AEO Studio Engine v1.0
100 / 100 AEO Readiness
💳 Buy Pro ($19)
Founding Sale Sovereign Lifetime License: $79 $19 Lifetime • Unlimited Schema.org Linked Data • One-Click ZIP Bundles • Zero Telemetry
💳 Card / Apple Pay ($19)

🌐 Live Multi-Page AEO & AI Readiness Crawler

Crawl any live URL, inspect sitemaps, audit robots.txt & llms.txt, test AI search bot policies, and get actionable citation & backlink intelligence.

Real Time
Quick Tests:

🛡️ Live AI Search Bot & WAF Inspector

Probe your live production or staging website using authentic User-Agents for 10 top AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Applebot, Google-Extended) to detect Cloudflare/AWS WAF challenges and restrictions.

⚔️ Head-to-Head Competitor AEO Benchmark

Compare your website side-by-side with any competitor to identify entity graph gaps, machine manifest advantages, and winning citation tactics.

👁️ Real-Time SERP & AI Citation Preview

Live visual simulation of how search engines, social crawlers, and AI answer engines render your structured knowledge graph:

🌐
aeo-engine.dev › https://aeo-engine.dev
AEO Graph Engine — Answer Engine Optimization Knowledge Graph
Standalone, zero-dependency generator and validator for Schema.org linked data, llms.txt, ai.txt, and AI crawler directives.
llms.txt Machine Manifest
Clean factual markdown documentation for LLM agents.
Schema.org @graph
Connected entity knowledge graph with Organization & WebSite.
📦 Framework Integration Exporter

Export zero-dependency, typed, copy-paste integration snippets tailored for your frontend framework:

// Loading framework code...
🤖 1-Click Model Context Protocol (MCP) Setup

Connect your AI assistant (Claude Desktop, Cursor, Cline, Zed, Hermes) directly to this engine to automatically optimize AEO during coding sessions:

🧠 Specialized AI Agent System Prompts

Paste these system prompt templates into your custom GPTs, Claude Projects, or Agent Runners:

⚡ AI Agent Keys, Local Endpoints & Gateway Ports

Configure API keys for frontier cloud models (OpenAI, Anthropic, Groq, Perplexity) or connect free private local models (Ollama, LM Studio, vLLM) on custom ports.

Universal Gateway
🚀 Active Model Routing & Connection Ping Built-in Offline Engine

Select which AI engine handles knowledge graph synthesis and answer engine simulation:

0.3
🔑 Frontier AI Cloud Provider API Keys

Keys are stored securely in local browser storage (and optionally synced to your local `.env`):

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🔌 Local AI Endpoints & Ports (100% Free & Private) Local GPU / CPU

Configure custom ports and endpoints for local LLM inference engines and agent servers:

🔮 Live Answer Engine Perception Simulator

Simulate how modern conversational answer engines (ChatGPT Search, Perplexity AI, Claude) perceive, summarize, and cite your project:

Click "Simulate Perception" to generate real-time Answer Engine query output...
100
EXCELLENT AEO
✔ Schema.org Linked Data Graph (@graph: Organization, WebSite, App, FAQ)
Connected
✔ llms.txt Standard Manifest (llmstxt.org compliant)
Valid
✔ Deep Research Knowledge Base (llms-full.txt with citations)
Active
✔ AI Search Bot Directives (GPTBot, PerplexityBot, ClaudeBot, Applebot)
Optimized
Connected Schema Entities
Schema.org JSON-LD Linked Data (@graph)
🔒
Schema.org Output Locked

Unlock unlimited Schema.org JSON-LD graphs, llms.txt compiler, and one-click ZIP bundles.

💳 Buy ($19)
llms.txt (Concise AI Index per llmstxt.org)
llms-full.txt (Comprehensive Deep-Research Knowledge Base)
AI Search Engine Bot Directives
ChatGPT (GPTBot) Allowed
Direct search indexer for OpenAI ChatGPT search retrieval.
Perplexity (PerplexityBot) Allowed
Real-time web search crawler for Perplexity answer citations.
Claude (ClaudeBot) Allowed
Anthropic retrieval agent for Claude artifacts & knowledge.
Apple (Applebot-Ext) Allowed
Apple Intelligence indexing for Siri & Spotlight answers.
ai.txt Machine Access Policy
robots.txt AI Directives
Live HTML Schema Injector

Paste any raw HTML document below and click Inject Schema to embed the synthesized JSON-LD tag into the <head> element idempotently.

Injected HTML Result
Click 'Inject Schema' above...
How Answer Engine Optimization (AEO / GEO) Works
1. What is AEO vs SEO?
Classic SEO aimed to rank on 10 blue links on Google. Modern AEO structures your data so AI answer engines (Perplexity, ChatGPT Search, Claude, Google AI Overviews) can directly read, synthesize, and cite your website during conversational answers.
2. Why Connected Schema.org @graph Matters
Isolated schema tags leave ambiguity. A connected @graph links your Organization, WebSite, Software/Product, FAQPage, and BreadcrumbList into a unified entity network with canonical @id URIs, giving AI models 100% confidence in factual claims.
3. llms.txt & llms-full.txt (The Machine Index)
LLMs have strict token limits during live search queries. llms.txt provides an ultra-concise summary index with structured markdown links so AI crawlers can retrieve your core documentation in sub-50 tokens.
4. Live Multi-Page Crawler & Verification
The engine includes a live URL scanner that crawls your internal pages, verifies robots.txt and sitemaps, inspects JSON-LD tags, and scores your site across 5 critical AEO dimensions.
CLI Quickstart
# 1. Live crawl and audit any website aeo scan https://example.com --max-pages 5 # 2. Run Model Context Protocol (MCP) server aeo mcp # 3. Export framework code aeo framework nextjs_app --output-dir app/ # 4. Synthesize from natural language prompt aeo prompt "An AI resume builder called CVForge on cvforge.app" --output-dir dist/ # 5. Start interactive local Studio aeo serve --port 8080
Python Programmatic Library Usage
from aeo_graph_engine import ( LiveAEOScanner, FrameworkExporter, MCPServer, synthesize_config_from_prompt, write_aeo_bundle, validate_aeo_bundle ) # 1. Crawl & Audit Live Website scanner = LiveAEOScanner("https://example.com", max_pages=5) results = scanner.compute_audit_scores() print(f"Overall AEO Score: {results['overall_aeo_score']}/100") # 2. Export Framework Integration Files exporter = FrameworkExporter({"site_name": "Apex", "domain": "apex.dev"}) next_files = exporter.export("nextjs_app") print(f"Generated {len(next_files)} Next.js integration files.")

🎯 AI Search Engine Citation & Perception Simulator

Simulate real-time conversational retrieval and Answer Engine citations across Perplexity AI, ChatGPT Search, and Google Gemini with extractability scoring.

Multi-Engine Simulator
Extractability & Citation Readiness
94
EXCELLENT
🔮 96% Citation Confidence
📑 High-Confidence Extracted Quotes & Citations 3 Key Facts
🟣 Perplexity AI (Sonar Pro)
🟢 ChatGPT Search (GPT-4o)
🔵 Google Gemini (AI Overview)

📊 Entity Knowledge Graph & Schema Visualizer

Explore connected Schema.org linked data nodes, entity relationships, publisher links, and hierarchy via Mermaid diagrams and interactive trees.

🕸️ Connected Knowledge Graph Overview
4 Entities 3 Relationships
📐 Mermaid Diagram & Entity Relations
🌲 ASCII Entity Tree

🕷️ Sitemap Discovery & Batch Multi-Page AEO Auditor

Batch crawl XML sitemaps, inspect per-page JSON-LD schemas, measure word count, verify canonical URLs, and detect site-wide optimization gaps.

Sitemap Engine