Work
Results with the method attached.
Client engagements are described without naming the client unless the client has agreed to be named. The numbers state what they were measured against.
Case files
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, a cross-property split so the domains stopped competing, and a Search Console tracking system the client operates themselves. An analytics defect corrupting item-level ecommerce metrics was found during the work and flagged before it affected another quarter of reporting.
CLIENT · SAAS
Every AI crawler saw an empty page
An LLM optimisation audit found the entire application was client-side rendered with no server-side rendering or static generation. Every AI crawler received an effectively empty document while browsers saw a complete site. Delivered as a rendering punch list, a corrected robots configuration and an enriched machine-readable feed.
CLIENT · ECOMMERCE
Rankings held. Clicks collapsed.
Search Console analysis surfaced the CTR-collapse signature that appears when AI Overviews take the answer above a result that still holds its position. Delivered with an AEO audit and a rebuilt homepage structure targeting extractable passage-level answers.
CLIENT · CONTENT PLATFORM
AEO bridge architecture
A bridge architecture connecting existing commercial pages to answer-shaped entry points, plus six months of Search Console analysis and reporting through the change.
BUILD · CLOUDFLARE WORKERS
Citation generation pipeline
A production pipeline with three operating modes and a fallback path. Server-side quality scanner with hallucination detection, puffery detection and a self-correcting retry loop.
BUILD · MULTI-AGENT
Twelve-agent content pipeline
Sequential twelve-agent pipeline, each agent one task: input analysis, research, draft, article, chunk restructuring with question-shaped headings, metadata, structured data, humanising, semantic distance check, audit, publish. JSON handoffs throughout.
BUILD · SIX VERTICALS
AI Employee Network
Six trade-vertical deployments of a single AI operations platform across HVAC, electrical, plumbing, pool service, solar and roofing, including voice agent integration and field service handoff.
OWN INFRASTRUCTURE
Live autonomous data platforms
Several platforms built and operated on Workers with KV and D1: a real-time conflict tracker with five-parameter deduplication on a two-hour cron, a geopolitical risk index with published scoring methodology, a zoonotic surveillance dashboard, and a live commodity tracker.
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.