AI assistants and search

Marketing AI 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 full assessment →

The projects

What you give up either way

  • polished UI/UX and branding polish from the vendor
  • multi-tenant scaling and production SLAs
  • built-in analytics and usage dashboards if vendor provides them
  • product support and feature roadmap

An open-source project doing the core job proves a replacement is possible. It does not prove it matches Marketing AI, and it does not prove anyone has run it for a month. How we decide.