Practical thinking on data, growth, and marketing — from the team behind the dashboards.
Speed scores are easy to chase and easy to waste a quarter on. Only a few of the metrics in a Lighthouse report have a mechanical link to conversion — and the fixes for those are rarely the ones the report puts first.
RFM sorts your list into buckets that describe value but say nothing about intent. The segments worth building are the ones that change the message — and most brands have the data for them already.
Most free shipping thresholds are set at a round number slightly above AOV and never revisited. The threshold is one of the few levers that moves basket size and margin at the same time — in opposite directions if you set it wrong.
Listing your full catalogue on Blinkit or Zepto looks like more shelf space. On a 10-minute platform it usually buys slower stock turns, weaker search rank, and a margin structure that quietly stops working.
Attribution tells you which channel got credit. A geo holdout tells you what would have happened without the spend. It's the closest thing D2C brands have to a controlled experiment on their own media.
Open rates didn't drop because the copy got worse. Sending reputation is earned per-domain and lost gradually — and most deliverability problems trace back to list practices nobody thought were aggressive.
Quality Score is widely dismissed as a vanity diagnostic now that bidding is automated. It still governs what you pay per click and whether you show at all — but only three of its components are worth acting on.
Most brands run out of content because they treat every post as a new production. Repurposing isn't reposting the same asset everywhere — it's planning a shoot so it yields a month of distinct posts.
Losing the Buy Box removes most of a listing's sales overnight, and the usual reaction is to cut price. Price is only one input — and often not the one costing you the box.
Marketing says the leads are good. Sales says they're not. Both are usually right, because nobody wrote down what a qualified lead is or how fast it has to be worked. Here's the agreement that ends the argument.
A meaningful share of subscription cancellations are cards that expired, not customers who left. Involuntary churn is the cheapest retention win available — and most brands never separate it from the real thing.
Most underperforming video ads aren't bad ads — they're good ads nobody watched past the opening frame. The hook is a separate craft from the rest of the creative, and it can be tested independently.
