OreoLook

Open-source, OpenAI-compatible agentic web search and deep-research engine, self-hostable.

Webfree

OreoLook is a self-hostable, open-source deep-research and web search engine with an OpenAI-compatible API, streaming answers, and PDF export. It's for developers and researchers who want to run their own research engine rather than depending on a closed commercial search/research API.

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Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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