is subjective but critical. After each client interaction, key team members rate it from negative (completely draining) to positive (energizing). We track this weekly and calculate an "Energy Score" for each client. 4) TEAM IMPACT How does this client affect your team's morale, growth opportunities and sense of accomplishment. We survey our team quarterly with specific questions about each client relationship. 5) GROWTH POTENTIAL What's the future value of this client? - Expansion opportunities - Referral potential - Case study value - Testimonial strength When you combine these metrics, you get a complete picture of the true ROI of each client relationship. The high-paying client I fired: - Revenue Value: Very positive - Time Cost: Much higher than our average client - Energy Drain: Severely negative - Team Impact: Multiple team members asked to be removed from the account - Growth Potential: Zero (they refused to be a case study or provide testimonials) True ROI: NEGATIVE Compare this to one of our moderately-priced clients: - Revenue Value: Moderate - Time Cost: Below average - Energy Drain: Positive (energizing) - Team Impact: Multiple team members have grown their skills - Growth Potential: Has referred other clients and is featured in our case studies True ROI: HIGHLY POSITIVE The framework revealed that our moderately-priced client was actually more valuable than our high-paying client. Remember: The quality of your client roster determines the quality of your agency life.

Most CEOs get a 20-page financial package every month. They skim it. They nod. They move on. Not because they don't care. Because they don't know which 6 numbers deserve their attention. You don't need an MBA to read your numbers. You just need to know where to look. ➡️ Get my guide on How to Read Your Numbers and start making smarter decisions today:  https://lnkd.in/e4T6-6-5 Here's the reality: Your accountant sends you reports. Your CFO presents slides. But you still don't know if you're winning or losing. That's not a knowledge problem. It's a clarity problem. You need six metrics. Review them monthly. Takes 15 minutes. Let's break it down. 1️⃣ Revenue Trend ↳ Don't just look at the number, look at the pattern ↳ Seasonal businesses should compare to last year, same month ↳ Three flat or declining months in a row means your growth engine stalled 2️⃣ Gross Profit % ↳ This tells you if your pricing strategy is working ↳ If it drops 2-3%, you're either discounting too much or costs are rising faster than prices ↳ Track this by product line to find where margins are bleeding 3️⃣ Operating Expenses % ↳ Most CEOs let expenses creep up as revenue grows ↳ Best-in-class companies keep this ratio flat or declining as they scale ↳ If yours is climbing, you're adding cost faster than value 4️⃣ Bank Balance Trend ↳ Compare it to your revenue trend, they should move together ↳ If revenue climbs but cash drops, you're funding growth inefficiently ↳ If both are dropping, you're in a cash burn spiral (and running out of time to fix it) 5️⃣ Accounts Receivable Aging ↳ Anything over 60 days old should trigger a phone call ↳ Anything over 90 days old is a collection problem, not a payment delay ↳ If 90+ days represents more than 10% of total AR, tighten terms now 6️⃣ Cash Flow  ↳ If Cash from Operations is negative, the business didn’t fund itself  ↳ If profit is up but operating cash is down, cash is stuck in AR or inventory ↳ If cash improved because you raised/borrowed, the business got funded, not healthier Finance isn't complicated. But ignoring it is expensive. Start tracking these six metrics. You'll spot problems months before they become crises. Then take it to the next level: drive performance, plan cash flows, and engineer value. Get the cheat sheet free: https://lnkd.in/e4T6-6-5 ♻️ Helpful? Repost, Comment, Like. Thank you! Follow Oana Labes, MBA, CPA for strategic insights on financial leadership. —— Want to become a financially intelligent leader? The next cohort of The CEO Financial Intelligence Program kicks off Feb 11. Join leaders from 20+ countries who already transformed with this 5* rated 6-week experience. Learn more and enrol here: https://lnkd.in/gGvKYCPX

𝗬𝗼𝘂'𝗿𝗲 𝗮𝗯𝗼𝘂𝘁 𝘁𝗼 𝗽𝗿𝗲𝘀𝗲𝗻𝘁 𝘁𝗼 𝘆𝗼𝘂𝗿 𝗦𝗲𝗿𝗶𝗲𝘀 𝗔 𝗯𝗼𝗮𝗿𝗱, 𝘆𝗼𝘂𝗿 𝗺𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗻𝗲𝗲𝗱𝘀 𝘁𝗼 𝘀𝗵𝗶𝗻𝗲! But, without a structured approach, even the most promising data can fall flat. Presenting to your Series A board requires more than raw data. You need compelling, data-driven storytelling to secure their confidence and support. Let's dive into how you can master this art, ensuring high engagement and ROI. 📈 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝘀𝗻𝗮𝗽𝘀𝗵𝗼𝘁 → Customer Acquisition Cost (CAC): Showcase your efficiency in acquiring new customers. → Customer Lifetime Value (CLV): Highlight the long-term value of your customers. → Monthly Recurring Revenue (MRR): Present your steady income stream. → Growth Rate: Demonstrate your expansion and scalability. 📈 𝗖𝗼𝗺𝗽𝗿𝗲𝗵𝗲𝗻𝘀𝗶𝘃𝗲 𝗺𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝗺𝗲𝘁𝗿𝗶𝗰𝘀 → Lead Conversion Rate: Measure how effectively leads turn into customers. → Customer Retention Rate: Show your ability to retain customers. → MQL to SQL Ratio: Indicate the quality and progression of your leads. → Return on Marketing Investment (ROMI): Prove the profitability of your marketing efforts. 📈 𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗿𝗲𝗽𝗼𝗿𝘁 → Performance of Key Campaigns: Assess the success of major initiatives. → Channel Effectiveness: Identify the most impactful marketing channels. → Cost per Acquisition (CPA): Calculate the cost efficiency of acquiring each customer. 📈 𝗠𝗮𝗿𝗸𝗲𝘁 𝗽𝗼𝘀𝗶𝘁𝗶𝗼𝗻 𝗮𝗻𝗱 𝗰𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗼𝗿 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 → Market Share: Illustrate your standing in the market. → Competitive Benchmarking: Compare your performance against competitors. → Industry Trends: Highlight trends and their impact on your strategy. 📈 𝗠𝗮𝗿𝗸𝗲𝘁𝗶𝗻𝗴 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝘆 𝗮𝗻𝗱 𝗿𝗼𝗮𝗱𝗺𝗮𝗽 → Go-To-Market Strategy: Outline your approach for market entry and growth. → Product Positioning: Define how you differentiate your product. → Budget Allocation and Forecasting: Present your financial planning and resource distribution. 𝗘𝗻𝗴𝗮𝗴𝗲 𝘆𝗼𝘂𝗿 𝗯𝗼𝗮𝗿𝗱 𝘄𝗶𝘁𝗵 𝗰𝗹𝗮𝗿𝗶𝘁𝘆, 𝗱𝗮𝘁𝗮, 𝗮𝗻𝗱 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝗶𝗰 𝘃𝗶𝘀𝗶𝗼𝗻 𝘁𝗼 𝘀𝗲𝗰𝘂𝗿𝗲 𝘁𝗵𝗲𝗶𝗿 𝗰𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝗰𝗲 𝗮𝗻𝗱 𝘀𝘂𝗽𝗽𝗼𝗿𝘁. Have any tips for an outstanding board meeting? Share them in the comments! Follow me for more startup insights, pitch advice, and marketing tips. If you want to learn how to leverage LinkedIn for effective demand generation, register for my next free virtual workshop: https://t2m.io/KtB7juKs #marketing #metrics #entrepreneurship #startup #SeriesA