The audit showed our mobile checkout was losing buyers at the shipping calculator, not at payment. We had been rewriting PDP copy for weeks. One mild caution: you need clean exports ready, or the first week slips.
Client stories
Evidence from finished engagements
Notes from marketing leads, founders, and category managers who commissioned journey audits, cohort studies, affinity reviews, and visualization packs.
Discount-first cohorts looked healthy until Logicmatrixhub separated them from full-price entrants. Our loyalty budget moved toward the quieter segment that actually reordered.
The affinity matrices changed which looks we featured above the fold during the slow season. Not every recommendation fit our brand photoshoot calendar, but the ones we shipped lifted attach rate on core bottoms.
We finally had one set of path diagrams everyone argued from—agencies included. The speaker notes saved our quarterly review from dissolving into channel blame.
Extended story
A mid-size skincare brand near our Rama 3 office came in after a festive sale left conversion flat despite higher traffic. The journey reconstruction showed gift-set PDPs routing shoppers into a bundle builder that reset the cart. Within the audit window we mapped the broken path, quantified the affected sessions, and handed merchandising a two-week experiment plan. They restored the previous PDP template for gift sets and kept the bundle builder on a separate landing page. Reorder messages later used cohort notes from a follow-on study so win-backs spoke to first-SKU season rather than generic ‘we miss you’ copy.
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