Commerce journey audit · 28 August 2026

Blue shirt purchase journey

Three shirts. One cart. Checkout to payment. The journey completed cleanly, but high-intent shoppers are being sent in the wrong direction before they buy.

The basket

Three genuinely blue shirts

Start here

Three changes with the clearest upside

Ranked by expected business impact against implementation effort.

01 Confirmed

Teach the site what blue means

“Blue shirt” puts a sage green Patagonia top first because the manufacturer colour contains the word blue. The same data rule puts green products inside the Blue category filter.

Evidence
70 of 210 men’s tops are tagged Blue; the first search result is green.
Business outcome
Better conversion on high-intent colour searches and fewer colour-related returns.
Effort
Medium · merchandising data with engineering support
See the “Blue Sage” evidence

02 Confirmed

Give filtered views a real address

Colour selections live after a hash in the address. Search engines cannot index that state and shared links expose an unreadable technical string.

Evidence
The Men’s Tops → Blue state is a client-side fragment, not a crawlable page.
Business outcome
Organic visibility for high-intent terms such as “men’s blue shirts NZ”.
Effort
Medium–high · engineering

03 Confirmed

Fix shared-link titles everywhere

Double-escaped social titles publish raw web code such as & and ' when products are shared. One theme-tag correction improves every organic share and paid social advert.

Evidence
The home page and Cotopaxi shirt both publish double-escaped social metadata.
Business outcome
Cleaner, more trustworthy previews across Facebook, Instagram, WhatsApp and Slack.
Effort
Low · theme sharing-tag correction

Complete opportunity map

All 18 findings, ranked

Confidence distinguishes repeated observed facts from a single timed observation.

RankAreaObservationImpactEffortConfidence
01Search & filterGreen garments are returned as blue because vendor colour names drive shopper-facing colour.HighMediumConfirmed
02FindabilityFiltered collection states use hash fragments, so they are neither crawlable nor cleanly shareable.HighMed–highConfirmed
03Social sharingDouble-escaped social titles expose raw web code in shared links and paid social previews.HighLowConfirmed
04CartNo recommendations appear in the cart drawer or cart page.HighLowConfirmed
05TrackingMeta Pixel reports conflicting versions on a live product page.HighLowConfirmed
06ReliabilityOne product page produced 8 JavaScript errors and 7 warnings, including failed wishlist and monitoring calls.HighLow–medConfirmed
07CatalogueDifferent colours of the same shirt are separate, unlinked products.Med–highMediumConfirmed
08SpeedMen’s Tops made 433 requests to 37 outside hosts and completed at 8.6 seconds on a warm cache.Med–highMed–highConfirmed
09TrustOnly 2 of 5 sampled products had any reviews.MediumLowConfirmed
10Search relevance“Blue shirt” returned 21 results, including 4 women’s products; the first result was women’s.MediumMediumConfirmed
11CheckoutAddress suggestions still triggered an incorrect “add a house number” warning.MediumLowConfirmed
12CheckoutThe signature choice has no default and sits beneath roughly 90 words of liability copy.MediumLowConfirmed
13FiltersColour is the sixth filter group, inside a separately scrolling panel.MediumLowConfirmed
14Page structurePages without a main heading include Home, Brands and Contact. Screen readers and search engines receive no single page topic; 84 KB of tracking script before the title also hides it from short-read tools.MediumLowConfirmed
15MobileThe first product begins 592px down an 874px screen: 68% of the first view is interface chrome.MediumLow–medConfirmed
16Product pageBrand colour names lack a plain shopper-facing colour label.Low–medLowConfirmed
17Product pageThe breadcrumb displays a literal ellipsis instead of its middle step.LowLowConfirmed
18SearchSearch-dropdown images appeared blank, then loaded after roughly 4 seconds in one run.Low–medMediumLikely

Measured evidence

The page is carrying too much kit

433requests on Men’s Tops
37outside hosts contacted
8.6sfully loaded, warm cache
111scripts on one product page

These are observed browser measurements, not synthetic lab scores. The audit did not estimate conversion or revenue impact.

Protect the good parts

What already works

Method & boundaries

A real journey, stopped safely

An anonymous desktop shopper used both navigation and search, selected three separate products in size Small, and proceeded through guest checkout to the payment step. No card details were entered and no order was placed. Mobile was spot-checked at 402 × 874. Signed-in accounts, click and collect, returns and post-payment screens were out of scope.