Search isn't ten blue links anymore. We make sure ChatGPT, Perplexity, Gemini, Claude and Google's AI Overviews recommend you by name — with citations, context and confidence.
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B2B buyers are skipping the SERP. They're asking an assistant for a shortlist — and the assistant answers in three sentences with two brand names. If you're not one of them, you're invisible. Generative Engine Optimization (GEO) is the new ground game.
We treat AI engines as a distinct surface, with their own ranking signals, content shape, citation logic and feedback loops — not a side-effect of your SEO stack.
A repeatable operating system for generative search — built on the same content rigour that ranks our clients in Google, retuned for how language models retrieve, weigh and quote sources.
We probe every model with hundreds of buyer-intent prompts and score where you appear, where you don't, and which competitors own the answer.
Source-grade pages: structured claims, citable stats, schema, entity hooks, FAQ shape. The exact things models reach for when they generate an answer.
Models trust what other trusted sites say about you. We seed mentions, reviews, listings and PR in the exact places LLMs scrape and weight.
Weekly visibility scores per model, per prompt cluster. We see drift, find the gap, ship the fix — before your CMO asks why a competitor was named instead.
The Munro AI Visibility Score blends mention rate, citation rank, sentiment and share-of-voice across the major engines. One dashboard. Updated weekly. Compared against the three competitors you actually care about.
A 200-prompt diagnostic across every major engine, scored against your top three competitors. Comes with a 90-day fix plan.
Pillar pages, comparison guides and statistic-rich research designed for retrieval and citation, not just rankings.
Mentions, reviews and listings on the exact corpora that ChatGPT, Claude and Gemini actually trust.
llms.txt, structured data, canonical entity profiles, fast crawlable answers. The plumbing models need to choose you.
The Munro AI Score, weekly. Per engine. Per cluster. With diffs, alerts and a Slack-friendly digest.
An embedded specialist running your generative-search programme alongside your in-house marketing team.
“Ranking on Google is table stakes. Being named by an AI is the new front page — and it's a quieter, fiercer fight.”
Free 30-minute call. We'll show you a live audit of your top 20 buyer prompts, where you appear, and the three competitors eating your share-of-answer.
Book my AI auditNo deck. No pitch. Just your numbers.