Things are rarely as simple as the dashboard makes them look.
Observed symptoms.
Traffic drops.
Pages disappear.
Markets behave differently.
A migration goes live and something never quite comes back.
The tempting part is naming the problem quickly.
I'm more interested in what actually happened.
Search, systems & digital investigation.
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Traffic drops.
The interesting part is rarely one element.
It's what happens between them.
URLs
Architecture
Language
Markets
Internal links
Data
Technology
Search problems move through URLs, architecture, language, markets, internal links, data and technology. Looking at one piece in isolation can make a neat explanation. It does not always make the right one.
The problem rarely stays in its lane.
Search connects to websites, markets, users, content, data and technology. Following the problem sometimes means leaving the original label behind.
- Search
- Website
- Markets
- Users / Content
- Data
- Technology / Automation
I started in marketing. The problems kept getting more technical.
Search led to websites. Websites led to architecture, markets, data and automation. Lately, some of those questions lead to AI-mediated discovery.
I kept following them.
I'm Vera Rocha. I work across technical search, international websites and the systems around them.
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What actually happened.
The finished answer is usually the least interesting part. These are problems I've worked through: what we knew at the beginning, what the evidence changed, what I did, what I could validate — and what remained uncertain.
Read the 30-second version →
- Problem
- Spain Internship moved to a new multilingual site. More than 2,000 historical URLs across six languages needed a defined destination.
- Question
- Which old URLs still mattered, and where should each one go, without redirect chains, loops or jumps between languages?
- System
- Historical URLs · localised slugs · redirects · sitemaps · vacancy records
- Evidence status
- Aug 2026
I diagnosed the URL problems in Spain Internship's multilingual migration, specified the redirect and URL architecture, and implemented it through AI-assisted development in Lovable. All 198 historical vacancy redirects in my specification appear exactly in the site's source code.
Go underneath ↓
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
- Public case facts are omitted until approved evidence exists.
A site loses organic visibility after an international migration.
Hreflang is an obvious place to look.
Hreflang remains a plausible first look, then becomes one node among redirects, canonicals, internal links, sitemaps, URL structure and language relationships.
- Hreflang
- redirects
- Canonicals
- Internal links
- Sitemaps
- URL structure
- Language relationships
The useful question isn't which box owns the problem.
It's how the pieces are behaving together.
This is a conceptual demonstration of the investigation model, not a historical case study.
Simple explanations can lead to expensive decisions.
I investigate what's actually happening before deciding what should change.
You probably don't need to know what the service is called.
Tell me what's happening.
We migrated. Organic performance never really came back.
Before changing more things, let's understand what changed.
We're operating across several markets and nobody fully trusts the international setup anymore.
Let's separate localisation problems from search problems from architecture problems.
Search engines are indexing URLs we didn't expect them to find.
That's usually a system question before it's a ranking question.
We're being asked about AI visibility, but we're not sure what is measurable yet.
First: what can we actually observe?
Those problems may lead through technical SEO, international architecture, migrations, analytics, automation or emerging discovery systems. The route depends on what we find.
- Technical SEO
- International SEO
- Search Migrations
- Analytics & Automation
- AI-mediated Discovery
A method for getting past the symptom.
Diagnose
Understand the real problem before prescribing the fix.
Design
Turn what we know into a clear plan across the system.
Implement
Make the change with enough detail that the strategy survives contact with the website.
Validate
Check what changed, what didn't and what the evidence supports next.
Diagnose → Design → Implement → Validate ↺
Things worth writing down before they become conclusions.
Observations, investigations and unresolved questions from search, websites and the systems around them.
Nothing published here yet.
- OBSERVATION
- INVESTIGATION
- SYSTEM NOTE
- EXPERIMENT
- UNRESOLVED
Temporary editorial placeholder.
I have a habit of following questions past the point where they stop belonging to my job description.
That's more or less how marketing turned into search, search into websites, and websites into technical systems, data and automation.
I like understanding how things connect. I like finding the point where the explanation stops making sense. And I like leaving a system easier to reason about than I found it.
One question kept leading to another.
MSc Marketing
University of Maia
The Student Mobility Group
Leadhackers
SEO Specialist
SEARCH
INTERNATIONAL WEBSITES
WEB SYSTEMS / ARCHITECTURE
ANALYTICS
AUTOMATION
UNDERNEATH /
Technical Growth & Search Systems
Search, systems & digital investigation.
If you're here for the 30-second version, I made one.
- Identity
- Vera Rocha
Technical Growth & Search Systems - Territory
- Search, systems & digital investigation.
- Location
- Portugal → working internationally.
- Contact
- ContactLinkedIn ↗
- Technical SEO
- International SEO
- Search Migrations
- Analytics & Automation
- AI-mediated Discovery
Bring me a problem.
The messy version is fine.
You don't need to diagnose it before you contact me.
It can start with search, a website, a brand, a market, a number that doesn't make sense — or something harder to name.