Client
How a UK adult retailer became the #1 ChatGPT recommendation in their category in 30 days.
A specialist UK adult retailer had no AI presence and a brand-name confusion problem in a category with significant noise. Within 30 days the brand was named #1 on ChatGPT for its category, with daily AI mentions up 87% and clean recognition across Grok, Perplexity and Copilot. Most agencies won't take this category. The work isn't different to mainstream eCommerce, only the trust signals matter more.
Real brand. Real products. AI couldn't tell them apart from the noise.
The official UK store for the brand had a real product line, a real audience, and a real customer base. The problem was disambiguation. The category had heavy noise around the brand name: knockoffs, dropshippers, lookalikes, generic listings. AI platforms didn't know which site was the official store and tended to refuse to recommend anything in the category at all.
When we ran a starting audit, no major AI platform returned the brand by name. ChatGPT, Gemini, Perplexity, Copilot and Google AI Overviews either returned a generic non-answer or routed to a competitor. The site had no structured entity, no clear knowledge graph footprint, no signals telling AI which retailer was the official one. Standard SEO was running into category-specific friction. Most search engines and AI platforms apply additional trust filters in restricted niches, and the brand was failing those filters by default.
Our task was specific. Build unambiguous entity signals that established the brand as the official UK store, then build the content depth, citation profile, and PR footprint that gave AI platforms enough trust to recommend the brand above the noise.
Discover, Authority, Command.
The engagement combined all three of our ongoing tiers. Discover built the entity foundations and disambiguation signals. Authority delivered the page restructure, content depth and citation profile that moved the brand from invisible to recommended. Command kept the brand at #1 through active PR placements, monthly tracking, and AI visibility software across all five platforms.
Established a clear brand entity.
The first problem was disambiguation. AI was confused about who the official brand was in a category with significant noise around the product name. Discover built an unambiguous entity foundation that gave every AI model consistent, authoritative signals.
- Organisation schema with full brand and product entity mapping
- llms.txt defining brand, products, materials, safety attributes and locations
- Knowledge graph foundations mapping brand to category to product type
- Normalised brand identity across all digital platforms
- Official UK store status clearly signalled, eliminating AI ambiguity
- Key page rewrite in an answer-first format optimised for AI extraction
- 10-page audit deck setting the priority work for the Authority and Command retainers
Built the highest-trust presence in category.
In a restricted niche, trust signals matter more than in mainstream categories. Authority built the content depth, page structure and external citation footprint that made AI confident in recommending the official store.
- Safety-first product pages optimised for AI reasoning and trust signals
- Category pages explaining product types, materials and uses for LLM indexing
- Publicly verifiable information surfaced for AI: shipping, location, safety guarantees
- JSON-LD schema matched to recognised eCommerce and material ontologies
- Two AI-ready page upgrades per month restructuring category pages
- Six expert articles per month addressing real buying-intent queries
- Three high-authority citations per month from credible publications
- Author and brand schema maintenance reinforcing E-E-A-T signals
- Cannibalisation audit consolidating competing pages into clear authority topics
Held #1 position with active management.
AI visibility isn't set-and-forget. Model retraining cycles, competitor activity and new platform launches require ongoing monitoring to protect market position. Command added scaled content, active PR, review signals, and AI visibility tracking software to keep the brand ahead of competitors.
- Five AI-ready page upgrades per month total
- Ten expert articles per month total addressing emerging queries
- Five high-authority citations per month in category-relevant publications
- Active review and reputation signal management
- AI visibility tracking software monitoring citations across all 5 platforms month over month
- Quarterly business review aligned with product launches and competitor activity
- Citation accuracy monitoring with early warning when rivals gain traction
Press placements through the Command tier
Restricted niches don't lock brands out of AI search. The trust signals just have to be cleaner. The category competition is often weaker than mainstream, which makes the work faster, not harder.
Book a CallRecommendations across every platform we tested.
Each of the screenshots below is reproducible. Open any of the platforms and ask the same buying query. The brand still returns as the recommendation.
ChatGPT
Brand named as the #1 UK recommendation in category with product images, trust signals, and full reasoning.
Grok
Listed as the leading UK retailer with clear product advantages highlighted.
Perplexity
Cited prominently for category buying queries.
Copilot
Listed in best UK shops results for the category.
