# Agent Preflight — Product Intelligence

> Agent Preflight — Product Intelligence is a paid API for AI agents from preflight.lorensaisolutions.com, paid per call via x402, $0.15/call, status unknown (last checked 2026-09-16).

Fetches structured product intelligence for a given URL, including product name, price, currency, and availability status.

## Facts

- Endpoint: GET https://preflight.lorensaisolutions.com/v1/product-intel
- Price: $0.15/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agent-preflight-product-intelligence-e5367573
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_rHjZB-eE71K14Y7W0t5Rm

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 agent-preflight-product-intelligence-e5367573
```

Example prompt: Can you check this product page for me — https://shop.example.com/widgets/blue-widget — and tell me the product name, current price, and whether it's in stock? I'm planning to purchase it.

## When to prefer this

Use this endpoint when an AI agent needs to verify product details, pricing, or availability at a specific URL before taking action (purchasing, monitoring, reporting). It is particularly useful when structured data extraction from e-commerce or retail pages is needed without building a custom scraper. Prefer this over generic web scraping endpoints when you need normalized product intelligence fields (price, currency, availability) with a confidence score.

## Known failure modes

- URL is unreachable or returns a non-200 status — reachable: false with HTTP status code returned
- URL is not a product page — pageType will reflect non-product classification, product fields may be null
- No structured data available — structuredDataAvailable: false, productName/price/availability return null
- Invalid or malformed URL input — 400 validation error
- Rate limiting or payment failure — 402 or 429 error response

## How this service works

Paid URL analysis, CAPTCHA and login detection, API discovery, product intelligence, change monitoring, and batch preflight for AI agents and agent swarms.

## Output

Returns a JSON object with the product name, price, currency, availability (e.g. in_stock), page type, structured data types present, reachable status, HTTP status code, final URL after redirects, latency, risk flags, confidence score, action links, a recommended action, and a timestamp of when the check was performed.

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "finalUrl": "https://example.com/",
  "pageType": "website",
  "reachable": true,
  "riskFlags": [],
  "confidence": 0.92,
  "httpStatus": 200,
  "contentType": "text/html",
  "loginRequired": false,
  "captchaPresent": false,
  "browserRequired": false,
  "recommendedAction": "Use direct fetch",
  "botProtectionPresent": false,
  "directFetchSufficient": true
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agent-preflight-product-intelligence-e5367573/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from preflight.lorensaisolutions.com](https://www.zero.xyz/host/preflight.lorensaisolutions.com/llms.txt)