Advertising Design Effectiveness

I recently stumbled on something wild Tencent has been testing - AI-inserted ads inside movies. Not ad breaks. Not overlays. Actual objects inside the scene changing depending on who’s watching. You might see a Coke can. I might see Red Bull. Same movie. Completely different ad environment. And that’s when it clicked for me: this isn’t a new ad format… it’s a complete rewrite of how advertising will work. If every frame becomes dynamic inventory, and every placement can shift in real time, the entire system flips: - Creative stops being fixed. - Targeting becomes contextual and moment-based. - Placements are computed, not planned. And in that world, the only thing that really matters the only anchor left -ANALYTICS. Because when ads are generated on the fly, the real advantage isn’t creating them… it’s understanding which version worked, in which moment, for which viewer, and why. That’s the direction I genuinely think the industry is heading: > Ads that adapt. > Content that personalizes itself. > And a feedback engine powerful enough to keep up. In the future when everyone would be able to do volume. It’ll reward the ones that learn the fastest.

I fell for it. And I’m a marketer. Walked into Zudio. Walked past the fragrance section.
Saw a bold, bright “FREE” written on a perfume box. 
My Indian brain short-circuited for a second. “FREE?! Really?”
Instantly picked it up.
Spoiler: it wasn’t free.
It’s literally the name of the perfume “FREE by Zudio (For Men)”. But guess what?
That one moment of curiosity did its job.
I noticed the product. Touched it. Engaged with it. Maybe even considered buying it. 
That’s the first win for any brand. Zudio didn’t just sell a fragrance here they played with visual hierarchy, cultural cues, and psychology. Here’s why it worked so well: 1. Bold typography + emotional trigger word:
“Free” in India is like a magnet. It taps into a deep-rooted love for value (or perceived value). 2. Visual Disruption:
The design broke the pattern. It didn’t blend in with the rest, it stood out. So even in a shelf full of options, your eye goes there first. 3. The Power of Touchpoint:
The moment a customer physically interacts with a product, the chances of purchase spike dramatically. You’ve already imagined owning it. 4. Curiosity-Driven Engagement:
Even if you don’t buy it today, you remember it. It leaves a cognitive imprint. Marketing takeaway?
Sometimes, you don’t need a discount to draw attention.
You just need to know how people think, feel, and react. So here’s to brands like Zudio for giving us a real-time case study in consumer behaviour - one bold font at a time. (P.S. No, I didn’t buy it. But I almost did. And that’s still a marketing win.) #ConsumerPsychology #RetailMarketing #Zudio #Branding #MarketingStrategy #ImpulseBuying #PerceptionMatters #IndianRetail #UXinRealLife #BrandExperience #QuirkyMarketing

👀 Lessons from the Most Surprising A/B Test Wins of 2024 📈 Reflecting on 2024, here are three surprising A/B test case studies that show how experimentation can challenge conventional wisdom and drive conversions: 1️⃣ Social proof gone wrong: an eCommerce story 🔬 The test: An eCommerce retailer added a prominent "1,200+ Customers Love This Product!" banner to their product pages, thinking that highlighting the popularity of items would drive more purchases. ✅ The result: The variant with social proof banner underperformed by 7.5%! 💡 Why It Didn't Work: While social proof is often a conversion booster, the wording may have created skepticism or users may have seen the banner as hype rather than valuable information. 🧠 Takeaway: By removing the banner, the page felt more authentic and less salesy. ⚡ Test idea: Test removing social proof; overuse can backfire making users question the credibility of your claims. 2️⃣ "Ugly" design outperforms sleek 🔬 The test: An enterprise IT firm tested a sleek, modern landing page against a more "boring," text-heavy alternative. ✅ The Result: The boring design won by 9.8% because it was more user friendly. 💡 Why It Worked: The plain design aligned better with users needs and expectations. 🧠 Takeaway: Think function over flair. This test serves as a reminder that a "beautiful" design doesn’t always win—it’s about matching the design to your audience's needs. ⚡ Test idea: Test functional designs of your pages to see if clarity and focus drive better results. 3️⃣ Microcopy magic: a SaaS example 🔬 The test: A SaaS platform tested two versions of their primary call-to-action (CTA) button on their main product page. "Get Started" vs. "Watch a Demo". ✅ The result: "Watch a Demo" achieved a 74.73% lift in CTR. 💡 Why It Worked: The more concrete, instructive CTA clarified the action and benefit of taking action. 🧠 Takeaway: Align wording with user needs to clarify the process and make taking action feel less intimidating. ⚡ Test idea: Test your copy. Small changes can make a big difference by reducing friction or perceived risk. 🔑 Key takeaways ✅ Challenge assumptions: Just because a design is flashy doesn’t mean it will work for your audience. Always test alternatives, even if they seem boring. ✅ Understand your audience: Dig deeper into your users' needs, fears, and motivations. Insights about their behavior can guide more targeted tests. ✅ Optimize incrementally: Sometimes, small changes, like tweaking a CTA, can yield significant gains. Focus on areas with the least friction for quick wins. ✅ Choose data over ego: These tests show, the "prettiest" design or "best practice" isn't always the winner. Trust the data to guide your decision-making. 🤗 By embracing these lessons, 2025 could be your most successful #experimentation year yet. ❓ What surprising test wins have you experienced? Share your story and inspire others in the comments below ⬇️ #optimization #abtesting

When video RPMs fall by more than half, publishers can't afford to stick to passive formats. Video monetisation is no exception to the accelerating pace of change in digital publishing. According to Google AdSense Publishers' report, publishers have experienced significant declines in their earnings and RPMs (revenue per thousand impressions) since late February 2024, with some claiming drops of up to 70% or more. This signals a critical shift for publishers relying on traditional placements. Passive video strategies can no longer sustain healthy revenue streams. But amid these challenges, three innovative content formats are not only holding their ground; they’re thriving. 1. Interactive Explainers: Say goodbye to linear storytelling. Interactive explainers are redefining how audiences engage with video content. These dynamic experiences allow viewers to click, pause, explore, and dive deeper into topics at their own pace. The result? Higher engagement, extended watch times, and improved retention, all of which translate into more substantial monetisation potential. When users feel in control of their journey, they're more likely to stay engaged and convert. 2. Shoppable Tutorials: The era of passive product placement is over. Shoppable tutorials offer a seamless blend of education and commerce by embedding real-time shopping capabilities directly within the video experience. Whether it’s a beauty tutorial featuring clickable products or a DIY guide with integrated tools, this format creates a direct path from interest to purchase. For publishers already invested in e-commerce or brand partnerships, this is a powerful way to turn viewer attention into actual revenue. 3. Annotated Archives: Don’t let your old content go to waste. By repurposing existing video libraries with expert annotations, timely updates, and targeted calls to action, publishers can see a remarkable increase in conversions compared to unedited replays. This low-effort, high-impact strategy allows you to breathe new life into evergreen content, without starting from scratch. Monetisation isn’t about views, it’s engineering value into seconds. Here are the key takeaways: ✅ Standard video formats are losing their monetisation power. ✅ Engagement-driven features, such as interactivity, utility, and relevance, are now key differentiators. ✅ Smart repurposing of existing content can be just as impactful as creating something entirely new. Now is the time to start experimenting. Identify where your audience already shows intent, then build immersive, value-driven content flows around those moments. Monetisation is no longer about where you place ads, but about how much value you deliver within the video itself. Which format will you prioritise next? A) Interactive Explainers B) Shoppable Tutorials C) Annotated Archives Let me know in the comments below! #VideoStrategy #ContentMonetisation #PublisherRevenue #DigitalPublishing #AudienceEngagement

Walked into a trial room the other day— and spotted something clever. Three hooks labeled YES, NO and MAYBE. To most, it's just a clever way to sort clothes. To a marketer, it’s brilliant behavioral design. ✔️ YES triggers emotional ownership—you’re already picturing it in your closet. ❌ NO gives you the power to reject, making your “yes” feel even more validated. 🤔 MAYBE keeps you mentally engaged. The brain hates open loops, and that’s when impulse buying quietly sneaks in. This isn’t just functional—it’s intentional architecture of choice. It reduces decision fatigue. It extends trial room time. It nudges you closer to a purchase—without saying a word. What’s brilliant here isn’t just the design—It’s the thoughtfulness behind it. A subtle reminder that great brands don’t just sell. They understand. They empathize. They design with intent. Because the best marketing doesn’t just push. It connects. #MarketingPsychology #ConsumerBehavior #RetailStrategy #SubconsciousMarketing #EmotionalMarketing #ConsumerEmpathy #BehavioralDesign

Organic reach is down 63% on LinkedIn. And the feed gets more crowded every day. But here's the thing: Some creators are still crushing it. How? They're not just writing better posts. They're designing content that stops the scroll. I tested hundreds of designs to get >320 million views. And found what actually converts scrollers into followers. Here are the design principles I live by: ❌ Use thin or square images. ✅ Use portrait images (1200 × 1500 px) for all images. ❌ Use thin titles and small headlines. ✅ Write bold, scroll-stopping titles and highlight them (when relevant). ❌ Make all text look the same. ✅ Highlight titles and organize text by size. ❌ Use light text on light backgrounds. ✅ Make the texts pop against a contrasting background. ❌ Use dull icons. ✅ Use high-quality icons from Flaticon. ❌ Design for desktop. ✅ Design for mobile first - it's where max views happen. ❌ Use random colors. ✅ Stick to 2–3 brand colors and consistent fonts. ❌ Confuse aesthetics with clarity - no weird fonts. ✅ Use readable fonts that match your style. ❌ Leave no white space. ✅ Use margins & padding so elements breathe. ❌ Overuse drop-shadows & effects. ✅ Keep shadows soft and subtle for depth only. ❌ Text blocks edge-to-edge. ✅ Keep 45–75 characters per line. These design principles have helped me grow: 3k → >400k followers in 18 months 320M+ views on my content Built a brand people remember If your content's great but not growing, Redesign it. Reframe it. Test it. Your visuals shape your brand's identity. Make sure they stand out. 📌 Want access to 100 of my viral designs? Get them for free here: https://lnkd.in/gcNUXfqr ♻️ Repost to help your network make better content. ➕ Follow me (Will McTighe) for more like this.

At Swiggy every product feature goes live via A/B testing. Experimentation is such a goldmine for decision-making, and as someone who didn't even know how to do it right a year back - below is my step-by-step approach to statistical analysis. The problem statement is - You’re working to improve the conversion rate for a product signup flow. You’ve implemented several changes—now, how do you figure out which one really makes a difference? 1️⃣ Define the Hypothesis Before diving into the test, clearly define what you're testing. Example: "Will the new signup flow increase the conversion rate (CVR)?" 2️⃣ Define Clear Metrics What does success look like? Are you aiming to increase the percentage of sign-ups, or reduce drop-offs at a specific funnel stage? Success Metric: Conversion rate or step completion rate. Check Metric: Have a secondary metric to ensure nothing else breaks (e.g., page load times or errors). 3️⃣ Test One Change at a Time Testing multiple changes (e.g., a new form layout and an incentive like a discount) at once won’t help you pinpoint which worked. 4️⃣ Split Your Traffic Determine the sample size you need and split users randomly into two groups: - Group A (Control): Users see the current version - Group B (Test): Users see the new version 5️⃣ Collect Data & Analyze Monitor key metrics like CTR, conversion rates, or churn - choose metrics tied to the business goal. Example: Track how the new signup form impacts the completion rate of the entire signup process. 6️⃣ Analyze Statistical Significance You see a 15% increase in conversions with the new form—great! But is it statistically significant, or could it be due to random variation? Use p-values and Z scores to validate if the changes are meaningful and not just due to chance. 7️⃣ Interpret Results & Take Action Once you’ve confirmed statistical significance, interpret the results in a business context. Example: If the new form significantly increases conversion but doesn’t impact overall user satisfaction, it’s time to implement it at scale. 💡 What’s are some of your go-to strategies for an effective A/B test? Share your insights in the comments! ___________ 🔔 Follow Sanya Swain ♻ Repost to help others find it 💾 Save this post for future reference #businessanalysis #dataanalytics #dataanalyst #analytics #businessinsights #womenintech #product #sql #datascience #abtesting

8 Underused Static Ad Formats That Quietly Crush!! Everyone’s obsessed with video ads right now. But here’s the truth few talk about, static still sells. In fact, across 40+ active Meta accounts we analyzed last quarter, ▸ 1 in 3 top-performing ads were static. Why? Because static ads do something videos often can’t, they interrupt patterns fast. No autoplay. No waiting. Just instant clarity. Here are 8 static formats that quietly crush, if done right: 1. The “Text-First” Ad ▸ Black text. White background. One bold message. ▸ Why it works → Pattern break. Feels “organic” in-feed. ▸ Best for → Thought-leadership, bold claims, price drops. 2. The “Carousel Storyboard” ▸ Each frame is a continuation, not repetition. ▸ Hook → Problem → Solution → CTA. ▸ Why it works → Scroll momentum + curiosity loop. ▸ Best for → Educating cold audiences. 3. The “Social Proof Stack” ▸ 3-4 customer reviews or UGC screenshots stacked vertically. ▸ Why it works → Peer validation kills skepticism. ▸ Best for → Mid-funnel retargeting. 4. The “Pain-Visual Contrast” ▸ Left side = frustration. Right side = solution. ▸ Simple visual storytelling, no copy overload. ▸ Best for → SaaS, services, info products. 5. The “Chat Screenshot” Ad ▸ Looks like a real conversation. ▸ Why it works → Feels personal, informal, authentic. ▸ Best for → Service businesses, coaching, consulting. 6. The “Mini Infographic” ▸ Explain one insight visually. ▸ No fluff just a 3-step logic chain. ▸ Why it works → Stops scrollers who crave quick value. ▸ Best for → B2B, courses, or data-driven offers. 7. The “Bold CTA Frame” ▸ Minimal visual. Centered benefit + border highlight. ▸ Why it works → Drives direct action without distraction. ▸ Best for → Retargeting, seasonal promos. 8. The “Before After Grid” ▸ Visual proof without words. ▸ Why it works → Emotion through transformation. ▸ Best for → E-commerce, creative agencies, personal brands. Bonus: How to Make Static Work in 2025 ✅ Rotate 8-12 creatives per week ✅ Use bold contrast (dark on light or vice versa) ✅ Keep copy under 15 words per frame ✅ Optimize for mobile first (80%+ traffic) ✅ Refresh every 10-14 days before fatigue hits Static ≠ outdated. It’s just under-engineered. When designed with clarity + rhythm, static ads convert like stealth ninjas in a sea of noisy videos. Salman Munir | CEO of AdLinked Follow me for advanced Meta Ad strategies, creative systems, and frameworks that actually convert (not just go viral).

We analyzed 69,449 ads from 110 Ecom brands. This is what we learned for running Meta ads The distribution? 42.5% static, 55.7% video, 1.7% carousel. The median brand runs just ~43% video, not the 80-100% that many gurus preach. And the splits are all over the map. Calvin Klein at 6.4% video, PetLab Co at 98%, Vuori at 26%, Gundry MD at 93%. For the best brands these splits are key strategic choices. A recent Haus.io case study with Javy Coffee dropped a bomb: top-of-funnel creative (primarily video) drove 13X more incremental acquisitions than bottom-of-funnel creative (mostly static). But here's the kicker. Click-based attribution told them the exact opposite story, overvaluing lower-funnel performance by 250%. So video wins, right? Not so fast. 🎯 The real insight isn't "which format is better." It's understanding what each format inherently creates. AND how the content changes that. Video-based problem-solution narratives don't just "drive awareness." They manufacture demand and build the mental availability that closes deals weeks later. They're slower to produce and iterate, but they create the conditions for conversion across multiple touchpoints. (Javy saw lift on both Shopify AND Amazon from Meta video). Static ads? Less memorable, sure. But they're conversion accelerants: -> Faster to test -> Easier to personalize -> Better at capturing intent that already exists Those product shots and testimonial cards that attribution loves to credit? They're not creating the demand. They're harvesting it. This is a generalization of these formats, but there are great static ads that introduce brands and promotion heavy videos that only convert. 📊 Here's where modern creative strategy breaks from traditional funnel thinking: You're not choosing "top vs bottom funnel" anymore. You're choosing which type of demand you're going to create. -> Video/educational ads inherently builds a longer, more robust funnel. -> Static/promotional ads inherently shortens it. ~60% of brands in our dataset lean static-heavy. ~40% lean video-heavy. Both can work The question isn't which format is "better." It's what types of ads you are running as a whole. Build your portfolio: 1. Invest in video that builds demand over time. 2. Create static ads that drive urgency and purchases 3. Educate the consumer about what makes you unique 4. Catch their attention and give them a reason to buy. The magic comes when you do both, create the demand and harvest it. Don't let some other bottom-dwelling brand convert all your impressions or rely on others to create awareness. ⚠️ Understand your creative strategy -> How you want demand to form -> How quickly you need it to close -> Which ads are performing which function. Stop asking "should I run more video?" Start asking "what type of funnel am I trying to create?" Need help with your creative strategy? Reach out, I'd love to chat.