OptiMix Blog

86 articles on Bayesian MMM, attribution, and ad spend optimization.

• Marketing Mix Modeling for Small Business: A Practical Guide (2026) 2026-04-29
• Which marketing channels are actually working 2026-04-28
• Minimum Data Requirements for Marketing Mix Modeling 2026-04-27
• Ad Spend Burnout: How to Tell If Your Budget Is Too High for Your Revenue 2026-04-20
• The Problem with Optimizing Marketing Without Understanding Uncertainty 2026-04-16
• How to allocate marketing budget across channels 2026-04-12
• Cost Per Lead by Industry: 2026 Benchmarks for SMBs 2026-04-10
• Lead Quality vs Lead Volume: Which Channels Actually Drive Revenue 2026-04-04
• Why ROAS is misleading 2026-04-03
• How to Cut Digital Advertising Costs Without Losing Conversions 2026-03-22
• Is My Ad Spend Too High? A Self-Serve Diagnostic Checklist 2026-03-14
• Multi-Channel Lead Attribution Modeling Guide: Assign Credit Where It’s Due 2026-03-05
• How to Implement Marketing Mix Modeling: A Step-by-Step Guide 2026-02-13
• LinkedIn Ads Lead Generation: B2B SMB Guide 2026-02-11
• Retail MMM: A Practical Guide to Marketing Mix Modeling for Retailers 2026-02-04
• ROAS Optimization Strategies Guide 2026-02-03
• Facebook Ads Lead Generation: The Complete B2B Platform Guide 2026-01-16
• Bayesian MMM for SMBs 2026-01-02
• Ecommerce Retail Media Measurement: A Bayesian Framework for Accurate ROAS 2025-12-31
• Ad Spend Management Guide for Marketers 2025-12-31
• Movement Caps in Bayesian Marketing Mix Modeling: A Safety-First Guide 2025-12-22
• Bayesian Attribution for PPC: The Full Guide for Performance Marketers 2025-12-14
• Paid Search vs Social Media ROI: Which Delivers Better Results? 2025-11-20
• Multi-Channel Ad Spend Optimization 2025-11-06
• Marketing Attribution vs MMM: Which Is Better? 2025-11-06
• Ad Spend Too High for Small Business? Industry Benchmarks by Monthly Budget 2025-11-02
• LinkedIn Ads Generate No Leads? Here’s What’s Wrong 2025-11-01
• How to stop wasting money on ads 2025-10-26
• How to Calculate ROAS: Formula Guide 2025-10-25
• Bayesian Marketing Mix Modeling: The Complete Guide for Modern Marketers 2025-10-24
• 12 Day Content Calendar 2025-10-19
• Why ad platforms overclaim results 2025-10-13
• Best Marketing Mix Modeling Software: 2026 SMB Comparison 2025-10-08
• How to Lower CPA Without Reducing Conversions 2025-10-05
• Ad Spend Optimization: A Data-Driven Framework for Maximizing ROI 2025-09-28
• Multi-Channel Lead Attribution Modeling Guide 2025-09-24
• Why Attribution is Lying to You: The Case for Bayesian MMM 2025-09-22
• Posterior Distributions in Marketing Mix Modeling: What They Tell You 2025-09-19
• How Multi Touch Attribution Vs Marketing Mix Modeling Can Transform Your Marketing Strategy 2025-09-02
• Small Business Advertising Budget: How Much to Spend 2025-09-01
• Facebook Ads Clicks But No Leads: Diagnosis and Fix 2025-08-22
• MMM Attribution vs Media Mix: Which Approach Wins in 2026? 2025-08-20
• Ads Not Converting to Leads: Root Cause Analysis 2025-08-18
• DTC Attribution: Why Last-Click Fails and What to Use Instead 2025-08-17
• E-Commerce Marketing Mix Modeling: The Definitive Guide for DTC Brands 2025-08-10
• Facebook Ads CPA Optimization Guide 2025-08-08
• Google Ads Spent All Budget No Sales? Here’s What to Do First 2025-08-06
• Marketing Budget Allocation for Small Business: A Data-Driven Guide 2025-07-26
• How Automated Marketing Mix Modeling Can Transform Your Marketing Strategy 2025-07-15
• Small Business Advertising Budget: How Much to Spend 2025-07-12
• Bayesian vs Frequentist Marketing Mix Modeling: Which Approach Wins? 2025-07-11
• How Marketing Mix Modeling Software Can Transform Your Marketing Strategy 2025-07-03
• TikTok Ads Not Generating Leads: Why and How to Fix It 2025-06-26
• Free Marketing Mix Modeling Trial: Test OptiMix with Your Own Data 2025-06-23
• Optimize Ad Spend for Small Business: A Channel-by-Channel Guide 2025-06-21
• How to Cut Your Advertising Waste by 30% Using Bayesian MMM 2025-06-20
• Stop Guessing, Start Growing: The Power of Bayesian Marketing Mix Modeling 2025-06-17
• Marketing Budget Planning Guide 2025-06-13
• Facebook Ads Wasting Money? Diagnosis and Fixes for Meta 2025-06-11
• What is Marketing Mix Modeling? A Beginner’s Guide to Smarter Marketing 2025-06-08
• The ROAS Illusion: Why High-Performing Ads Might Be Wasting Your Budget 2025-05-28
• Google Ads Waste Detection: Quick Audit for Underperforming Campaigns 2025-05-26
• How to Optimize Ad Spend Without Touching Winning Campaigns 2025-05-25
• Marketing Mix Modeling Definition (And Why It Matters for Your Marketing Budget) 2025-05-21
• What is Bayesian MMM in plain English 2025-05-20
• Marketing Attribution vs MMM: Which Is Better? 2025-05-17
• How to Stop Wasting Money on Google Ads: 7 Fixes That Work 2025-05-13
• How To Calculate Mmm Roi — A Practical Guide for SMBs 2025-05-04
• Marketing Mix Modeling vs. Multi-Touch Attribution: A Guide for SMBs 2025-05-01
• Landing Page Lead Generation Best Practices: Convert More Visitors to Leads 2025-04-18
• What Is a Good ROAS for Ecommerce? 2025-04-12
• How to Reduce Ad Spend Without Losing Revenue 2025-04-08
• Variational Inference in Marketing Mix Modeling: ADVI Explained 2025-04-03
• Marketing Mix Modeling ROI for Small Business: A Practical Guide 2025-04-02
• Optimize ad spend across channels 2025-04-01
• How to Cut Digital Advertising Costs Without Losing Conversions 2025-03-27
• Reduce Wasted Ad Spend: A Practical Guide for Small Businesses 2025-03-17
• How to Optimize Ad Spend Without Touching Winning Campaigns 2025-03-15
• The Best Marketing Mix Modeling Software for SMBs in 2026 2025-03-13
• Paid Search vs Social Media ROI: Which Delivers Better Results? 2025-02-23
• The Wasted Ad Spend Diagnosis Framework: Find Where Your Budget Goes 2025-02-19
• Multi-Touch Attribution vs Marketing Mix Modeling: Which Approach Wins in 2026? 2025-02-15
• The Free Marketing Waste Calculator: Spreadsheet for DIY Audit 2025-02-07
• TikTok Ads Lead Generation: The Emerging Channel Guide for SMBs 2025-02-07
• The Real Cost of Misattributed Ad Spend: Why Your ROAS Lies 2025-01-25
• Why Am I Wasting Money on Ads? Cross-Channel Diagnosis 2025-01-21