Competitor Analysis Agent
7-layer multi-platform intelligence pipeline: sweep news, social, forums and blogs — map competitors, price moves, sentiment shifts, and emerging threats into a daily report.
What does this workflow do?
System flow
14+ 平台并发采集 → 新闻/RSS 增强 → 多源融合去重 → 实体提取 → BERT 级情感评分 → 趋势检测 → P0/P1/P2 告警 → Excel+Word 报告
Pipeline breakdown
- Agent Reach
agent-reach— Multi-source retrieval agent that sweeps public platforms and news url → json - Trafilatura
trafilatura— Boilerplate-free main-content extraction from any web page url → markdown - Pandas
pandas— Tabular compute — join, aggregate, validate and reshape the extracted records json → json - LLM Reasoning
llm— Large-language-model step that extracts, classifies, validates or writes structured output json → json - LLM Reasoning
llm— Large-language-model step that extracts, classifies, validates or writes structured output json → json - OpenPyXL
openpyxl— Writes a formatted, formula-ready Excel workbook as the deliverable json → xlsx - Python-DOCX
python-docx— Renders the final Word document with headings, tables and styling json → docx
Workflow Reputation Score
Based on executions, success rate, update frequency, component quality, and user rating.
Based on executions, success rate, update frequency, component quality, and user rating.
Components used
Multi-source retrieval agent that sweeps public platforms and news
FlowSync proprietaryBoilerplate-free main-content extraction from any web page
adbar/trafilatura ↗Tabular compute — join, aggregate, validate and reshape the extracted records
pandas-dev/pandas ↗Large-language-model step that extracts, classifies, validates or writes structured output
FlowSync proprietaryWrites a formatted, formula-ready Excel workbook as the deliverable
theorchard/openpyxl ↗Renders the final Word document with headings, tables and styling
python-openxml/python-docx ↗How is this different from n8n or Zapier?
Unlike generic workflow builders, FlowSync workflows ship pre-configured with AI skills baked into every node — OCR, LLM reasoning, transcription, super-resolution — not just webhook triggers. Each node is white-box auditable: you see input, output, and config. Deployment is instant — no self-hosting, no API-key per node.
Use cases
- 竞品动态实时监控
- 品牌舆情追踪
- 竞争格局扫描
- 投资尽调
Author & Source
Field notes
Brandwatch $9,600/年，FlowSync $19/月效果不输。
竞品发版后 2 小时出完整情报报告。以前 3 人干一天。
Data handling
FlowSync Workflow Marketplace · 78 reputation score · 30% execution · 100% success · 7-node white-box pipeline · maintained by FlowSync Official
Ready to run?
7-layer multi-platform intelligence pipeline: sweep news, social, forums and blogs — map competitors, price moves, sentiment shifts, and emerging threats into a daily report.