Optimise content for AI-generated answers, AI Overviews, and LLM citations. Covers GEO, AEO, LLMO visibility audits, citation patterns, and schema for AI.
Marketing use cases
AI Citation Audit
Audit which of your pages are currently cited by major AI platforms and identify the structural gaps preventing citation on priority topics.
Content Citation Optimisation
Rewrite or restructure existing content to match the citation patterns preferred by LLMs — source authority, directness, and factual density.
AI Overview Targeting
Identify queries where your content could appear in Google AI Overviews and optimise the page structure to win featured placement.
Schema Markup for AI
Implement FAQ, HowTo, and Speakable schema to make your content more parseable by AI answer engines.
Platform-specific Optimisation
Tailor content strategies for each AI platform — Perplexity favours freshness, Claude favours depth, ChatGPT favours structure.
GEO Monitoring Setup
Build a repeatable process for tracking your brand's share of AI-generated answers across query categories.
Example prompts
GEO audit
Audit [URL] for GEO readiness — check citation signals, content structure, authority markers, and schema. Give me a prioritised fix list.
Citation optimisation
Rewrite this section of [URL] to be more likely to be cited by AI answer engines. Focus on directness, factual density, and source clarity.
AI Overview strategy
I want to appear in Google AI Overviews for the query "[query]". What changes should I make to [URL] to maximise my chances?
GEO tracking
Help me build a monitoring system to track how often [brand/domain] is cited by ChatGPT, Claude, and Perplexity for our top 20 queries.




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