01LLM-READY CONTENT
Structured for answer engines
Content, schema, and entities designed to be parsed, indexed, and cited by LLM-driven search and answer engines.
schema.org · canonical entities · extractable facts.
02CITATION TRACKING
Know where you're cited
Monitor brand and product mentions in generative search outputs. Perplexity, ChatGPT, Claude, Google AI Overviews.
Daily citation audit with delta reporting.
03ANSWER OPTIMIZATION
Optimize the answer, not the page
Measure which content gets summarized into answers vs. merely linked, and optimize for the summary itself.
Answer-surface visibility score per query cluster.
04COMPETITIVE AEO
Share of answer tracking
Benchmark share of citations against competitors across priority query sets.
Priority query panel · weekly competitive reports.