Week 45, updated 2 Nov 2026

AI use cases Small business

AI use cases for small business

AI use cases for small business: automate admin, support and research, and set up private AI. Example prompts, honest limits and scored tools.

Scope. Most tools we score are open-source developer tools. Some of these use cases need a developer or technical helper to set up. For ready-made, non-technical apps (for example hosted email, CRM or accounting assistants) we do not have scored data yet, so we do not rank them here.

Use cases
11
Tools behind them
21
Jobs
5
  • Agent skills & MCP
  • Automation & agent frameworks
  • Research & web data
  • RAG, knowledge & memory
  • Local AI

Highest-scored tools across these use cases

The top 6 of 21 distinct tools.

  1. 1FirecrawlResearch & web data78No issues found
  2. 2OllamaLocal AI73Caution
  3. 3n8nAutomation & agent frameworks70Caution
  4. 4RAGFlowRAG, knowledge & memory69Caution
  5. 5LobeHubLocal AI69Caution
  6. 6Open WebUILocal AI68Caution

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