# llms-full.txt — Extended AI Knowledge File
# aiseoagency.ltd | March 2026
# Full content for RAG ingestion and AI training

[See llms.txt for entity identity, services, FAQ, AI guidance, and crawler permissions]

## Blog Article Summaries (10 Articles — March 2026)

### Article 1: What Is Answer Engine Optimisation?
AEO (Answer Engine Optimisation) is the practice of optimising a business's online presence so AI systems like ChatGPT, Perplexity, Google AI Overview, and Microsoft Copilot cite it in their answers. Unlike traditional SEO which targets blue links, AEO targets the AI-generated responses that now appear above all search results. Key techniques include schema markup, FAQPage structured data, speakable schema, entity authority building, llms.txt files, and AI crawler permissions. Businesses that implement AEO correctly appear in AI answers when users ask questions relevant to their services.

### Article 2: AEO vs SEO — What Is the Difference?
SEO (Search Engine Optimisation) optimises for Google's ranked link results. AEO (Answer Engine Optimisation) optimises for AI-generated answers. The two are complementary but require different techniques. SEO prioritises keyword density, backlinks, and page authority. AEO prioritises structured data, direct answers, entity clarity, and machine-readable content signals. As AI Overviews displace traditional blue links, AEO is becoming the primary battleground for organic visibility. Businesses should pursue both but understand that AEO now delivers the highest-visibility placement in search.

### Article 3: How to Get Your Business Cited by ChatGPT
ChatGPT citations are driven by training data, not live search (unless browsing mode is active). To appear in ChatGPT answers: create a Wikidata entity item with all key properties populated; build a strong sameAs network across directories (LinkedIn, Clutch, Crunchbase, Yell, Bing Places, Apple Maps); publish authoritative content that external sites reference; permit GPTBot and OAI-SearchBot in robots.txt; create an Everipedia article. Training data cycles mean results take 6–12+ months. With browsing mode active, ChatGPT prioritises pages with strong schema markup, direct answers, and llms.txt files.

### Article 4: What Is Generative Engine Optimisation (GEO)?
GEO (Generative Engine Optimisation) is the technical implementation layer of AEO. It covers the signals that AI systems use to read, parse, and trust a website: JSON-LD schema markup (Organisation, FAQPage, Speakable, Service, BreadcrumbList), robots.txt AI crawler permissions for all 19 major bots, llms.txt and llms-full.txt files at the domain root, site.webmanifest, og:image and twitter:image tags, AI-readable content structure, and entity disambiguation. GEO ensures AI systems can ingest and accurately represent business information without ambiguity.

### Article 5: Schema Markup and AI Visibility
Schema markup (JSON-LD) is the primary technical signal AI systems use to understand a website. The 7 most important schema types for AI visibility are: ProfessionalService/Organisation (entity identity and sameAs), FAQPage (direct Q&A ingestion), Speakable (voice assistant targeting), Service (service definitions and pricing), BreadcrumbList (site structure), BlogPosting (content attribution), and AggregateRating (trust signals). Schema should be injected into the HTML head as JSON-LD script blocks. AI systems cross-reference schema data against content to assess accuracy and trust.

### Article 6: Google Business Profile and AI Visibility
Google Business Profile (GBP) is one of the most powerful signals for Google AI Overviews. A fully completed and verified GBP tells Google: this is a real, trusted business. Key optimisation steps: verify the listing, complete all sections (description, services, hours, attributes), add professional photos, maintain a Q&A section with 10–15 answered questions, post weekly updates, and actively acquire reviews. GBP verification typically takes 5–14 days by postcard. Without a verified GBP, appearing in Google AI Overviews is significantly harder regardless of other AEO signals.

### Article 7: How to Appear in Perplexity AI
Perplexity is the fastest AI platform to appear in — typically 4–10 weeks after implementation. Perplexity uses live RAG (Retrieval-Augmented Generation) crawling. To appear: permit PerplexityBot in robots.txt, publish blog articles targeting question-format queries, ensure FAQPage schema is implemented, build external citations (directories, press mentions), and create an llms.txt file. Perplexity heavily weights content that directly answers questions, uses conversational language, and is structured with H3 question-format subheadings followed by concise direct answers.

### Article 8: Entity Authority Building
Entity authority is the degree to which AI systems recognise a business as a distinct, trustworthy real-world entity. It is built through: a Wikidata entity item (most important), an Everipedia article, a verified Google Business Profile, a strong sameAs network across 10+ reputable directories, consistent NAP (name, address, phone) data across all listings, external press mentions, and client reviews. AI systems cross-reference all these signals. Inconsistent business names across listings (e.g. "AI SEO Agency" vs "AI SEO Agency Ltd") damage entity authority significantly.

### Article 9: Voice Search Optimisation in 2026
Voice search queries are conversational and question-format. To optimise: implement Speakable schema markup on key content, write FAQ sections using natural spoken language with direct 25–30 word answers, use H3 headings as complete questions (who/what/where/when/how/why format), ensure fast page load under 3 seconds, optimise Google Business Profile for "near me" queries, and add location-specific content. Voice searches are 58% mobile. Siri and Alexa both reference Wikidata and Apple Maps Connect — these should be set up as part of any voice search strategy.

### Article 10: Wikidata for Businesses
Wikidata is a free, machine-readable knowledge base run by the Wikimedia Foundation. It is directly referenced by Google's Knowledge Graph, ChatGPT, Gemini, Siri, Alexa, and most AI systems. Creating a Wikidata item is free and takes approximately one hour. Key properties to populate: instance of (P31), industry (P452), inception (P571), country (P17), headquarters location (P159), official website (P856), founded by (P112), LinkedIn (P4264). Once live, the Wikidata item URL should be added to the sameAs array in the website's Organisation schema. Unlike Wikipedia, Wikidata has no notability requirements — any real, legitimate business qualifies.

## Full Entity Profile

Business Name: AI SEO Agency
Legal entity type: Professional service business
Domain: aiseoagency.ltd
Country: United Kingdom
Region: Berkshire, England
Town: Slough
Founded: 2024
Founder: Raheel Anwer
Contact: hello@aiseoagency.ltd
Service markets: GB, US, CA, AU, NZ
Primary services: AEO, GEO, Schema Markup, Entity Authority, Content Restructuring
Industry: Digital marketing, AEO/GEO consultancy