For Shopify teams running tests without a ranked list of what to test
Stop guessing which fix to run next.
VASTA finds the constraint holding your conversion rate down, fixes it in bounded work, and shows what moved. You get a ranked leak map instead of a longer backlog, and evidence instead of another opinion.
How many of your last ten tests were worth running?
Not how many won. Whether the thing you tested was the thing costing you the most. Those are different questions, and most testing programs never separate them.
The backlog only grows
Every stakeholder has a fix. Nobody can rank them, so priority defaults to whoever asked most recently.
Wins do not compound
A test wins, the number moves, and six weeks later nobody can say whether it held or what it taught you.
Tests are chosen by convenience
The easiest thing to build gets tested first, which is rarely the thing costing the most.
Traffic keeps getting more expensive
Acquisition takes the blame while post-click friction stays unexamined.
Why best-practice lists fail
A test only pays for itself if it was worth running.
Fewer than one in three of our own experiments produces a win. That is not a confession, it is the arithmetic of testing, and it is why what you choose to test matters more than how many tests you run.
Best-practice lists are real. Add urgency, simplify checkout, show reviews. The problem is that they are true everywhere and therefore tell you nothing about your store.
Run them in the wrong order and you spend a quarter proving that a change nobody needed did not matter. The decision that determines the return is made before the test starts, when someone chooses what to test. That decision is what we sell.
How VASTA inspects
The buying path, in the order your customer walks it.
We review the revenue path end to end and rank what we find by how much it appears to be costing you, not by how easy it is to build.
- Traffic quality and buying intent
- Offer and message clarity
- Landing-page continuity from ad to page
- Product-page buying certainty
- Cart and checkout friction
- Speed and technical drag
- Analytics integrity
- Testing and learning velocity
- Post-purchase and lifecycle revenue
Every one of these is assessed on mobile first, because that is where most of your traffic decides.
Analytics integrity comes before test design, not after. A testing program built on broken tracking produces confident, wrong answers, and the confidence is the dangerous part.
Signals, in the order they earn their weight.
Behavioural. Session recordings and heatmaps for the path, not the highlight reel.
Quantitative. Funnel step conversion, device splits, landing-page continuity from ad through to cart.
Technical. Speed, mobile rendering, checkout mechanics, app conflicts.
Commercial. Offer structure, pricing presentation, what the buyer is actually being asked to decide.
Measurement. Whether the tracking can support the conclusion anyone wants to draw from it.
Prior tests. What you already ran, what it showed, and what it ruled out. Most teams have this and never reuse it.
Diagnose. Fix. Prove.
Diagnose.1 · Diagnose
Map the revenue path and rank the leaks by evidence and commercial weight, so the next fix is chosen by what it costs, not by who asked.
Fix.2 · Fix
If the evidence supports action, we prescribe the smallest set of meaningful changes. Usually two to four inside a bounded 21-day Profit Sprint.
Prove.3 · Prove
Every engagement closes with a proof pack: what changed, what moved, how it was measured, and what remains uncertain.