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Web URL Distillation & BM25 Token Budget API
Web URL Distillation & BM25 Token Budget API is a paid API for AI agents from workflows.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 markdown, structured, skeleton, or BM25-budget extraction modes
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://workflows.agentdiet.dev/v1/web-scrape)
Output
Returns a JSON object with a 'data' field containing the distilled content (markdown text, structured tables/metadata, skeleton outline, or BM25-focused excerpt depending on mode), plus an roi_proof object showing raw vs distilled token counts, tokens saved, compression ratio percentage, and estimated LLM cost saved in USD. Also includes cache hit/miss status and billing details.
Example use cases
Competitive pricing page extraction
“Grab https://www.notion.so/pricing and pull out the structured pricing tiers and plan details — keep it tight, under 600 tokens, using budget mode focused on 'plan pricing features'.”
Research article skeleton for agent pipeline
“Fetch https://arxiv.org/abs/2310.06825 and give me a skeleton outline of the paper so I can quickly understand its structure without blowing my token budget.”
Shopify product page as structured JSON
“Distill https://allbirds.com/products/mens-wool-runners into structured mode so I can extract the product name, price, variants, and description as clean JSON.”
Technical details
Endpoint
GEThttps://workflows.agentdiet.dev/v1/web-scrape?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to ingest web content but must minimize token consumption and LLM costs. It is especially valuable when you have a strict token budget (use budget mode + max_tokens), want structured or outline extraction rather than raw HTML, or need BM25-ranked relevance filtering against a specific query. Prefer this over generic scraping tools when token ROI measurement and compression ratio reporting matter to your pipeline.
Side effects
- URL is unreachable or returns non-200 — status error returned
- URL points to a PDF or binary file not parseable as HTML — may return empty or partial data
- max_tokens set too low (below 20) — validation error
- mode=budget used without a query parameter — BM25 focus may be undefined
- Payment not attached or insufficient — HTTP 402 returned before processing
- Rate limiting or timeout on slow remote URLs — partial or error response
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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