lead-generation

Compare original and translation side by side

🇺🇸

Original

English

🇨🇳

Chinese

MCP-powered workflow for finding and qualifying B2B leads from X/Twitter conversations and profiles.

基于MCP的工作流，用于从X/Twitter对话和个人资料中寻找并筛选B2B销售线索。

Tool	Purpose
`x_search_tweets`	Find conversations by keyword/intent
`x_get_profile`	Qualify leads with profile data
`x_get_tweets`	Assess activity level and interests
`x_get_followers`	Check audience size and quality
`x_get_following`	Identify competitor usage / peer network

Define search queries -- Build 3-5 keyword queries combining pain points, competitor names, or buying signals (e.g., "looking for {tool}", "anyone recommend {category}", "switching from {competitor}").
Search conversations -- Call
```
x_search_tweets
```
for each query with
```
limit: 30
```
. Collect unique usernames.
Qualify profiles -- Call
```
x_get_profile
```
for each. Filter by: has bio, followers > 100, account age > 6 months.
Score intent -- Assign 1-5 score:
- 5: Explicit buying intent ("need a tool for...", "budget approved")
- 4: Comparing solutions ("X vs Y", "switching from")
- 3: Pain point discussion ("struggling with...")
- 2: Topic interest (engages with industry content)
- 1: Tangential mention
Gather context -- For top leads (4-5), call
```
x_get_tweets
```
with
```
limit: 20
```
.
Check network -- Call
```
x_get_following
```
for high-value leads to see competitor follows.
Export lead list -- Format as structured output.

定义搜索查询 -- 构建3-5个结合痛点、竞品名称或购买信号的关键词查询（例如："looking for {tool}"、"anyone recommend {category}"、"switching from {competitor}"）。
搜索对话 -- 为每个查询调用
```
x_search_tweets
```
，设置
```
limit: 30
```
。收集唯一用户名。
筛选个人资料 -- 为每个用户名调用
```
x_get_profile
```
。筛选条件：包含个人简介、粉丝数>100、账号注册时长>6个月。
意向评分 -- 给出1-5分的评分：
- 5分：明确购买意向（例如："need a tool for..."、"budget approved"）
- 4分：对比解决方案（例如："X vs Y"、"switching from"）
- 3分：讨论痛点（例如："struggling with..."）
- 2分：对话题感兴趣（参与行业内容互动）
- 1分：提及内容关联性较弱
收集背景信息 -- 针对高分线索（4-5分），调用
```
x_get_tweets
```
并设置
```
limit: 20
```
。
检查社交网络 -- 针对高价值线索调用
```
x_get_following
```
，查看其关注的竞品账号。
导出线索列表 -- 整理为结构化输出格式。

Enhance MCP workflows with browser scripts:

Goal	Script
Monitor keywords in real-time	`src/keywordMonitor.js`
Analyze potential lead's audience	`src/audienceDemographics.js`
Check overlap with your audience	`src/audienceOverlap.js`
Engage with leads' content	`src/engagementBooster.js`
Auto-follow qualified leads	`src/automation/keywordFollow.js`

通过浏览器脚本增强MCP工作流：

目标	脚本
实时监控关键词	`src/keywordMonitor.js`
分析潜在线索的受众群体	`src/audienceDemographics.js`
检查与自身受众的重叠度	`src/audienceOverlap.js`
与线索内容互动	`src/engagementBooster.js`
自动关注合格线索	`src/automation/keywordFollow.js`

undefined

undefined

Generated: {date} | Total qualified: {count}

Username	Score	Followers	Signal	Tweet URL
@{user}	{1-5}	{count}	{type}	{url}

Generated: {date} | Total qualified: {count}

Username	Score	Followers	Signal	Tweet URL
@{user}	{1-5}	{count}	{type}	{url}

@{username} -- Score: {n}/5

undefined

@{username} -- Score: {n}/5

undefined