AI assistants and search
Rank Prompt alternatives
2 open-source projects that already do this job. Free to use - not free to run, which is what the numbers on the right are for.
The projects
devflowinc/trieve★2,712 GitHub starsMIT licenceAll-in-one API platform for search, recommendations, RAG, and analytics.Open on GitHub ↗dzhng/deep-research★19,496 GitHub starsMIT licenceAI research assistant that scrapes search engines, refines queries, and aggregates findings.Open on GitHub ↗
What you give up either way
- Coverage and engineered support for six specific AI platforms out of the box (ChatGPT, Perplexity, Google AI Mode, Claude, Gemini, Grok)
- Polished UI, analytics polish, and enterprise features like white-label client portals
- Built-in integrations (GA4, GSC, WordPress) and the Rank Prompt developer conveniences
- Operational scale, monitoring, and reliability guarantees
An open-source project doing the core job proves a replacement is possible. It does not prove it matches Rank Prompt, and it does not prove anyone has run it for a month. How we decide.