Academy lesson
Measuring in the field
Measuring in the field is a core piece of Core Web Vitals. This lesson explains what it is, why it matters for Shopify merchants, and how to approach it without wasting effort.
13 min
OpenAll case studies
Northwind Apparel · Apparel
Rebuilding a scaling apparel brand around organic search
Northwind Apparel had strong paid performance but plateaued organic traffic despite a growing product catalog. Category and collection pages were thin and inconsistently linked.
Reference build — illustrative brand
- Platform
- Shopify
- Industry
- Apparel
- Stage
- Scaling Brand
- Size
- Mid-market
- Timeline
- 16 weeks
- Challenge
- Low organic visibility
- Goal
- Improve SEO
- Services delivered
- seodevelopmentanalytics
01Overview
Business background
Audience
Direct-to-consumer shoppers aged 25–45 across North America.
Model
Shopify Plus, single storefront, seasonal drops with an evergreen core.
Market
Competitive mid-market apparel with strong branded search but weak category authority.
Objectives
- Reduce blended CAC over four quarters
- Establish collection pages as consistent revenue drivers
02What was holding growth back
The challenge
Flat category architecture
Collections were built ad-hoc per drop, with no consistent template, breadcrumbs, or internal linking pattern.
Thin metadata and duplicate content
Title tags followed a single template. Similar collections competed for the same query.
No measurement of organic performance
GA4 events were partially configured. Attribution to organic landing pages was unclear.
03The insight
Discovery & analysis
What we reviewed
- Site structure and internal linking
- Metadata across 400+ products and 60 collections
- GA4 configuration and Search Console coverage
- Historic performance by landing page
Key findings
- Roughly 40% of collections had no unique intro content
- Internal linking was concentrated in the main navigation only
- Structured data was missing on product and collection pages
Business priorities
- Fix category IA before adding new content
- Rebuild metadata templates per collection archetype
- Instrument measurement before scaling
04Guided by the Orbit Growth OS
The approach
- 1Discover
Business & catalog framing
Mapped collections to demand clusters and defined the collection archetypes.
- 2Audit
Technical & content audit
Reviewed crawlability, indexing, metadata, and internal linking.
- 3Analyze
Opportunity sizing
Ranked collections by search volume, current position, and conversion potential.
- 4Prioritize
Sequenced roadmap
Grouped work into an IA sprint, a metadata sprint, and a content sprint.
- 5Implement
Template & content build
Rebuilt collection templates and rolled out unique intros for priority collections.
- 6Measure
Instrument & baseline
Configured GA4 events, Search Console segments, and a weekly organic dashboard.
05What we built
The experience
SEO
New collection template with intro content, breadcrumb schema, and consistent metadata patterns.
Development
Theme changes to expose curated internal linking blocks and structured data.
Analytics
GA4 event coverage for landing → product → cart, Search Console → BigQuery pipeline.
06Described honestly
Outcomes
Non-branded organic sessions
Meaningful uplift
Measured across the 12 priority collections vs. same period prior year.
Collection pages ranking on page 1
Notable expansion
Tracked in Search Console for target query set.
Paid dependency
Reduced
Blended CAC improved as organic share of sessions grew.
Metrics are described qualitatively to avoid overstatement. Exact figures are shared under NDA with prospective clients where appropriate.
“Orbit gave us a system, not a list of tasks. We now have a clear way to launch collections that pull their own weight.”
07Takeaways you can apply
What changed
- 01
Category architecture compounds. Fix structure before scaling content.
- 02
One collection template is easier to iterate than sixty bespoke pages.
- 03
You cannot improve what you do not measure — instrument before optimizing.
08Your next step
Related resources
Growth Intelligence
Website Health
Growth Planning
How this connects
Related services
Common questions
Frequently asked questions
How long did the SEO work take to show impact?+
Meaningful movement typically appears 8–12 weeks after implementation for competitive queries. Instrumentation was in place from week 3.
Was existing content rewritten or removed?+
We consolidated a small number of overlapping collections and rewrote priority intros. Most content was preserved and improved in place.
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