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Web Distillation with BM25 Budget Control
Web Distillation with BM25 Budget Control is a paid API for AI agents from whale-momentum.agentdiet.dev, paid per call via MPP, $0.001/call, status unknown (last checked 2026-10-23).
Fetches and distills a URL or raw HTML into Markdown, structured JSON, skeleton, or BM25-focused excerpt with token budget enforcement
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://whale-momentum.agentdiet.dev/v1/web-scrape)
Output
Returns a distilled representation of the webpage or HTML in the chosen mode (Markdown, structured JSON tables/metadata, skeleton outline, or BM25-focused excerpt), along with ROI proof metrics including raw vs distilled token counts, compression ratio, tokens saved, and estimated LLM cost savings. Also includes cache status and billing details.
Example use cases
Stripe docs research for agent
“Grab the Stripe docs page at https://stripe.com/docs/payments and distill it in budget mode focused on 'payment intent lifecycle', keeping it under 1500 tokens so I don't blow my context window.”
Competitor pricing page extraction
“Scrape https://www.competitor.com/pricing and give me a structured JSON breakdown of their pricing tiers and features — I want to compare them to ours.”
Compress raw HTML for analysis
“I have this raw HTML from a news article — can you distill it down to just the main article content as clean markdown so I can feed it to another model without wasting tokens?”
Technical details
Endpoint
POSThttps://whale-momentum.agentdiet.dev/v1/web-scrape?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to fetch and compress web content to fit within LLM context windows, especially when token cost is a concern. The BM25 budget mode is uniquely suited for agents that need only query-relevant snippets from large pages. Prefer this over generic scrapers when you need ROI proof of token savings or when working with large documentation sites like Stripe docs. The $0.001/call pricing makes it cost-effective for high-volume agent workflows.
Side effects
- Invalid or unreachable URL returns an error status
- max_tokens set below minimum of 20 is rejected
- mode=budget without a query may produce unfocused results
- Rate limiting or paywalled pages may return incomplete content
- Malformed raw HTML may produce poor distillation quality
- Payment failure (x402) if USDC balance is insufficient
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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