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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-intel.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches and distills any web URL (or raw HTML) into compact, agent-ready tokens using configurable extraction modes and BM25-based token budgeting
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-intel.agentdiet.dev/v1/paywall-clean-extract)
Output
Returns a JSON object with a 'data' field containing distilled content in the requested format (markdown text, structured tables/metadata, skeleton outline, or BM25-ranked excerpt), plus an 'roi_proof' object showing raw vs. distilled token counts, compression ratio, tokens saved, and estimated LLM cost saved in USD. Also includes optional cache hit/miss status and billing details.
Example use cases
Research article distillation for agents
“Grab the article at https://techcrunch.com/2024/05/01/openai-gpt5-announcement and distill it into clean markdown under 800 tokens — I want to feed it to my agent without blowing the context window.”
Structured data extraction from product page
“Extract structured tables and metadata from https://shopify.com/pricing using structured mode so I can compare their plan tiers programmatically.”
Topic-focused budget extraction for research
“Distill https://docs.anthropic.com/claude/reference/getting-started-with-the-api in budget mode, focused on the query 'rate limits and pricing', and cap it at 300 tokens.”
Technical details
Endpoint
GEThttps://shopify-intel.agentdiet.dev/v1/paywall-clean-extract?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to pass web page content to an LLM but want to minimize token consumption and cost. It is especially valuable when working with long documentation pages, news articles, or product pages where only a focused subset is needed. Prefer it over raw fetch/scrape tools when token budget management, BM25-focused extraction, or clean markdown output is a priority. Use budget mode with a query parameter for maximum compression around a specific topic.
Side effects
- Invalid or unreachable URL returns an error status
- Paywalled or JavaScript-rendered pages may return incomplete content
- mode=budget without a 'query' parameter may produce unfocused results
- max_tokens set too low may truncate critical content
- Rate limiting or payment failure (x402) blocks the request
- Raw HTML too large may exceed processing limits
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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