Why research comes before testing
Testing without research
is expensive guessing
with better instrumentation
A testing tool does not tell you what to test. Teams that skip research end up testing what is easy to imagine: headlines, button colours, hero images. Months later the programme has burned its traffic on trivial experiments while the actual conversion killers, an unconvincing proposition, a form that asks too much, a missing answer to the question every buyer has, sit untouched because nobody identified them.
Research is how you find the real problems. Quantitative analysis locates the leaks: which pages, which funnel steps, which devices and segments underperform. Qualitative work explains them: session recordings show the hesitation and the rage-clicks, surveys catch objections in the visitor’s own words, and interviews with recent buyers and with sales reveal what nearly stopped the deals that did close. The synthesis of the two turns a vague conversion problem into a ranked list of specific, evidenced hypotheses.
For B2B, the sales team is a research goldmine that most CRO programmes ignore. Sales hears the confusion, the objections, and the "we almost went with someone else because we couldn’t find X on your site" stories every week. Structured interviews with sales, alongside won and lost buyers, consistently surface the highest-value fixes, and they cost nothing but an hour of conversation.
01You know conversion is too low, but every discussion about why is a battle of opinions with no evidence on the table
02Previous A/B tests were mostly inconclusive or trivial, a symptom of hypotheses generated from imagination rather than research
03Analytics shows exactly where visitors drop, and nobody can say why they drop there
04Sales regularly reports objections and confusion that the website could answer, but nothing systematic captures that intelligence
05A redesign or messaging refresh is planned, and the inputs so far are stakeholder preference rather than buyer evidence