Features
MindSpider爬虫系统：Playwright自动化，支持广度与深度爬取
并行智能体分析：三个Agent（QueryEngine、MediaEngine、InsightEngine）同时运行
ForumEngine协调层：LLM主持人模拟辩论，消除偏见
链式思维碰撞机制：基于日志的Agent间通信与指导
多格式报告生成：HTML、PDF、Markdown输出
配置管理系统：灵活设置LLM后端、数据库、搜索工具
实时通信：Flask Web应用与Streamlit交互界面
关键词优化器：Qwen-based SQL关键词扩展
五级情感分析：22语言，基于微调BERT/GPT2/Qwen
数据库集成：PostgreSQL/MySQL存储与查询
多LLM后端：支持DeepSeek、Gemini、Kimi、Qwen Plus切换
Access 100+ data providers for firmographics, technographics, funding
Live intent signals: job changes, funding, hiring, website visits
AI research agents for deep company and competitor analysis
Built-in AI sequencer for multi-channel outreach with warmup
Native email sending with automated warmup
Lead scoring based on propensity to buy
Local business search from Google Maps with import
Enriched LinkedIn posts, company details, and mobile numbers
HTTP API and webhooks for custom integrations
CRM sync with HubSpot and Salesforce (Pro+)
Credit-based system: 1 credit per email, 10 credits per phone
Unlimited users on all paid plans
Web scrapers for custom data extraction
Company Lookalike Finder (Growth+)
ABM (Account-Based Marketing) on Pro+
