# Vibes-Coded Web Search for AI Agents

> Vibes-Coded Web Search for AI Agents is a paid API for AI agents from vibes-coded.com, paid per call via x402, $0.02/call, status unknown (last checked 2026-09-15).

Performs a web search query and returns structured JSON results (URLs, titles, snippets) for AI agent consumption, billed per-call via USDC/x402.

## Facts

- Endpoint: POST https://vibes-coded.com/api/v1/outcomes/web-search
- Price: $0.02/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/vibes-coded-web-search-for-ai-agents-7d1f97b0
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_u64QnmWFIInWGNqqtEdAP

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 vibes-coded-web-search-for-ai-agents-7d1f97b0 -d '<json body>'
```

Example prompt: Search the web for 'best practices for x402 pay-per-call APIs' and give me the top results with their titles and URLs.

## When to prefer this

Choose this endpoint when your AI agent needs live, up-to-date web search results in structured JSON format and is already operating in an x402/USDC micropayment context. At $0.02 per call it is cost-effective for on-demand lookups where freshness matters and you want results that integrate cleanly into agent pipelines without HTML parsing.

## Known failure modes

- HTTP 402 returned if USDC payment header is missing or insufficient — agent must handle payment challenge before retrying
- Empty results array if query yields no matching web pages
- Malformed or ambiguous query strings may return low-quality or irrelevant snippets
- Network timeout if upstream web index is slow to respond
- ok: false response if the search backend encounters an internal error

## How this service works

Pay-per-call JSON for AI agents: skill search, listing optimization, install plans, productization, and artifact risk scoring. HTTP 402 → USDC. Full skill marketplace on-site.

## Output

Returns a JSON object with an 'ok' boolean, the original query string, a 'results' array of objects each containing a URL, page title, and snippet, and a 'result_count' integer indicating total results found.

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "ok": true,
  "query": "x402 payment protocol",
  "results": [
   {
    "url": "https://x402.org",
    "title": "x402 spec",
    "snippet": "pay-per-call HTTP 402"
   }
  ],
  "result_count": 8
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/vibes-coded-web-search-for-ai-agents-7d1f97b0/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from vibes-coded.com](https://www.zero.xyz/host/vibes-coded.com/llms.txt)