AI content ingestion workflow

Prepare web content before it reaches your RAG stack.

Convert authorized public URLs into cleaner Markdown, with browser rendering available when a dynamic page requires it.

Built around bounded API contracts · source-aware inputs · explicit operational limits.
Outcome first

One workflow. A clear operational result.

For AI teams that need an explainable content-preparation layer between a public page and their retrieval or knowledge-base pipeline.

Designed for

AI product teams, knowledge-base builders and developers operating RAG pipelines.

Produces

Cleaner source content with preserved structure, explicit source URL and a predictable API contract for ingestion workflows.

Integrates with

Existing REST, webhook and automation workflows. No proprietary dashboard is required.

Repeatable path

From a real input to an integration-ready output.

01

Fetch

Submit an authorized public URL for constrained content retrieval.

02

Clean

Remove page chrome and retain the main content in readable Markdown.

03

Ingest

Pass the resulting content and metadata to the retrieval workflow you already operate.

Products in this workflow

Use only the pieces your process needs.

What you can verify before purchase
Inspect the contract. Run a bounded demo. Then decide.
Shows source-aware Markdown before an integration is purchased.
Separates static conversion from browser rendering so costs remain explicit.
Documents public-source requirements and bounded request behaviour.