Market Opportunity
Expose docs, marketing, and pricing as machine-readable files for LLM agents targets a $6.0B = 2M developer-facing websites × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 30% YoY (estimate based on growth in AI developer tooling and agent ecosystems, 2024 industry analysis).
Key trends driving demand: LLM agents are becoming default discovery and evaluation channels — this increases demand for machine-readable product and pricing signals.; Docs-first developer marketing is standard for APIs and platforms — teams want their docs to be both human- and agent-friendly.; Standards and conventions for agent consumption (like llms.txt/llms-full.txt) are emerging, creating an early-adopter window for tooling that automates adoption..
Key competitors include Diffbot, Zyte (formerly Scrapinghub), Schema App.
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