GENERATIVE ENGINE OPTIMIZATION PLATFORM

Don't Get Erased by AI Answers. Get Cited First.

Visual simulation of NovaGEO SaaS infrastructure. Experience how automated AI search audits, separated score diagnostics, and knowledge graph engineering work.

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NovaGEO Platform Prototype Mockup
INTERACTIVE PROTOTYPE SANDBOX

Interactive AI Citation Audit Simulator

POPULAR SME PRESETS:
LIVE GEO AUDIT EXECUTION PROGRESS
1
Domain & SSL Handshake Validating endpoint security, canonical headers, and crawl accessibility
2
Technical Schema & Structure Parsing Extracting JSON-LD microdata, HTML5 semantics, and DOM node clarity
3
Semantic Vector Alignment Check Computing cosine similarity across LLM embedding vector spaces
4
Multi-LLM Citation Simulation Simulating generative prompt benchmarks on ChatGPT, Perplexity & Claude
HIGH CITATION LIKELIHOOD

OVERALL AI CITATION PROBABILITY

Your brand demonstrates strong structural signals but requires targeted entity reinforcement for top-tier generative engine recommendations.

SEPARATED SCORE DIAGNOSTICS

Separated GEO Performance Metrics

Granular evaluation across the three fundamental pillars of Generative Engine Optimization.

Technical Readability
92/100 • EXCELLENT
Measures Schema.org JSON-LD microdata structure, semantic DOM hierarchy, and TTFB server response. Clean technical formatting allows LLM web crawlers (GPTBot, PerplexityBot, ClaudeBot) to parse company facts cleanly without extraction errors.
Semantic Relevance
78/100 • GOOD
Evaluates vector embedding proximity against high-intent search query clusters, entity density, and contextual clarity. Ensures generative AI models recognize your content as authoritative direct-answer material.
Current AI Visibility
64/100 • ACTION NEEDED
Tracks real-time brand citation frequency, factual accuracy, and URL attribution across ChatGPT, Perplexity, Claude, and Gemini responses for competitive industry prompts.
ZERO HALLUCINATION SCHEMA

Bilingual Knowledge Graph Visualizer

Dynamic graph canvas connecting company credentials, core services, and product facts into machine-readable entity networks.

SAAS ARCHITECTURE

Core Platform Infrastructure

1. Generative Discovery Audit

Automated crawling engine simulating search queries across top LLM search engines to compute citation likelihood.

2. Knowledge Graph Engineering

Bilingual JSON-LD schema builder mapping SME entity networks for seamless AI ingestion.

3. Semantic Engineering Layer

Vector alignment engine optimizing context windows, entity density, and citation hooks.