# AgentDiet LLMs Documentation Distillation Generator

> AgentDiet LLMs Documentation Distillation Generator is a paid API for AI agents from company-enrich-72343955726.us-central1.run.app, paid per call via x402, $0.015/call, status unknown (last checked 2026-10-27).

Fetches and distills web content (e.g. LLM/API documentation) into compressed, agent-ready markdown with token savings metrics

## Facts

- Endpoint: GET https://company-enrich-72343955726.us-central1.run.app/v1/llms-generator?utm_source=zero.xyz
- Price: $0.015/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-27
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/agentdiet-llms-documentation-distillation-generator-153993af
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_d_ZpeATj2wsTKylfBsa-F

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability agentdiet-llms-documentation-distillation-generator-153993af
```

Example prompt: Can you distill the documentation at https://docs.example.com/api into clean, compressed markdown so I can include it in my prompt without blowing up my token budget?

## When to prefer this

Choose this endpoint when an AI agent needs to ingest web or documentation content but must minimize token usage — ideal for pipelines where source material is verbose and token budgets are tight. Prefer it over raw web scraping when you also want quantified compression metrics (ROI multiplier, tokens saved) alongside the content. Best suited for LLM documentation, API references, blog posts, and research pages rather than structured data extraction tasks.

## Known failure modes

- Target URL is unreachable or returns non-200 — distillation fails with error status
- Content is behind authentication wall — returns empty or partial extraction
- Payment not received via x402/HTTP 402 — request rejected before processing
- Source content is too short or already minimal — low compression ratio, minimal token savings
- Rate limiting or server-side quota exceeded — returns error response

## How this service works

15-App Autonomous Business-to-Agent (B2A) API Hub & MCP Suite. Supports Web Distillation, On-Chain Risk, DEX Token Intelligence, B2B Lead Enrichment, Domain OSINT, Email Verification, SEC Filings, GitHub Audits, Prompt Firewall, and native HTTP 402 (x402 Base USDC).

## Output

Returns a JSON object containing: distilled markdown content with a title, a status field, and an roi_proof block showing raw token count, distilled token count, tokens saved, compression ratio percentage, and ROI multiplier — giving both the clean content and quantified token efficiency metrics.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "url"
   ],
   "properties": {
    "url": {
     "type": "string",
     "minLength": 1,
     "description": "Website URL to crawl and generate a ready-to-consume /llms.txt manifest for"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "status",
    "roi_proof",
    "data"
   ],
   "properties": {
    "data": {
     "type": "object"
    },
    "status": {
     "type": "string"
    },
    "roi_proof": {
     "type": "object"
    }
   }
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "json",
 "example": {
  "data": {
   "mode": "markdown",
   "title": "Example Documentation",
   "content": "# Example Documentation\nClean agent-ready markdown..."
  },
  "status": "ok",
  "roi_proof": {
   "raw_tokens": 14200,
   "tokens_saved": 13520,
   "roi_multiplier": 67.6,
   "distilled_tokens": 680,
   "compression_ratio_pct": 95.2
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/agentdiet-llms-documentation-distillation-generator-153993af/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from company-enrich-72343955726.us-central1.run.app](https://www.zero.xyz/host/company-enrich-72343955726.us-central1.run.app/llms.txt)