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Web Distillation with BM25 Budget Control
Web Distillation with BM25 Budget Control is a paid API for AI agents from company-enrich.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-23).
Fetches a URL or accepts raw HTML and distills it into compressed Markdown, structured JSON, a skeleton outline, or a BM25-focused token-budget excerpt
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://company-enrich.agentdiet.dev/v1/markdown-distill)
Output
Returns a JSON object with a 'data' field containing the distilled content (Markdown string, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt depending on mode), plus an 'roi_proof' object showing raw_tokens, distilled_tokens, tokens_saved, compression_ratio_pct, and llm_cost_saved_usd. Also includes optional cache status (HIT/MISS) and billing metadata.
Example use cases
Token-budgeted documentation lookup
“Fetch the Stripe docs page at https://stripe.com/docs/api/charges and distill it into markdown using budget mode, focused on the query 'refund a charge', and cap the output at 500 tokens so I don't blow my context window.”
Structured data extraction from a landing page
“Pull https://www.notion.so/pricing and extract it in structured mode so I get a clean JSON table of their pricing tiers and features — I want to compare plans without reading through all the page noise.”
Skeleton outline of a long article
“Distill https://martinfowler.com/articles/microservices.html into a skeleton outline so I can see the section headings and structure of the piece without loading the full content into my context.”
Technical details
Endpoint
POSThttps://company-enrich.agentdiet.dev/v1/markdown-distill?utm_source=zero.xyzWhen to prefer
Choose this endpoint when an AI agent needs to read web content but must stay within a token budget or minimize LLM costs. It is especially valuable for processing long documentation pages, landing pages, or news articles before passing content to an LLM. Prefer the budget+BM25 mode when you have a specific question and want only the most relevant passage. Prefer structured mode when you need tables or metadata extracted as JSON. Use over generic scrapers when token efficiency and compression metrics matter.
Side effects
- URL is unreachable or returns a non-200 status — endpoint may return an error status
- Raw HTML payload is malformed or empty — distillation returns minimal or empty content
- max_tokens set too low (below 20) — rejected by schema validation
- BM25 query provided without mode=budget — query may be ignored
- Payment not provided or insufficient — HTTP 402 response blocking execution
- Requested URL is behind authentication — fetched content may be a login page rather than target content
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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