unifapi-agent/agents

• highreadme#1

  Reposition the README's opening paragraph to emphasize specialized marketing solution

  原因：

  当前

  Open-source **marketing agents** for Claude, ChatGPT, Codex, OpenClaw, Hermes, and any MCP client. Install one plugin and your assistant runs **SEO audits, generative engine optimization (GEO) / AI-visibility checks, local SEO, KOL pricing, social listening, competitive intelligence, and industry marketing** from **live public data**.

  复制粘贴的修复

  复制

  UnifAPI Agents are open-source, pre-built **marketing agents** designed for Claude, ChatGPT, Codex, OpenClaw, Hermes, and any MCP client. Unlike general-purpose agent frameworks, these agents provide specialized capabilities for marketing professionals, enabling your AI assistant to perform **SEO audits, generative engine optimization (GEO) / AI-visibility checks, local SEO, KOL pricing, social listening, competitive intelligence, and industry marketing** directly from **live public data**.

  待办完成忽略
• mediumcomparison#2

  Add a 'Comparison to General Agent Frameworks' section in README

  原因：

  复制粘贴的修复

  复制

  Add a new section to the README, e.g., 'UnifAPI Agents vs. General Agent Frameworks', explaining that UnifAPI Agents are pre-built, domain-specific applications for marketing, not a framework for building custom agents from scratch. Explicitly mention how it differs from tools like LangChain or Haystack by focusing on out-of-the-box marketing functionality.

  待办完成忽略
• mediumreadme#3

  Add a 'Who is this for?' section to the README

  原因：

  复制粘贴的修复

  复制

  Add a new section to the README, e.g., 'Who is this for?', explicitly stating that UnifAPI Agents are built for marketing professionals, SEO specialists, social media managers, and competitive intelligence analysts who use AI assistants to automate research and analysis.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  Open-source agents to automate social listening and influencer discovery with large language models?

  你：未被推荐
  AI 推荐顺序：

  1. Haystack (deepset-ai/haystack)
  2. LangChain (langchain-ai/langchain)
  3. Open-Assistant (LAION-AI/Open-Assistant)
  4. Hugging Face Transformers (huggingface/transformers)
  5. Rasa (RasaHQ/rasa)

  AI 推荐了 5 个替代方案，却始终没点名 unifapi-agent/agents。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  How to add marketing research, local SEO, and competitive intelligence capabilities to my AI assistant?

  你：未被推荐
  AI 推荐顺序：

  1. SEMrush
  2. Ahrefs
  3. Google Trends
  4. Statista
  5. BrightLocal
  6. Whitespark
  7. Surfer Local
  8. Similarweb
  9. SpyFu
  10. Owler
  11. Crayon

  AI 推荐了 11 个替代方案，却始终没点名 unifapi-agent/agents。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of unifapi-agent/agents?

  pass
  ✓AI 明确点名了 unifapi-agent/agents

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts unifapi-agent/agents in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 unifapi-agent/agents

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo unifapi-agent/agents solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 unifapi-agent/agents

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？