Last updated June 2026
Known & Cited is a GEO consultancy. We measure how AI search engines (ChatGPT, Google AI Overviews and Perplexity) cite and recommend brands, then run the PR strategy that changes what they say.
A live snapshot of the businesses Known & Cited is measuring, from supplements to standards bodies, charcuterie to data centres. This is the breadth of who is asking the same question: is AI talking about us?
Every card is a real business with a real AVS engagement on the desk. All businesses on this page are anonymised. Sectors, markets, scope and findings are accurate to the latest brief on file. We are happy to discuss specifics under NDA.
A multi-market household-care brand running across two languages and two very different retail environments. We measure each market separately, because the AI answer a shopper gets in the UK is not the answer they get in Romania. Anonymised at the client's request until they are ready to be named.
An independent UK food-procurement specialist (a small, family-owned team) serving independent schools, multi-academy trusts, care homes, hospitals and hospitality. We measure how AI answers buyers asking who to trust with catering procurement, across procurement, foodservice consultancy and nutrition. A confirmed engagement, anonymised until they are ready to launch publicly.
A UK nutritional supplements brand recommended by nutritionists and healthcare professionals. We measured awareness-stage AI visibility across probiotics, omega 3s and vitamins and minerals, for both clinicians and consumers over 40, against five named competitors. Anonymised sits in the Cited band: AI knows them and names them, with clear room to push for the top.
A UK home-recovery and biohacking retailer. We measured AI visibility across saunas, hot tubs and red-light therapy, for biohackers, athletes managing training recovery, and people managing chronic conditions, against three named competitors. The question underneath: when someone asks AI for a home sauna, does the business get named at all?
A UK copywriting and content agency. We are measuring how AI engines recommend copywriting partners across three lines, copywriting, brand-voice development and content strategy, for the in-house marketing leads and SME founders weighing up who to hire. An agency measuring whether AI sends its own clients elsewhere.
A UK culture-marketing agency. We are measuring AI visibility across seven service lines, from experiential and creative to PR, social, content, partnerships and talent, for the mid-market marketing buyers choosing an agency partner, against four named rivals.
The global standards body behind data-centre category certifications. We are measuring whether AI names the business on the category questions that matter, certification, operational standards, designer accreditation, operational sustainability and its research, across owner-operators, enterprise CIOs, colocation and hyperscale buyers in the UK and US.
A laboratory-interoperability software business connecting diagnostic labs and their proficiency-testing data. We are scoping AI visibility across electronic results submission for US clinical labs, where the buyers are lab directors and quality leads choosing how to move regulated data.
A UK wearable health-tech company with a non-invasive bio-impedance sensor. We are measuring how AI frames the device across lactate monitoring, hydration and the wider wearable category, for performance-sports buyers and endurance athletes, against the lactate and sweat-sensor specialists it competes with.
A UK online secondary school. We are measuring consideration-stage AI visibility across full-time online schooling, GCSE and exam tutoring, and homeschool support, for the parents choosing an alternative to mainstream school, against six named competitors. Engagement runs via partner agency.
A UK voluntary-carbon-market business. We are measuring AI visibility across its three offers, a flagship credit product, paid Scope 1, 2 and 3 carbon accounting, and a free SME carbon calculator, for the ESG and finance buyers weighing up how to act on emissions.
A British artisan charcuterie producer, with its sister brand a sister brand. We measured AI visibility across its charcuterie ranges, gift hampers, courses and subscriptions, for both trade buyers and direct consumers, against three named UK rivals.
We measured provider-side AI visibility across international nurse recruitment, recruitment process outsourcing and workforce planning, for the buyers who decide where clinical staffing comes from, against named international staffing rivals.
We measured AI visibility across locum and permanent social work, SEN and adjacent social-care recruitment, for the local-authority workforce decision-makers choosing a staffing partner, against three named competitors.
We measured AI visibility for short-notice and emergency nursing supply across Scotland, Northern Ireland, the Republic of Ireland and England, including the sharp question of whether sister-brand citations interfere with its own when AI answers who to call at short notice.
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