type: faq

question: What is LLM Profiles and how does it help AEO?

answer: LLM Profiles is a public, versioned registry of JSON-LD profiles that standardize fields and validation so your content is AEO-ready and reliably parsed by AI—boosting eligibility for AI-based rich results and user reach.

topic: llmprofiles AEO AI-rich-results schema.org


type: faq

question: How does FAQPage v1 improve AI-based rich results and reach?

answer: By enforcing clean Schema.org FAQ markup plus LLM-friendly conventions (stable identifiers, concise answers, training export), FAQPage v1 improves retrieval for answer engines and increases impressions on AI surfaces.

topic: llmprofiles FAQPage reach


type: faq

question: Why include training.jsonl with each profile?

answer: Training JSONL lets you seed LLMs with normalized Q/A examples that mirror your live JSON-LD. This improves grounding and consistency across chatbots and answer engines, helping audiences find you more often.

topic: training jsonl grounding