The method · field work
Field work, not guesswork.
Every engagement runs on the same documented process: map the engines, diagnose why competitors get named, build the signals that get you cited, and make that authority durable.
How an audit runs.
Build the prompt set
We assemble the real buyer prompts for your category: shortlists, comparisons, alternatives-to, and the reputation questions that decide deals.
Run the engines
Every prompt across ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews, with the answers and the sources captured verbatim.
Trace the citations
We map which pages the engines actually lean on in your category: review sites, comparisons, docs, communities, and where your entry points are.
Diagnose what blocks you
A prioritised read of why competitors are named and you are not: entity gaps, missing citations, structured-data fixes, the comparison pages that matter most.
Build the signals
We do the work: authority and citations earned, presence placed in the sources, entity made legible, content made quotable, in priority order.
Re-run and establish
Same prompts, same engines, weeks later. The shift in your share of the answer is the report. Then we keep the authority durable as the models evolve.
No jargon wall, no vanity score. You get a clear picture of where AI places you against competitors, why, and the exact work, in order, that moves you into the answer.
Start with the diagnosis.
Know exactly where you stand before anything begins. We reply within one business day.
Get mentioned. For certain.