v1.0 — The Sitemap-to-llms.txt Bridge

Get your website ready for AI.

AI agents are like cats: they ignore your fancy design and go straight for the cardboard box. One-click generate llms.txt files, clean page markdown, audit AI crawler access, and score your pages for citation readiness.

Coding Cats

Crawler Audit

Agent transparency protocol

GPTBot/1.0ALLOWED
ClaudeBotALLOWED
CCBot (CommonCrawl)BLOCKED
PerplexityBotREADING

Citation Readiness

Score based on technical density and metadata freshness.

H1 HierarchyPass
Last-Modified HeadersMissing
82Citable

LLM Extraction Test

Simulating Claude-3.5-Sonnet perception

Actual Intent
“auth_token” is a 64-character hex string passed via Header.
LLM Hallucination
“auth_token” is base64 encoded and passed via URL param.
Remediation ReqdSchema.org injection recommended for this node.

Freshness Map

Visualizing documentation decay.

Stale (2yr+)Recent (24h)
output/llms.txt
# DevEngine Semantic Manifest
# Generated for AI Documentation Agents

Full Docs: https://devengine.ai/docs
API Reference: https://devengine.ai/api
{
  "@context": "https://schema.org",
  "@type": "SoftwareSourceCode",
  "name": "DevEngine Agent Protocol",
  "runtimePlatform": "Node.js",
  "programmingLanguage": "TypeScript",
  "abstract": "Automatic context generation for LLM ingestion."
}

## Core Modules
- /auth: JWT-based stateless identity
- /ingest: Multi-threaded crawler logic
- /vector: Metadata-pinned embeddings

Built for the context window.

Modern LLMs don't want your marketing copy. They want clean, structured, cited technical data. AI Ready strips the noise and generates the perfect llms.txt and json-ld manifests for your site.

  • Automatic Markdown cleanup & normalization
  • Semantic schema injection for better RAG performance
  • Real-time hallucination prevention monitoring
llms.txt preview
# yoursite.com
> Concise summary for agents.
 
## Sections
- [Pricing](/pricing): plan tiers
- [Docs](/docs): API + SDK
- [Changelog](/changelog): releases
4.2x
Better Retrieval Accuracy