METHODOLOGY
How We Build Citation Readiness.
AI visibility improves when technical structure, clear information and credible evidence work together. Our method connects all three.
Entity Mapping
We align brand, product and service information so AI systems encounter one clear, consistent identity.
Machine-Readable Content
We turn expertise into clear answers and accurate structured data so content can match relevant questions.
Citation Signal Building
We reinforce content and authority signals so the brand is better positioned for selection and citation.
Supportable Claims
We keep claims clear, supportable and consistent with the evidence—especially where accuracy and regulation matter.
We built our regulatory affairs practice first.
Our regulatory background brings added discipline to every AI visibility engagement: clear information, supportable claims and credible source signals, whatever the sector.
HOW WE WORK
A five-step approach to increasing AI visibility.
We assess how your brand appears, strengthen the information and source signals AI systems can use, and monitor selected responses over time.
- 01
Baseline AI-Visibility Audit
We measure how ChatGPT and Google AI currently describe — or fail to mention — your brand, and where your category's questions are being asked.
- 02
Entity & Knowledge-Graph Mapping
We align your brand, product and service information so AI systems encounter one consistent identity.
- 03
Content & Schema Optimisation
We turn expertise into clear answers and accurate structured data so content can match relevant questions.
- 04
Citation & Authority Building
We reinforce content and authority signals so the brand is better positioned for selection and citation.
- 05
Ongoing Monitoring & Reporting
We track your visibility across platforms over time and report how, and how accurately, AI is representing your brand.