Author name: Adriaan

🧠 How People See Claude AI in 2026

What most people think Claude is STAGE 1Ask a question STAGE 2Get an answer STAGE 3Done ⚙️ What Claude AI actually involves in 2026 📊 Prompting & ContextAdvanced prompt engineeringSystem prompts & role settingContext windows & memory usageMulti-step reasoning promptsIteration & refinement loops 🎯 Use Case StrategyContent creation (ads, blogs, scripts)Customer support automationCoding & debugging

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New Customers vs Returning Customers

Most Google Ads accounts optimize for conversions… but they rarely separate new vs returning customers. That’s a mistake. Because the economics are completely different. New Customers • Higher CPA• Acquisition investment• Drives long-term growth Returning Customers • Lower CPA• Higher conversion rates• Higher lifetime value If you optimize campaigns without separating them, you can easily

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Do this/ Not that

Most Google Ads accounts don’t have a “performance problem”… They have a decision problem. Same platform. Same budget. Completely different results. Why? Because small choices compound: ❌ Run 1 campaign for everything✅ Segment by intent & funnel stage ❌ Optimize for clicks✅ Optimize for conversions & profit ❌ Ignore search terms✅ Mine search terms every

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Myths vs Reality

Most Google Ads accounts don’t fail because of the platform. They fail because of bad assumptions. Here are a few I still see in 2026: → “Smart bidding = set & forget”→ “Broad match doesn’t work”→ “More budget = more results”→ “PMax replaces everything”→ “High impressions = good performance” All of these sound logical. All

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