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Web URL Distiller with BM25 Budget Control
Web URL Distiller with BM25 Budget Control is a paid API for AI agents from shopify-spy.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a webpage or raw HTML and distills it into compact, agent-ready tokens using configurable modes (markdown, structured, skeleton, or BM25-focused budget)
Price / call$0.001
Success—
StatusUnknown
How this service works
Distill a URL or raw HTML payload with BM25 budget control (Live x402 v2, IETF MPP & MCP endpoint at https://shopify-spy.agentdiet.dev/v1/pdf-extract)
Output
Returns a data object containing distilled content in the requested format (markdown text, structured JSON with tables/metadata, outline skeleton, or BM25-ranked budget excerpt), along with an roi_proof object showing raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD. Also includes cache status and billing details.
Example use cases
Research competitor pricing page
“Fetch and distill https://competitor.com/pricing into clean markdown so I can see their pricing tiers without burning a ton of tokens.”
Extract structured data from a news article
“Grab https://techcrunch.com/2024/01/15/openai-funding and give me a structured summary — pull out tables, headings, and key metadata.”
Budget-constrained product page extraction
“Distill https://shopify.com/features into a BM25-focused excerpt about 'subscription billing', keeping it under 500 tokens.”
Technical details
Endpoint
GEThttps://shopify-spy.agentdiet.dev/v1/pdf-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web content into an LLM context window efficiently and cost-effectively, especially when you have a strict token budget or want BM25-ranked relevance filtering. Prefer it over raw web scrapers when you need clean markdown or structured output rather than raw HTML, and over general-purpose scrapers when ROI/cost-savings metrics matter to your workflow.
Side effects
- Invalid or unreachable URL returns an error status
- HTML fetch timeout for slow or blocked pages
- max_tokens below minimum (20) triggers validation error
- mode=budget without a query may return unfiltered content
- Paywalled or JavaScript-heavy pages may yield poor distillation quality
- x402 payment failure if agent lacks sufficient USDC balance
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| urlrequired | string | Target webpage URL to fetch and distill (or builtin://stripe-docs) |
| html | string | Optional raw HTML string to distill directly without fetching |
| mode | string | Distillation mode |
| query | string | BM25 focus query when mode=budget |
| max_tokens | integer | Strict token budget ceiling when mode=budget |
Output
Schema · Response
| Field | Type | Description |
|---|---|---|
| datarequired | object | Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt. |
| cache | object | |
| statusrequired | string | Execution status ('ok') |
| billing | object | |
| roi_proofrequired | object |
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