AI Search & LLM Visibility
We build and operate your AI search and visibility function on monthly sprints. £3,000 to £8,000 a month, no minimum. The function covers Google AI Overviews, ChatGPT, Claude, Perplexity — and the traditional SEO surface that still feeds half the answers. The work is not an SEO checklist. We replace the visibility function — keyword research, content optimisation, schema, internal linking, LLM citation tracking — and run it under one operating layer on your infrastructure. Visibility moves from one channel to four, measured against the same revenue numbers as paid and content.
LLM citation
Getting cited inside ChatGPT, Claude, and Perplexity answers. The structural and semantic signals that make models pull your content into their responses.
Sub-clusterGEO / AEO
Generative Engine Optimisation and Answer Engine Optimisation — the practical playbook for being the source AI engines reach for, not just one of many.
Sub-clusterTraditional AI SEO
Google ranking still drives half the AI surface. Modern technical SEO, structured data, and content depth — under one operating layer with the rest of your visibility function.
Sub-clusterAI Overview ranking
Showing up inside Google's AI Overviews — the new layer between query and the ten blue links. Different signal weights, same revenue downstream.
Sub-clusterSEO was one channel. Now it is four — Google organic, AI Overviews, LLM citation, and answer engines. One team, one system, one sprint, measured against the same revenue numbers.
— AI Search thesisAI Search
ChatGPT SEO: How to Rank Inside ChatGPT (Not With It)
Most 'ChatGPT SEO' content is about using ChatGPT to do SEO. This is the inverse — making your content the kind of thing ChatGPT cites. Five patterns from six months tracking citations across 14 client engagements.
Read post: ChatGPT SEO: How to Rank Inside ChatGPT (Not With It)AI Search
LLM optimization: a practitioner’s guide
LLM optimization is pre-category but already measurable. Here are 7 specific structural patterns correlated with LLM citation, tested against real LLM responses.
Read post: LLM optimization: a practitioner’s guideAI Search
LLM visibility — what it is, why it matters, and how to measure it
LLM visibility is the measurable frequency with which your content gets cited by AI-powered search tools. Here is why it now matters for most marketing teams — and the four-layer methodology we use to track it systematically.
Read post: LLM visibility — what it is, why it matters, and how to measure itMarketing Operations
Why most AI marketing automation projects stall at month 3
Read Why most AI marketing automation projects stall at month 3Marketing Operations
The AI marketing operations playbook that's built for reality
Read The AI marketing operations playbook that's built for realityContent Strategy
ReadAttribution
ReadMarketing Operations
AI marketing automation and the central hub for unified system thinking.
Explore Marketing OperationsContent Strategy
AI content production at scale, with quality and brand voice as constraints.
Explore Content StrategyAttribution
Server-side tracking, multi-touch attribution, and the models that survive iOS and GA4 changes.
Explore AttributionAI Models
Comparing Claude, ChatGPT, Gemini and others — and picking the right model for each marketing job we run for clients.
Explore AI ModelsBook a discovery call
Sixty minutes. No slide deck. We tell you which sprint tier fits and when visibility starts shipping.
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