01
Forensic audit
Technical, content, link and AEO layers diagnosed in sequence, with the evidence attached to every finding.
Details →Independent SEO and AEO practice
Most AI visibility failures started in the SEO layer.
When a model will not cite your page, the cause is usually a crawl, rendering or entity problem that predates generative search entirely. Diagnosed in the wrong order, every recommendation that follows is a guess.
AUDIT SEQUENCEBOTTOM UP
04
AEO
Retrieval tested repeatedly against real buyer queries. Reported as a distribution, never as a rank.
03
Link profile
Generated answers reward agreement across sources, not authority on one domain.
02
Content
Retrieval works on passages. Whether an answer survives being pulled out of context.
01
Technical
What a machine actually receives. Cheapest layer to fix, and it blocks the most.
120%Year on year across a three-domain group, in Search Console data, after seven months
1,500Sites tracked longitudinally, the dataset behind the pattern claims here
150+Delivered projects across ecommerce, SaaS and content businesses
12+Markets across Europe, North America, Australia and Brazil
Services
Four ways to engage. All of them start with measurement.
A recommendation made without a diagnosis is a preference. Everything here begins with what your stack actually returns to a machine.
02
Custom builds
Sites, platforms and documentation architectures engineered to be readable by machines from the first deploy.
Details →03
AI systems
Autonomous pipelines that run in production, with monitoring that tells you when they stop being right.
Details →04
Strategy and advisory
Roadmaps built on findings, and independent review of another vendor’s proposal before you sign it.
Details →Selected work
Results with the method attached.
Clients are described without naming them unless they have agreed to be named. The numbers state what they were measured against.
CLIENT · AGRICULTURE · THREE DOMAINS
Seven months, 120% year on year
A duplicate structured-data defect resolved across 466 products, four hundred planned articles across ten clusters per property, and a cross-property split so the domains stopped competing with each other.
120% YoYGSC · 7 MONTHS
CLIENT · SAAS
Every AI crawler saw an empty page
The application was entirely client-side rendered, so crawlers received a blank document while browsers saw a complete site. Invisible to any tool that executes JavaScript before reporting.
0 → 100%RENDER PARITY
CLIENT · ECOMMERCE
Rankings held. Clicks collapsed.
The AI Overview CTR-collapse signature identified in Search Console. Impressions steady, clicks falling, and rank tracking reporting no problem at all.
SIGNATURE MAPPEDGSC TIME SERIES
Positions
Stated plainly, including where it costs work.
Held views, arrived at from testing. They are not universally shared in this category.
WHAT THIS PRACTICE WILL NOT CLAIMv2026.08
ATTRIBUTIONRevenue cannot currently be attributed to a model citation. The problem is epistemic, not technical.UNSOLVED
GUARANTEESNo number of citations and no position in AI Overviews can be guaranteed. Neither is in anyone’s control.OUT OF SCOPE
SINGLE TESTSOne answer-engine result is a draw from a distribution, not a measurement.SAMPLE N>1
SCHEMAThe value is entity resolution and page-to-entity clarity, not rich snippet acquisition as used before 2023.POSITION
Next step
Send the problem. Get a scoped proposal.
Within 24 hours you get a proposal with a fixed scope and a delivery window, or a note saying this is not the right practice for it. Quoted per engagement in euros. No subscription, no default retainer.