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Scaling without the crash: the +20-30% rule, vertical and horizontal vectors, unit-economics control at every step, and the signs your funnel hit its ceiling.

“Is a 300% ROAS good?” Nobody knows. At a 20% margin it’s a loss; at 60% it’s a gold mine. Until you’ve done the unit economics, every dashboard number is just a number: you don’t know your bid ceiling, how far you can scale, or which channel actually feeds the business. A media buyer who…

Offer approval crashed? Split the problem into traffic and offer in an hour with data: segment by geo, creative and source, run anti-fraud, and reconcile with the network.

In Search you compete with ads, in feeds with creatives — but in product ads the winner is decided by something invisible in the dashboard: the feed. Google Shopping in 2026 is essentially SEO for your product feed plus margin-based bidding: whoever has cleaner product data gets more relevant impressions, cheaper clicks and higher conversion….

Targeting has become the same for everyone: Meta’s and TikTok’s algorithms find the buyer themselves. One variable remains where you actually compete — ad creatives. They decide 70% of feed results: whether your banner stops the thumb, lands the offer in a second and a half, and gives a reason to believe. Everything else —…

A white-hat breakdown: why platforms ban on launch, rejection vs ban, what to check before you appeal, and how account hygiene keeps repeat blocks away.

Google has Performance Max, TikTok has Smart+, and Meta’s flagship AI loop is called Advantage+. The idea is the same: you hand the algorithm audiences, placements and creative combinations, and keep the signal, the creative and the guardrails. Those who understand this division of roles scale cheaper than manual setups; those who just “pressed the…

A systematic triage for a ROI crash: how to separate broken tracking, billing and offer issues from creative fatigue and shave in minutes – with an interactive diagnostic.

Not long ago the rule was simple: “broad is evil, build exact lists.” In 2026 that rule is obsolete: Google matches queries by meaning, not letters, and keyword match types have swapped roles. Broad match paired with smart bidding became the reach workhorse, exact became the control tool, and thousand-keyword lists turned into museum pieces….

“What bid should I set?” is a 2018 question. In 2026 almost nobody sets bids by hand: smart bidding runs the auction, and the real question is different — which goal to give it, what data to feed it, and how not to break the learning. Google Ads bidding strategies are today’s main profitability lever:…