Practical thinking on data, growth, and marketing — from the team behind the dashboards.
Meta's algorithm gets credited or blamed for outcomes it didn't fully control. The campaign structure, cost controls, audience definitions, and creative supply you set are the actual constraints it optimises inside — and they're where the real strategy lives.
Most media budgets are set monthly and spent in a rhythm the platforms actively punish — front-loaded, then throttled, then dumped in the final week. The calendar is an accounting artefact, not a demand curve.
Retention programmes usually get measured on repeat rate and LTV, both of which take months to move and months to read. Second-purchase rate moves faster, reads cleaner, and tells you most of what the others will say later.
The mobile menu is usually a collapsed copy of the desktop one, built to reflect the catalogue rather than how people shop. It's among the highest-traffic elements on the site and the least tested.
Video gets the budget because platforms reward it and agencies price it. There are specific placements and specific products where a well-built static outperforms it — and it costs a fraction to test.
Sponsored Products harvests demand that already exists. DSP tries to create it. Moving budget between them is one of the most commonly mistimed decisions in marketplace advertising.
B2B content is usually written for the person who fills in the form. The deal is decided by four other people who never visit your site — and the champion has to sell it to them without you in the room.
Send more and revenue goes up, until it doesn't. The ceiling isn't a number you can copy from another brand — but it is measurable, and the metric most teams watch will find it far too late.
Server-side tagging is sold as the answer to signal loss. It genuinely recovers some measurement and genuinely doesn't recover the rest — and the difference decides whether it's worth the infrastructure.
More reviews and a higher star rating look like an unambiguous win. Past a threshold they stop moving conversion, and the specific reviews you surface start mattering more than the average you display.
Interest targeting hasn't stopped working, but it stopped doing what most advertisers think it does. The real control moved to the creative and the conversion signal — and that changes how you structure an account.
Blinkit, Zepto, and Instamart sell placements that look like Amazon's and behave differently. The distinction that matters isn't the format name — it's whether the placement is fighting for a search you already rank for.
