Category: Growth Strategy

Yes, small businesses can use marketing mix modeling — and they arguably need it more than enterprise teams with dedicated analysts and seven-figure media budgets. The challenge hasn’t been whether MMM works for SMBs; it’s been that every MMM tool on the market was built for Fortune 500 data science teams, not for a three-person…

A practical guide for business owners who need to know which marketing channels are actually working, which ones are getting too much credit, and where budget should move next.

A practical guide to ROAS optimization that looks beyond platform-reported revenue and focuses on marginal return, profit, and incremental growth.

Ad spend management is the discipline of allocating, monitoring, and optimizing your total paid media budget across all channels — not just tweaking individual campaigns in isolation. Most marketers manage spend at the campaign level; the best managers manage it at the portfolio level. Effective ad spend management means knowing which channels are driving revenue,…

Paid search vs social media ROI is not a universal question — the answer depends on your industry, margins, conversion intent, and what MMM reveals about your specific cross-channel dynamics. Paid search (Google, Bing) typically excels at capturing high-intent demand: customers actively searching for solutions, comparing options, or ready to buy. Social media (Meta, LinkedIn,…

Multi-channel ad spend optimization is the process of allocating your paid media budget across platforms — Google, Meta, LinkedIn, YouTube, TikTok — using cross-channel attribution data rather than platform-native reporting. The goal is simple: put more budget in channels that drive revenue, less in channels that don’t, with statistical confidence you aren’t chasing noise. The…

ROAS = Revenue from Ads / Cost of Ads. That is the complete ROAS formula. If you spend $5,000 on Google Ads and generate $20,000 in attributed revenue, your ROAS is 4:1 — meaning for every $1 spent, you earned $4 in revenue. But here’s where it gets complicated: the “Revenue from Ads” number is…

A simple 12-day content calendar for SMBs that need practical marketing content tied to customer questions, ad spend, and revenue decisions.