Insights
How paid media actually works
Plain answers to the questions founders and marketing leads ask before they spend: what campaigns cost, how platforms decide what to show, and which numbers are worth watching. No jargon, no case-study theatre.
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Email Marketing
How Apple Mail Privacy Protection distorts email open rates and what to track instead
Apple's Mail Privacy Protection loads tracking pixels automatically, so open counts are not a reliable measure of who read a message. Here is which email metrics it breaks and which hold up.
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Google Ads
How Quality Score changes what you pay per click on Google Ads
Google says Quality Score itself isn't used in the auction. The quality signals behind it still decide who wins and what they pay.
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Email Marketing
How SPF, DKIM and DMARC decide whether a marketing email gets rejected
Gmail and Yahoo can now reject noncompliant bulk mail outright. Here is what each authentication record checks and why alignment decides delivery.
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Meta Ads
How the learning phase decides when a Meta Advantage+ campaign is ready
Meta says an ad set needs about 50 optimization events within a week to exit its learning phase, a rule that shapes how Advantage+ campaigns are built and funded.
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Google Ads
How Google Ads' Smart Bidding decides how much to bid in every auction
Smart Bidding sets a different bid for every auction using AI. Here is what data each strategy needs and what changed for budget-limited campaigns in 2026.