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Agent Preflight — Product Intelligence
x402
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 2026-09-13).
Fetches structured product intelligence for a given URL, including product name, price, currency, and availability status.
Price / call$0.15
Success—
StatusUnknown
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.
Example use cases
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.”
Technical details
Endpoint
GEThttps://preflight.lorensaisolutions.com/v1/product-intelWhen to prefer
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.
Side effects
- 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
Output
Schema · Response
{
"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
}
}Tags
x402
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