# x402-toolbox Name Demographics Lookup

> x402-toolbox Name Demographics Lookup is a paid API for AI agents from x402-toolbox.shablony-pro.workers.dev, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-02).

Returns demographic data (age, gender, ethnicity distributions) associated with a given name

## Facts

- Endpoint: GET https://x402-toolbox.shablony-pro.workers.dev/data/name-demographics?utm_source=zero.xyz
- Price: $0.002/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/x402-toolbox-name-demographics-lookup-d1b63eb9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_MUPMMuKqWeRduQCqT_Wbv

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability x402-toolbox-name-demographics-lookup-d1b63eb9
```

Example prompt: What are the typical gender, age, and ethnicity demographics associated with the name 'Jordan'?

## When to prefer this

Choose this endpoint when you need fast, pay-per-call name-to-demographics inference without signing up for a subscription API. It is ideal for one-off enrichment tasks in agentic workflows where you need gender, age, or ethnicity signals from a name alone — especially when the requester has a Base/USDC wallet and wants frictionless access without API key management.

## Known failure modes

- Name not found in database returns empty or null distributions
- Ambiguous or very rare names may return low-confidence or missing data
- Malformed schema parameter may cause a 400 or unexpected response
- Payment failure via x402 prevents data return entirely
- Very common names with highly mixed demographics may return flat distributions with low predictive value

## How this service works

309 deterministic pay-per-call tools for AI agents over x402 (USDC, Base). No signup, no API key: the payment is the identity.

## Output

A JSON object with ok and paid flags, plus demographic distributions for the queried name — typically including gender likelihood percentages, estimated age range distributions, and ethnicity or national origin breakdowns associated with that name.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "schema": {
   "type": "string"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "ok": true,
  "paid": true
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/x402-toolbox-name-demographics-lookup-d1b63eb9/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from x402-toolbox.shablony-pro.workers.dev](https://www.zero.xyz/host/x402-toolbox.shablony-pro.workers.dev/llms.txt)