AI Tool Breakdown

We build focused Apify actors for teams that want production-grade data pipelines without writing the plumbing themselves.

What we ship

• RAG ingestion: sitemaps, URLs, and GitHub READMEs turned into clean, deduplicated chunks with stable IDs, ready for Pinecone, Weaviate, or any vector DB.
• SEO and auditing: full sitemap inventories with lastmod, changefreq, and diff workflows for content tracking.
• Content automation: newsletter feed archiving (Substack, Beehiiv, Ghost, RSS) and PDF text extraction with per-page output and metadata.
• Grounded AI: question answering with citations, strict source grounding, and UNKNOWN instead of hallucinations.

How we build

• Pay-per-event pricing, so you only pay for results that reach your dataset.
• Timeouts and retries on every outbound request. Failed items push structured error rows instead of crashing runs.
• Every actor ships with a README that matches the code, an input schema with real bounds, and a run summary in the default key-value store.

Why Most Apify actors are either abandoned side projects or brittle general-purpose scrapers. We ship narrow, well-tested actors that do one job, document that job honestly, and price it so buyers can predict costs before they run.

New actors land regularly. If you need a custom variant of anything you see, reach out through the actor's Issues tab.