Once the launchpad is live, development continues in a repeating cycle. In the method's description of continuous improvement, each sprint is planned around one focus metric, and the ideas most likely to move it go into a time-boxed build. The team then learns from the experiments and the data, and shares the lessons with marketing, sales and service.
Lean Labs' program shows how one team fills in that cycle. A sprint opens with a look at where buyers get stuck, drawing on page analytics, form results, CRM records and what sales is hearing. The fixes are then ranked by their likely effect on pipeline, by how confident the team is in them, and by the effort they take.
Not every change needs a split test. A broken form gets fixed. A test is for the case where two reasonable versions compete and you want to compare them on live traffic.
HubSpot's page A/B test, available on Content Hub Professional and Enterprise, shows two versions of a page at one URL to half the visitors each. HubSpot recommends changing one variable at a time, which makes a difference between the versions easier to interpret.
A test doesn't always finish inside a sprint. How long it takes depends on the page's traffic, on how far apart the two versions perform, and on how the test is set up. So a test can keep running into a later sprint while other work continues.
Analytics show where visitors leave a page and don't show why. Investigate the reason before you choose the change, with interviews, usability sessions or what the sales team is hearing. We go further into this in turning user insights into hypotheses and experiments.