WhatPeoplePayFor
Agent-first market intelligence API for the gig economy. Monthly Fiverr dataset with 274 categories and 17,000+ gig snapshots, queryable via natural language or structured endpoints.
Quick Start
Install
CODEBLOCK0
Configure
Get your API key at whatpeoplepayfor.com:
- 1. Sign up with Google
- Choose a plan (starts at $19.90/month, or $99.90 lifetime)
- Copy your API key from the getting-started page
Set the environment variable:
CODEBLOCK1
Verify
CODEBLOCK2
You should see your access status, endpoint map, and available data months.
What This Skill Does
This skill gives your AI agent access to a monthly gig economy dataset. The agent can:
- - Ask natural language questions about market opportunities, trends, and demand
- Discover growth opportunities across 274 freelance categories
- Analyze top orders and revenue patterns
- Extract pain points that customers repeatedly mention
- Track individual gigs over time to spot trends
- Save and rerun analyses monthly with the Focus system
Authentication
All requests require a bearer token:
CODEBLOCK3
API Base URL
CODEBLOCK4
Workflow
1. Bootstrap
Always start here. Confirms your key works and returns the endpoint map.
CODEBLOCK5
2. Ask (primary entrypoint)
Turn natural language into structured market analysis:
CODEBLOCK6
The response includes:
- -
run.answer.summary — natural language answer - INLINECODE1 — evidence data
- INLINECODE2 — demand signals
- INLINECODE3 — suggested next questions
Example questions:
- - "Help me find the fastest-growing opportunity in March"
- "What are the strongest orders behind that opportunity?"
- "Which pain points repeat most often in business plans?"
3. Drill down with query endpoints
After ask identifies a promising angle, use structured queries:
Available months:
CODEBLOCK7
Monthly stats:
CODEBLOCK8
Category rollups (sorted by revenue):
CODEBLOCK9
Search snapshots:
CODEBLOCK10
Single snapshot detail:
CODEBLOCK11
Track a gig over time:
CODEBLOCK12
Aggregate pain points:
CODEBLOCK13
4. Focus system (save and rerun)
Save useful analyses as durable Focuses that can be rerun against new monthly data:
List workspaces:
CODEBLOCK14
List focuses in a workspace:
CODEBLOCK15
Rerun a focus:
CODEBLOCK16
5. SSE streaming (optional)
For incremental row consumption:
CODEBLOCK17
Query Strategy
- - Prefer
ask first for natural-language exploration, then drill down with query endpoints - Use
bootstrap once per session to confirm access and discover available data - Use
stats and category-rollups before scanning raw snapshots - Use
pain-points when looking for demand themes and repeated customer signals - Use
snapshot and gig-history only after narrowing candidates - Use
focuses when the agent needs continuity across sessions
Endpoint Map
| Endpoint | Method | Purpose |
|---|
| INLINECODE13 | GET | Discover endpoints and confirm access |
| INLINECODE14 |
GET | Check API usage stats |
|
/workspaces | GET | List workspaces |
|
/ask | POST | Natural language market analysis |
|
/workspaces/:id/focuses | GET | List saved analyses |
|
/focuses/:id | GET | Read a saved analysis |
|
/focuses/:id/run | POST | Rerun a saved analysis |
|
/query/months | GET | Available data months |
|
/query/stats | GET | Monthly summary |
|
/query/category-rollups | GET | Category-level analytics |
|
/query/snapshots | GET | Search gig snapshots |
|
/query/snapshot | GET | Single snapshot detail |
|
/query/gig-history | GET | Track gig across months |
|
/query/pain-points | GET | Aggregate customer pain points |
|
/sse/snapshots | GET | Stream snapshots (SSE) |
|
/sse/category-rollups | GET | Stream category rollups (SSE) |
Security
- - All data access requires a valid INLINECODE29
- Requests are sent to
https://whatpeoplepayfor.com/api/agent over HTTPS - No data is stored locally; all queries hit the remote API
- Your API key is never logged or transmitted to third parties
Common Errors
| Error | Cause | Fix |
|---|
| INLINECODE31 | No Authorization header | Add INLINECODE32 |
| INLINECODE33 |
Key not recognized | Check key at whatpeoplepayfor.com |
|
403 Access inactive | Payment expired or key revoked | Renew subscription |
|
404 Focus not found | Focus deleted or wrong user | List focuses first |
Pricing
| Plan | Price | Access |
|---|
| Monthly | $19.90/mo | Full API access |
| Lifetime |
$99.90 one-time | Full API access, forever |
Sign up at whatpeoplepayfor.com
WhatPeoplePayFor
面向零工经济的Agent优先市场情报API。每月更新的Fiverr数据集，涵盖274个类别和17,000+个零工快照，可通过自然语言或结构化端点进行查询。
快速开始
安装
bash
clawhub install whatpeoplepayfor
配置
在whatpeoplepayfor.com获取您的API密钥：
- 1. 使用Google账号注册
- 选择套餐（每月$19.90起，或一次性$99.90终身使用）
- 从入门页面复制您的API密钥
设置环境变量：
bash
export WPPAPIKEY=yourapikey_here
验证
bash
curl -s \
-H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/bootstrap
您将看到您的访问状态、端点映射和可用数据月份。
本技能功能
本技能让您的AI代理能够访问每月更新的零工经济数据集。代理可以：
- - 用自然语言提问，了解市场机会、趋势和需求
- 发现增长机会，覆盖274个自由职业类别
- 分析顶级订单和收入模式
- 提取客户反复提及的痛点
- 追踪单个零工随时间的变化趋势
- 通过Focus系统每月保存并重新运行分析
身份验证
所有请求都需要Bearer令牌：
Authorization: Bearer $WPPAPIKEY
API基础URL
https://whatpeoplepayfor.com/api/agent
工作流程
1. 启动
始终从这里开始。确认您的密钥有效并返回端点映射。
bash
curl -s \
-H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/bootstrap
2. 提问（主要入口点）
将自然语言转化为结构化市场分析：
bash
curl -s \
-X POST \
-H Authorization: Bearer $WPPAPIKEY \
-H Content-Type: application/json \
https://whatpeoplepayfor.com/api/agent/ask \
-d {
question: 本月增长最快的自由职业类别有哪些？,
saveFocus: true
}
响应包含：
- - run.answer.summary — 自然语言回答
- run.answer.supportingOrders — 证据数据
- run.answer.topPainPoints — 需求信号
- run.answer.recommendedFollowups — 建议的后续问题
示例问题：
- - 帮我找到三月份增长最快的机遇
- 这个机遇背后最强的订单是什么？
- 商业计划中最常重复的痛点有哪些？
3. 使用查询端点深入分析
在ask确定了有前景的方向后，使用结构化查询：
可用月份：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/months
月度统计：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/stats?month=2026-03
类别汇总（按收入排序）：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/category-rollups?month=2026-03&sort=avg_revenue&limit=20
搜索快照：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/snapshots?month=2026-03&category_slug=business-plans&limit=20
单个快照详情：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/snapshot?snapshotid=ID>
追踪零工随时间变化：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/gig-history?gigid=ID>&limit=12
聚合痛点：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/query/pain-points?month=2026-03&q=plan&limit=20
4. Focus系统（保存并重新运行）
将有价值的分析保存为持久的Focus，可针对新的月度数据重新运行：
列出工作区：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/workspaces
列出工作区中的Focus：
bash
curl -s -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/workspaces//focuses
重新运行Focus：
bash
curl -s -X POST \
-H Authorization: Bearer $WPPAPIKEY \
-H Content-Type: application/json \
https://whatpeoplepayfor.com/api/agent/focuses//run \
-d {}
5. SSE流式传输（可选）
用于增量数据消费：
bash
curl -N -H Authorization: Bearer $WPPAPIKEY \
https://whatpeoplepayfor.com/api/agent/sse/category-rollups?month=2026-03
查询策略
- - 优先使用ask进行自然语言探索，然后使用查询端点深入分析
- 每个会话使用一次bootstrap确认访问权限并发现可用数据
- 在扫描原始快照之前使用stats和category-rollups
- 寻找需求主题和重复客户信号时使用pain-points
- 仅在缩小候选范围后使用snapshot和gig-history
- 当代理需要跨会话连续性时使用focuses
端点映射
| 端点 | 方法 | 用途 |
|---|
| /bootstrap | GET | 发现端点并确认访问权限 |
| /usage |
GET | 检查API使用统计 |
| /workspaces | GET | 列出工作区 |
| /ask | POST | 自然语言市场分析 |
| /workspaces/:id/focuses | GET | 列出保存的分析 |
| /focuses/:id | GET | 读取保存的分析 |
| /focuses/:id/run | POST | 重新运行保存的分析 |
| /query/months | GET | 可用数据月份 |
| /query/stats | GET | 月度摘要 |
| /query/category-rollups | GET | 类别级分析 |
| /query/snapshots | GET | 搜索零工快照 |
| /query/snapshot | GET | 单个快照详情 |
| /query/gig-history | GET | 追踪零工跨月变化 |
| /query/pain-points | GET | 聚合客户痛点 |
| /sse/snapshots | GET | 流式传输快照（SSE） |
| /sse/category-rollups | GET | 流式传输类别汇总（SSE） |
安全性
- - 所有数据访问都需要有效的WPPAPIKEY
- 请求通过HTTPS发送到https://whatpeoplepayfor.com/api/agent
- 数据不存储在本地；所有查询都访问远程API
- 您的API密钥不会被记录或传输给第三方
常见错误
| 错误 | 原因 | 修复 |
|---|
| 401 缺少Bearer令牌 | 无Authorization头 | 添加Authorization: Bearer $WPPAPIKEY |
| 401 无效API密钥 |
密钥无法识别 | 在whatpeoplepayfor.com检查密钥 |
| 403 访问已停用 | 付款过期或密钥被撤销 | 续订订阅 |
| 404 Focus未找到 | Focus已删除或用户错误 | 先列出Focus |
定价
| 套餐 | 价格 | 访问权限 |
|---|
| 月度 | $19.90/月 | 完整API访问 |
| 终身 |
$99.90一次性 | 完整API访问，永久有效 |
在whatpeoplepayfor.com注册
