Jina
Converts any webpage into clean AI-readable markdown for research and enrichment prompts.
Jina Reader isn't a search tool, it's the cleanup step that makes a scraped page usable by a model. Point it at any URL (prepend r.jina.ai) and it hands back clean markdown instead of raw HTML, handling JavaScript-rendered pages and PDFs along the way.
It belongs in the pipeline right after a search API returns links, not as a standalone research tool. Pricing is usage-based: token packs run $50 for 1 billion tokens ($0.05 per million), and basic reading has a free allowance to start.
FAQ
What does Jina cost?
Token packs run $50 for 1 billion tokens and $500 for 11 billion ($0.045-0.05 per million tokens), per the vendor dashboard (July 2026). Basic reading starts free.
Where does it fit in a research pipeline?
Step two. A search API like Serper returns the links; Jina turns each page into clean markdown an AI research step can actually use.
Your pipeline, rebuilt.
20-minute strategy call. We'll audit your ICP, show you which signals we'd track, and map out exactly what the first 120 days would look like. No commitment, no pressure, no pitch deck.
