{"uid":"cap_M-gAGMO1yYSktfYCnfdAA","slug":"shopify-intel-agentdiet-dev-web-url-to-agent-ready-token-distillation-d19e5e02","name":"Web URL to Agent-Ready Token Distillation (Context Diet)","description":"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/context-diet)","url":"https://shopify-intel.agentdiet.dev/v1/context-diet?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","required":["url"],"properties":{"url":{"type":"string","minLength":1,"description":"Target webpage URL to fetch and distill (or builtin://stripe-docs)"},"html":{"type":"string","description":"Optional raw HTML string to distill directly without fetching"},"mode":{"enum":["markdown","structured","skeleton","budget"],"type":"string","default":"markdown","description":"Distillation mode"},"query":{"type":"string","description":"BM25 focus query when mode=budget"},"max_tokens":{"type":"integer","minimum":20,"description":"Strict token budget ceiling when mode=budget"}}},"responseSchema":{"type":"object","required":["status","roi_proof","data"],"properties":{"data":{"type":"object","description":"Distilled Markdown, structured JSON tables/metadata, skeleton outline, or BM25 budget excerpt."},"cache":{"type":"object","properties":{"status":{"enum":["HIT","MISS"],"type":"string"},"cache_key":{"type":"string"},"latency_ms":{"type":"number"}}},"status":{"type":"string","description":"Execution status ('ok')"},"billing":{"type":"object","properties":{"agent_id":{"type":"string"},"payment_method":{"type":"string"},"fee_charged_usd":{"type":"number"}}},"roi_proof":{"type":"object","properties":{"raw_tokens":{"type":"integer"},"tokens_saved":{"type":"integer"},"roi_multiplier":{"type":"number"},"distilled_tokens":{"type":"integer"},"llm_cost_saved_usd":{"type":"number"},"compression_ratio_pct":{"type":"number"}}}}},"example":null,"exampleRequest":null,"tags":[],"displayCostAmount":"0.001","displayCostAsset":"USD","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.001/call","primary":{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.001","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"mpp","network":"tempo","amountUsd":"0.001","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_gsW1rxLZhCD9vqug5NGET","protocol":"mpp","methodType":"crypto","chain":"tempo","mode":"charge","costAmount":"0.001","costPer":"request","priority":0,"asset":"0x833589fcd6edb6e08f4c7c32d4f71b54bda02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":"shopify-intel.agentdiet.dev","brandSlug":"shopify-intel-agentdiet-dev-mpp","brandBaseUrl":"https://shopify-intel.agentdiet.dev","brandDocsUrl":null,"whatItDoes":"Fetches a URL or raw HTML and distills it into compact, BM25-budget-controlled tokens optimized for LLM agent consumption","exampleAgentPrompt":"Fetch the Stripe pricing page and distill it into compact markdown using budget mode with a focus query on 'transaction fees' and a 500 token ceiling — I need the most relevant bits without blowing my context window.","exampleUseCases":[{"title":"Compress docs page for agent context","prompt":"Grab the Stripe docs page at https://stripe.com/docs/payments and distill it into structured mode so I can feed the key tables and metadata to my agent without using up my whole context window."},{"title":"BM25 budget excerpt for RAG pipeline","prompt":"Distill https://docs.github.com/en/actions into budget mode with the query 'workflow triggers' and cap it at 300 tokens — I only want the most relevant snippet for my RAG pipeline."},{"title":"Skeleton outline of a landing page","prompt":"Fetch https://shopify.com and give me a skeleton outline distillation so my agent can quickly understand the page structure and headings without processing all the marketing copy."}],"resultDescription":"Returns a data object containing the distilled content (markdown text, structured JSON tables/metadata, skeleton outline, or BM25-scored excerpt depending on mode), alongside an roi_proof object showing raw vs distilled token counts, tokens saved, compression ratio percentage, LLM cost saved in USD, and ROI multiplier. Also includes cache status (HIT/MISS) and billing details.","failureModes":["Invalid or unreachable URL returns an error status","Token budget too small (max_tokens below 20) returns a validation error","HTML parsing failure for malformed raw HTML input","BM25 query required but missing when mode=budget","Rate limiting or payment failure via x402 protocol blocks the request","Timeout when fetching slow or large target pages"],"whenToPreferThis":"Choose this endpoint when an AI agent needs to consume web page content but must stay within a token budget, or when raw HTML is too noisy for direct LLM ingestion. It is especially useful for agentic RAG pipelines, documentation Q&A, and any workflow where context window efficiency matters. Prefer this over generic scrapers when you need BM25-ranked relevance filtering, multiple distillation modes (markdown/structured/skeleton/budget), and built-in token-savings reporting.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T07:21:37.620Z","isFirstParty":false,"canonicalSlug":"shopify-intel-agentdiet-dev-web-url-to-agent-ready-token-distillation-d19e5e02"}