LLM Discovery API: dynamic schema for every page.
The LLM Discovery API auto-generates schema.org JSON-LD on every URL of your site, so ChatGPT, Claude and Perplexity can extract and cite your content. Sites running it see roughly 12% more pages pulled into AI answers — without a dev sprint or a $20k agency retrofit.
Why hardcoded schema breaks at scale
Hardcoded JSON-LD breaks the moment your catalog grows past a few hundred pages. Your eng queue is months long. Agencies quote $20k+ to retrofit it. Meanwhile competitors with cleaner machine-readable layers are getting recommended in ChatGPT, Claude, and Perplexity — and you're not.
What the LLM Discovery API does for your business
- Get cited faster. Every URL gets clean structured data, so AI engines extract you correctly the first time.
- Sell more, sell faster. More pages in AI answers = more high-intent buyers landing on the right page.
- Skip the agency invoice. Stop paying agencies for what an agent does in 24 hours. Ship in 15 minutes.
Frequently asked questions
What is the LLM Discovery API?
An endpoint that auto-generates the structured data AI engines need on every URL of your site, so you get cited faster — no dev sprint required.
Do I need engineering resources?
No. LightSite ships the schema layer on your domain in 15 minutes. Stop paying agencies for what an agent does in 24 hours.
How much more content gets pulled into AI answers?
Sites with dynamic schema see roughly 12% more pages extracted by AI engines — more citations, more leads from AI search.
What schema types does the LLM Discovery API generate?
Product, Article, FAQPage, Service, Organization, BreadcrumbList and HowTo — typed, validated, and aligned with the schema.org vocabulary AI engines expect.
Does it work alongside my existing JSON-LD?
Yes. The API merges with your hand-written JSON-LD instead of overwriting it, so existing schema keeps working while new pages get covered automatically.