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Incrementality Testing

Incrementality Testing: How to Prove Your Ads Are Actually Driving Sales (Not Just Taking Credit)

Posted by By Clicks Bazaar April 20, 2026Posted inAI
Your Meta ads are reporting 2,847 conversions this month with a ₹2.1Cr attributed revenue. But here's the uncomfortable truth: you don't actually know how much of that revenue your ads…
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Scale Meta Ads

How to Scale Meta Ads Profitably: The Horizontal vs Vertical Scaling Debate, Settled

Posted by By Clicks Bazaar April 19, 2026Posted inAI
You're running Meta ads with a 3.4x ROAS and a cost-per-acquisition of ₹612. You want to triple your daily budget from ₹12,000 to ₹36,000. You log into your Meta business…
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Scale Google Ads

How to Scale Google Ads Without Killing Your ROAS: A Step-by-Step Playbook

Posted by By Clicks Bazaar April 18, 2026Posted inAI
You've cracked the code. Your Google Ads campaigns are hitting 4.2x ROAS, your cost-per-acquisition is ₹847, and you're hungry to grow. So you increase your daily budget from ₹15,000 to…
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Agentic Commerce

Agentic Commerce Is Here: How Marketing Agencies Should Prepare Clients for AI-Mediated Buying

Posted by By Clicks Bazaar April 18, 2026Posted inAI
Fourteen percent. That's the slice of Q1 2026 revenue one of our e-commerce clients pulled in from transactions where no human ever touched a product page. No browsing. No cart…
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Profit-Led Marketing

Profit-Led Marketing: Why the Best D2C Brands Stopped Optimising for ROAS

Posted by By Clicks Bazaar April 17, 2026Posted inAI
2021 to 2023 was the era of growth at all costs. The narrative was simple: scale revenue as fast as possible, raise capital to fund the growth, reach profitability through…
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Unit Economics for Ecommerce

Unit Economics for Ecommerce: The Framework Profitable D2C Brands Use to Scale Without Breaking the P&L

Posted by By Clicks Bazaar April 16, 2026Posted inAI
Unit economics is the foundation of every profitable ecommerce business. It's the revenue and cost associated with a single customer — reduced to their atomic components. It's what separates brands…
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CAC payback period

CAC Payback Period: The Profitability Metric That Predicts Whether Your Business Survives

Posted by By Clicks Bazaar April 15, 2026Posted inAI
Your LTV is ₹8,400. Your CAC is ₹1,200. Your LTV:CAC ratio is 7x, which is excellent. By every standard metric, your unit economics look healthy. But your actual payback period…
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Ecommerce Profitability Benchmarks 2026

Ecommerce Profitability Benchmarks 2026: By Category, Channel, and Brand Size

Posted by By Clicks Bazaar April 14, 2026Posted inAI
Here's the uncomfortable finding that no one talks about at industry conferences: 64% of D2C brands that cross ₹10 Cr in annual revenue are unprofitable on a contribution basis. Not…
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Blended ROAS vs Platform ROAS

Blended ROAS vs Platform ROAS: The Metric Every Ecommerce Brand Gets Wrong

Posted by By Clicks Bazaar April 13, 2026Posted inAI
Your Meta dashboard says 4.1x ROAS. Your Google Ads account shows 3.7x on Shopping. Your team celebrates the month. But when you divide your total revenue by your total ad…
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track contribution margin

Why ROAS Is Lying to You: How to Track Contribution Margin for Your Ecommerce Brand

Posted by By Clicks Bazaar April 12, 2026Posted inAI
Your Facebook campaign is doing 4.2x ROAS. Your Google Shopping feed is humming at 3.8x. You're hitting every ROAS target. And somehow, you're losing money on almost every order. This…
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