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Web URL Token Optimizer & Distiller
Web URL Token Optimizer & Distiller is a paid API for AI agents from company-enrich.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-21).
Fetches a URL or raw HTML and distills it into compact, agent-ready tokens using BM25 budget control and multiple 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://company-enrich.agentdiet.dev/v1/token-optimizer)
Output
Returns a distilled representation of the webpage (Markdown, structured JSON, skeleton, or BM25-ranked excerpt), along with ROI proof metrics showing raw vs. distilled token counts, compression ratio, tokens saved, and estimated LLM cost savings. Also includes cache hit/miss status and billing details.
Example use cases
Documentation page summarization for agents
“Take the Stripe API docs at https://stripe.com/docs/api and distill them into clean Markdown under 800 tokens, focused on 'webhooks', so I can pass just the relevant parts to my agent.”
Cost-efficient competitor research
“Fetch https://openai.com/pricing and distill it into structured tables so I can compare pricing tiers without burning a ton of tokens in my LLM pipeline.”
Skeleton outline of a long article
“Pull the article at https://example.com/long-blog-post and give me a skeleton outline of its sections — I just need the structure, not the full text.”
Technical details
Endpoint
GEThttps://company-enrich.agentdiet.dev/v1/token-optimizer?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to feed web page content to an LLM but want to minimize token consumption and cost. It is particularly valuable when working with long documentation pages, research articles, or any HTML-heavy URL where raw content would exceed context limits. Prefer it over raw web scrapers when you need BM25-focused relevance ranking against a specific query, or when you need structured/skeleton output rather than raw text.
Side effects
- URL is unreachable or returns a non-200 status — endpoint may return an error status
- HTML payload is malformed or empty — distillation may produce minimal output
- max_tokens too low to capture meaningful content — truncated or incomplete result
- BM25 query mode used without a query parameter — falls back to default behavior
- Payment not authorized — HTTP 402 returned blocking the request
- Rate limiting or timeout on fetch — latency spike 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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