How to Optimize Your Current Marketing Platforms

I’ve helped 5 eCom brands exit for ~$500m. The acquirer always wanted lower CPAs: So we pull 8 levers: 1. Creative → Target ~1 new concept per $10k in monthly spend. → At $500k/mo, that's 50 concepts. → 70% video (top of funnel, builds awareness) → 30% static (bottom of funnel, closes sales) That's 35 video concepts, 15 static concepts. Then 2-3 hook variations per video, and 5-8 variations per static. That's roughly 70 videos and 90 statics. Cut 70%+ of creatives before they hit two weeks. Your top 1-2% of ads should drive ~50% of spend. In most accounts, 70-80% of creative continues performing month-over-month. That means: → To maintain: replace 20-30% monthly → To grow 20%: replace churn + add 20% more volume 2. Media buying There are three actions that cut CPA without new ads: → Pause or spend-cap everything above target CPA → Retest old winners with new copy, headlines, landing pages → Scale the top 1-2% to take ~50% of total spend 8-figure brands can cut CPAs by 50% with media buying alone. Keep testing budget under 20% of total ad spend. Limit budget changes to 10-15% max, but make changes twice as often. 3. Website optimization The benchmarks: → CVR: 3%+ (top 10% hit 4.7%+) → Add-to-cart: 7-10% → Checkout completion: 60%+ Sometimes a landing page with 10% higher CPA leads to faster repurchases and higher LTV. 4. Subscription optimization The targets: → Monthly subscription churn: under 7% → 12-month retention: 40%+ → Repeat purchase rate: 30%+ The lever is segmentation: → Subscription vs one-time buyers → 4 week vs 8 week vs 12 week frequencies → Product categories → Acquisition channels The gap between 2x and 4x purchase frequency is a 2x LTV multiplier. 5. CRO Target email opt-in: 2-5%. Run distinct landing pages for each avatar. Example avatars for a supplement brand: → General nutrition → Gut health → Weight loss 6. Tracking optimization Click-based attribution overvalues lower-funnel performance by up to 250%. Top-of-funnel creative can drive 13X more incremental acquisitions than bottom-of-funnel. Click attribution will tell you the opposite. Post-purchase surveys catch what click attribution misses. Track individual nCAC on every ad you run. 7. Ad copy and headlines Ad copy can boost performance by 30%. Give creators selling points, not exact scripts. Target: → 40%+ hook rate → 2%+ CTR → 2-3 hook variations per video concept minimum 8. Data reporting and analysis Know two numbers: Maximum spend (company stays profitable): → Gross margin - OpEx = maximum marketing spend % → Example: 50% margin - 10% OpEx = 40% max Target spend (customer stays profitable): → Project 3-month customer profitability = your target CPA → Example: $55 AOV, $30 first purchase profit, $39 at month 3 = $39 target CPA End of the day, acquirers want: → Profitable customer acquisition → Reliable new customer growth for 3+ years → LTV and margins optimized

We changed one button on a client’s website and watched acquisition costs drop by a third overnight. Same ads, same audience… just tracking what Meta ACTUALLY values instead of what everyone thinks it values. Here’s the exact framework: 1. Fix Your Funnel Mechanics Standard e-commerce flows create massive inefficiencies when they don't align with platform event schemas. Multi-page checkouts, delayed confirmation signals, and fragmented purchase paths all force algorithms to work harder to find your customers. 2. Implement Strategic Conversion Paths Single-page checkout flows increase "InitiateCheckout" events by 20%, giving Meta earlier signals that immediately improve auction performance. Email-capture modals treated as "Lead" events let you optimize for actions Meta can deliver at a fraction of "Purchase" event costs. Progressive form fields create additional data points that feed algorithms the optimization signals they crave. 3. Optimize for Predictive Events While everyone obsesses over "add-to-cart," events like "complete registration" often predict lifetime value more accurately and convert at substantially lower costs. The accounts we've restructured around these insights consistently see 30%+ CPA improvements within weeks. 4. Sequence Your Channels Strategically Start with Pinterest/YouTube for cold reach. Transition to Meta Lead/Form campaigns, optimizing toward micro-conversions. Finally, move to Meta Conversion campaigns using fresh "AddToCart" seed audiences. This sequence leverages each platform's attribution window to maximize incremental lift while preventing platform competition for conversion credit. The brands beating CAC benchmarks in competitive markets have simply restructured their funnel mechanics to align with how algorithms really value conversions. This approach requires zero additional spend; just a strategic reconfiguration of your customer journey.

CEO: Our campaigns aren’t scaling we need better ads. Me: Maybe! But the issue could come from any of these 4 layers too. Yes, it might be poor execution weak content, wrong format, bad targeting. Or maybe your funnel’s off. Or the offer just isn’t resonating. Or honestly… you never nailed your audience in the first place. Let’s be real: Performance issues usually start deeper than performance. Because here’s the thing: You can’t optimize your way out of a broken marketing foundation. - No A/B test will fix an irrelevant offer. - No ad creative will work without positioning clarity. - No automation will convert if your audience isn’t understood. CEO: So what should we actually do to grow? Me: Step back. Run your stack like a full-stack marketer: 1. Start with market insight: Who exactly are you marketing to? What do they struggle with? AI helps marketers listen smarter and synthesize faster. 2. Define the offer + funnel strategy: What’s your promise? Where are you leading them and why should they care? AI gives you faster, deeper strategic drafts and feedback loops. 3. Launch real assets that match the funnel: From SEO to reels to landing pages build what supports your journey. AI is your creative co-pilot here... fast, scalable, multi-format. 4. THEN optimize: Track, test, and scale what works. AI spots what’s working (or not) faster than manual dashboards. You don’t need a “5th layer” for AI. AI is the electricity that powers every layer. Because stacking tools ≠ marketing. Full-stack strategy is what drives real growth. Want to build like a full-stack marketer? → Start deep. Don’t just fix the copy. Fix the stack. ♻️ Repost it to share with your network. Follow me Madhav Mistry for insights on full stack marketing My full-stack tool stack: Research & Insight: Semrush, Brand24, SparkToro, Google Trends Strategy & Planning: Notion, Miro, Canva Whiteboard, Lately.AI Execution: Meta Ads, HubSpot, Pictory, OpusClip, Zapier, Lately.AI, Hootsuite, Figma, Canva Growth Ops: Google Looker Studio, Amplitude, Mixpanel, VWO, Airtable

Instagram processes 6.5 billion searches daily. YouTube handles 3.5 billion. If you're only optimizing for Google in 2026, you're missing 80% of the discovery moments that actually matter. Here's how to fix it: 1. Match your platform to search behavior People search on Instagram and YouTube daily. Facebook and TikTok weekly. LinkedIn monthly. B2C brands should prioritize Instagram and YouTube. B2B brands focus on LinkedIn and YouTube (but expect slower momentum). 2. Write how people actually search People don't type "dry skin tips" anymore. They type: "How do I fix my dry skin in winter?" Full questions. Full context. Full intent. Your captions need to match that language or the algorithm can't surface you. 3. Structure content for algorithms to read Platforms skim your content like humans skim webpages. Use clear headlines, section breaks, on-screen text, and subtitles. If the algorithm can't extract meaning in 3 seconds, your content won't rank. 4. Keep users on-platform Instagram boosts posts with native checkout. TikTok prioritizes TikTok Shop purchases.  YouTube rewards product tagging. Stop sending people off-platform with "link in bio." Use native features instead. When users buy without leaving the app, your reach increases. When you send them away, it drops. 5. Track what actually matters Check "reach from search" in your analytics. If it's under 10%, you're not optimized. Watch saves and shares (signals of lasting value). Monitor brand mentions in ChatGPT and Perplexity (they cite social content, not just Google). 6. Find real search opportunities Use Answer the Public to see what people actually type into Instagram, YouTube, TikTok, and Google. Create content around those exact questions.

𝗬𝗼𝘂𝗿 𝗥𝗢𝗔𝗦 𝗶𝘀 𝘂𝗽, 𝗯𝘂𝘁 𝗿𝗲𝘃𝗲𝗻𝘂𝗲 𝗶𝘀 𝗳𝗹𝗮𝘁. 𝗛𝗲𝗿𝗲’𝘀 𝘄𝗵𝘆 𝘆𝗼𝘂𝗿 𝗔𝗱𝘀 𝗱𝗮𝘀𝗵𝗯𝗼𝗮𝗿𝗱𝘀 𝗺𝗶𝗴𝗵𝘁 𝗯𝗲 𝗹𝘆𝗶𝗻𝗴 𝘁𝗼 𝘆𝗼𝘂. One of the most common mistakes I see, even at large brands and seasoned agencies, is focusing too much on ROAS without asking the real question: 👉 How many of those conversions are truly incremental? 𝗧𝗵𝗲 𝗣𝗮𝘁𝘁𝗲𝗿𝗻 𝗜 𝗦𝗲𝗲 𝗘𝘃𝗲𝗿𝘆𝘄𝗵𝗲𝗿𝗲: ✅ Facebook Dashboard: "Conversions up 37%!" ✅ Google Ads: "ROAS through the roof!" ✅ GA4: “+15% conversion lift from Performance Marketing” ✅ Agency Report: "Best performance ever!" ❌ Your CFO: "Why is revenue flat?" It looks like you're scaling profitably, but actual business growth is not keeping up. 𝗪𝗵𝗮𝘁’𝘀 𝗥𝗲𝗮𝗹𝗹𝘆 𝗛𝗮𝗽𝗽𝗲𝗻𝗶𝗻𝗴:  • Your ads are targeting your own employees who already use company discounts  • You’re retargeting existing customers again and again  • You're mixing new user acquisition and remarketing into the same campaign  • Paid performance looks strong, but it's cannibalising organic and direct channels  • CRM and revenue metrics remain flat because paid is simply taking credit for demand that already existed You are not actually acquiring new customers. You are just recycling your warmest audience. 𝗪𝗵𝘆 𝗬𝗼𝘂𝗿 "𝗥𝗢𝗔𝗦 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗲𝗱" 𝗖𝗮𝗺𝗽𝗮𝗶𝗴𝗻𝘀 𝗔𝗿𝗲 𝗔𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗦𝗮𝗯𝗼𝘁𝗮𝗴𝗶𝗻𝗴 𝗬𝗼𝘂:  • Automated campaigns are the worst offenders: PMax and ASC will absolutely target your warmest audience if you don't set up the campaign correctly.  • Algorithms take the easy path: Why find new customers when your employees and loyal Cx convert at 5x conversion rates?  • Platform incentives ≠ Your incentives: They make money when you spend more, not on actual business growth.  • Vanity metrics feel good: A ROAS of 5 sounds better than "₹312 cost per truly new customer" 𝗛𝗼𝘄 𝘁𝗼 𝗙𝗶𝘅 𝗜𝘁: 1. Run an Exclusion Audit  • Exclude employees and dealers using Customer Match  • Block internal IP addresses  • Build audience rules (for example: 20+ visits with no purchase likely means internal traffic) 2. Fix Your Campaign Structure  • Always separate acquisition campaigns from remarketing campaigns  • Avoid letting PMax or ASC optimise without oversight  • Use custom conversion events that trigger only for completely new users 3. Track the Right Metrics  • Monitor new user growth using CRM data instead of relying only on ad platforms  • Focus on measuring incremental lift, not just what platforms attribute  • Track customer acquisition cost (CAC) specifically for new users, not the blended number It is easy to chase ROAS that looks impressive on a dashboard. It is harder, but far more meaningful, to drive incremental business growth. Curious if others are seeing similar patterns, let me know in the comments.

Your CMO playbook still assumes customers visit your website. In reality, they’re increasingly buying inside conversations you don’t control and often can’t see. Platforms like ChatGPT, Google AI search, and Amazon’s Rufus are collapsing discovery, evaluation, and purchase into a single interaction. McKinsey projects agentic AI could influence $3–5 trillion in retail by 2030. Your customers aren’t browsing anymore. They’re delegating. And the brands that win will be the ones AI agents can find, understand, and transact with, without a single page load. Agentic commerce, where AI acts on behalf of the consumer, is already underway. Here’s the CMO playbook: 1. Treat AI agents as your new customer If your product data isn’t structured, you don’t exist. → Audit your catalog (schema, pricing, availability) → Ensure consistency across every channel agents pull from 2. Shift to personalization-as-conversation Segments are static. AI enables real-time interaction. → Unify behavioral + transactional data → Prioritize context (intent, timing, history) over demographics 3. Own your conversational channel If you don’t build it, platforms will. → Move beyond basic chatbots → Design guided selling experiences, not just Q&A 4. Architect for zero-click commerce The funnel is collapsing into one interaction. → Make data accessible via APIs → Enable inventory, pricing, and checkout in real time 5. Make product data agent-ready Agents optimize on specs, not storytelling. → Structure warranties, reviews, support → Elevate differentiators into machine-readable fields 6. Measure AI-driven journeys New channel = new attribution. → Track AI-influenced conversions → Monitor how platforms describe and rank your products 7. Prepare for a multi-platform ecosystem OpenAI, Google, Amazon = different rules. → Stay platform-agnostic → Adapt content and data to each ecosystem’s logic 8. Keep humans in the loop AI for efficiency. Humans for discovery. → Design hybrid journeys → Protect brand experience where emotion drives decisions The Reframe for CMOs Your competitors aren’t just optimizing for customers anymore. They’re optimizing for the AI that advises your customers. And a growing majority of consumers are already using AI at some point in their shopping journey. The brands that treat agentic commerce as “next year’s pilot” will find themselves in the same position as those who treated mobile as a “nice-to-have” a decade ago. We know how that ended. Need help with your marketing and AI strategy? Book a 45-minute strategy call: https://lnkd.in/gEY5pN7z Save this for future reference.

I've audited about 15 marketing campaigns this month and here are some tips if you're looking to keep performance outside of tax season. 1. Know your audience better than Meta does. Demographics are dead. In 2025, it’s all about behavior + intent + vibe. Use GA4, Shopify insights, Meta Pixel events, and Reddit comment threads to learn not just who your customer is, but what do they like outside of your product. Build personas around why they buy, how often they return, and what makes them stop scrolling. Don’t skip Discords, niche YouTube comment sections, or industry-specific Facebook groups. 2. Paid Media ≠ Performance Media Performance advertising is only as good as your offer, content, and funnel. Boosting your best post won’t cut it anymore. Think in full-funnel and how things connect. What’s your hook & how can you teach at the same time? What’s your landing page experience? How many retargeting touchpoints do you have in the next 14 days? If you can’t map it out on paper in 30 seconds, you're likely lost. 3. Creative > Targeting iOS updates, API limitations, and GDPR evolution made targeting worse. So in 2025, creative is your new targeting. Use modular ad structures (like MetaMartini's own Scalable Ad Framework) to launch dozens of variations that auto-optimize. Test. Test. Test. If it doesn't work, stop automatically blaming placements, and critique that creative. 4. Omnichannel or obsolete If your strategy only includes Meta and Google, you’re behind. The best brands in 2025 are synchronizing TikTok, Reddit, YouTube Shorts, Influencer Reels, Email Drip Flows, and Paid Display with a single source of truth. The ad is the awareness, but your email and web UX closes the sale. 5. Launch Fast, Optimize Faster Gone are the days of 60-day pre-launch timelines. The most agile teams are building “ship → test → pivot” loops in < 14 days. Use real-time dashboards. Set your UCL/LCLs. And if something flops? Kill it. Spend smarter, not louder. 6. Educate before you convert I promise customers don’t buy after one click no matter what that attribution window tells you. You need to teach them first. Integrate blog content, quizzes, SMS drip campaigns, FAQ-rich landing pages, and community-led content. Good digital advertising turns questions into conversions. 7. Be transparent. Be human. Be fast. No one wants another ad with a fake countdown or spammy CTA. Lead with transparency. Show real people. Answer DMs. Comment back. The brands winning in 2025 are the ones that feel like people, not billboards. If you're spending budget in 2025, it should work harder than your entire sales team combined. And if it’s not? You don’t need a bigger ad budget — you need a smarter strategy. Have questions? Drop them below or shoot me a message! #DigitalMarketing #PaidMedia #MetaMartini #2025Strategy #BrandBuilding #OmnichannelMarketing #CPM #CAC #DTC #AgencyTips #MediaBuying #AdCreative #MarketingExecution

I've been thinking about what DTC brands get wrong about omnichannel expansion recently. The temptation is to try to be everywhere at once. But the real winners are strategically aligning each channel to build a holistic growth engine. Here’s how to do it right → First, you must have channel-specific thinking. Every channel needs its own playbook. A helpful framework to structure your efforts... DTC Website: • Focus on basket building • Higher AOV targets • Full-price strategy • Data collection hub • Customer relationship building TikTok Shop: • Single-product purchase reality • Organic content engine • Lower AOV expectations • Limited data access • Treat as a retail channel Amazon: • Multi-pack strategy • Bundle economics • Marketplace presence • Competitive monitoring • Specialized management Next up, the Integration Challenge → The biggest mistake brands make is trying to force the same strategy across all channels. Example: One brand we spoke with increased shipping costs on TikTok Shop to push customers to their website. Instead of fighting the platform's natural behavior, they should have optimized for it. You must also consider your unit economics because each channel has its own cost profile. - TikTok Shop might be a loss leader but drive retail success. - Website sales might have better margins but higher customer acquisition costs. - Amazon might have lower margins but better operational efficiency. Here is the new omnichannel playbook: 1. Channel Optimization - Build channel-specific content - Adjust pricing strategies per platform - Create platform-specific bundles - Set realistic KPIs for each channel 2. Data Strategy - Accept data limitations on newer platforms - Focus on first-party data where possible - Build cross-channel customer profiles - Use creative solutions for retention 3. Team Structure - Specialized expertise per channel - Clear ownership of metrics - Flexibility to shift resources - Mix of in-house and agency support The brands that will win aren't the ones just running around trying to be everywhere - they're the ones being intentional about how they show up in each place. Success also isn't about ideal profit extraction across all channels. It's about understanding each channel's role in your broader ecosystem and optimizing accordingly. Key Takeaway: Don't try to make every channel work the same way. Start building channel-specific strategies that work together to drive overall growth. 

Most advertisers set their budgets like this: ➡️ $1,000 per day ➡️ Spent evenly Mon–Sun ➡️ Zero consideration for when sales actually happen Conversion rates don’t stay flat. They fluctuate every single day. Here’s a real pattern we’ve seen: Mon: 2.4% CVR Tue: 2.7% CVR Wed: 2.7% CVR Thu: 2.7% CVR Fri: 3.0% CVR Sat: 3.0% CVR Sun: 1.4% CVR 👉 The Fix: Advanced Breakdowns You should not just let the algorithm spray your budget. 1. Day & Time Analysis - Pull conversion rates by day of week. - Identify your “fast horses” (days with 20–50% higher CVR). - Reallocate budget to those days and cut weaker ones. - Very high spends only can layer in time of day analysis. Many brands crush evenings or weekends when their target customer is active. Spend more when people buy, not just whenever. 2. Placement Breakdown - Stop running blind with “automatic placements.” - Compare performance across feeds, stories, reels, etc. - Cut placements where creative doesn’t fit (ex. static image ads bombing in Stories). - Scale placements that deliver sales efficiently. 3. Platform Breakdown - Facebook and Instagram are not the same. - Pull performance separately. 4. Age & Gender Breakdown - Most advertisers stop at a surface read: 25–44 performs well. - Cross-reference age + gender together. Example: 25–44 women might crush while 35–44 men bleed cash. That’s data you’d never see if you looked at age and gender separately. 5. Landing Page Breakdown - Often the problem isn’t your ads, it’s where you’re sending people. - Compare performance by URL. - If Page A converts 3X better than Page B, push budget there or fix Page B before sending another dollar. 6. Geo Breakdown - CPMs, CTRs, and CVRs vary massively by country or even by state. - Identify regions where your money works harder. The Compounding Effect Each of these optimizations might only deliver a 3–5% lift individually. Stack the wins and you’re looking at a 20%+ ROAS increase. And that’s usually the difference between barely profitable and having the freedom to scale above your breakeven. PS - This is just a small part of our process, if you want to see more send me a connection request and comment “M3”, I will send you the entire M3 Method document for free.

Since 2018, I've spent ₹2.3 CRORE on Meta ads for my clients. Here's what I've learned from both successful AND failed campaigns: 🚨Average Ad Spend Has INCREASED a lot: In 2019, ₹100/day could get you 10-15 leads. NOW, you need at least ₹500/day for the same results. 🤯 🚨Click-Through Rates (CTR) Are DECLINING: According to SmartInsights, average CTRs across platforms like Google Ads, Facebook, and LinkedIn have seen a downward trend since 2018. BUT... here's the REALITY CHECK: The majority of people who see your ads WON'T click or engage. That's the nature of advertising. BUT, that doesn't mean your ads aren't working! Impressions still matter for brand awareness and building trust over time. So, what's the UPDATED game plan for 2024? 1: The days of cheap leads and high CTRs are OVER. Budget accordingly and be prepared to invest more in your ad campaigns. 2: Don't waste money on broad targeting. Get granular with your audience to reach the most qualified leads. 3: Your ads need to STAND OUT in a crowded feed. Invest in high-quality visuals and copy that grab attention and drive action. 4: Don't give up on users who don't convert right away. Retargeting campaigns can be incredibly effective at bringing them back into your funnel. 5: Experiment with different ad formats, targeting options, and messaging to find what works best for your business. 6: Focus on the metrics that matter most to your business goals – website visits, purchases, sign-ups, etc. Don't let rising ad costs or low engagement rates discourage you. With the right strategy, you can still achieve amazing results on Meta platforms. It just takes a bit more effort, strategic thinking, and a whole lot of testing. #MetaAds #FacebookAds #InstagramAds #Advertising #Marketing #DigitalMarketing #LeadGeneration