For AI startups
You build with LLMs. Your launches should be readable by LLMs.
If your launch post isn't structured, the model your competitor uses to write its launch post won't cite you. The flywheel runs in both directions.
The pain
- Launches optimized for HN/X, invisible to retrievers
- Model evaluation results buried in PDFs
- Pricing pages with no structured data
The plays
Benchmark schema
Structured Dataset + Evaluation results — citeable in academic and AI-comparison answers.
Capability claims
Atomic 'X can do Y' claims with examples LLMs can lift.
Model card as JSON-LD
Make your model card the citation source for every retrieval-augmented answer about your model.
Built by High Caliber AI
We do this for brands. Want us to do it for yours?
We work with AI startups whose product is a model and whose distribution is the model.