Luminara Suite – AI Search Visibility (SEO / AEO / GEO)

AI-powered search visibility suite that audits websites for SEO, Answer Engine Optimisation (AEO), and Generative Engine Optimisation (GEO) grounded in live search results.

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🎯 Problem

Traditional SEO tools only track conventional keyword ranks on classic search index pages. They do not account for:

• AI Answer Engines: How perplexity engines and conversational models (ChatGPT Search, Perplexity, Claude, Gemini) evaluate your domain.
• Generative Search Results: Google AI Overviews and SGE citations.
• LLM Synthesizability & Citability: Whether an AI agent can extract facts, answers, and authority signals from your architecture.

Businesses need to know: How does my brand and content look to autonomous AI search systems?

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💡 Solution

Luminara Suite bridges the gap between classic search indexing and generative engine optimization:

• Live Multi-Engine Search Audits: Queries live web search indexes and answer engines to inspect actual brand visibility.
• LLM-Powered Citability Diagnostics: Uses high-throughput LLM reasoning to evaluate content structure, answer density, and knowledge-graph markup.
• Actionable Optimization Blueprints: Produces granular technical SEO, AEO, and GEO recommendations.
• Competitor Benchmarking: Compares your brand's AI citation share directly against industry competitors.

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✨ Key Features

• Multi-Vector Audit Scoring: Generates composite scores across technical SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO).
• Competitor Citation Snapshots: Inspects which sources LLMs select when answering queries in your domain.
• Bring-Your-Own-Key (BYOK): Seamlessly runs on your choice of AI providers:
  • Groq (ultra-fast inference)
  • NVIDIA NIM (enterprise model acceleration)
  • Ollama (100% private, local offline execution)
• Modular Monorepo: Clean separation between client interface and backend search/analysis agents.

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🏗️ Architecture & Tech Stack

[ Web Client (React + TS + Vite) ]
                │
                ▼
[ API / Worker Services (Node.js / Cloudflare) ]
                │
        ┌───────┴─────────────────┐
        ▼                         ▼
[ Live Search Grounding ]   [ AI Agent Orchestration ]
(Google / Serper / Web)     (Groq / NVIDIA NIM / Ollama)

• Frontend: React, TypeScript, Vite, Tailwind CSS
• Backend: Node.js, Express, Cloudflare Workers
• AI & Reasoning: Groq, NVIDIA NIM, Ollama, local models, RAG over live search results
• Companion Engine: Luminara-Search-Oracle-Agent

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🚀 Quick Start (Run Locally)

1. Clone Repository

git clone https://github.com/LuminaraDigital/Luminara-Suite.git
cd Luminara-Suite

2. Configure Environment

cp luminara-suite/server/.env.example luminara-suite/server/.env
# Add your AI provider API keys (Groq, NVIDIA NIM, or configure local Ollama)

3. Install & Launch

# Backend
cd luminara-suite/server
npm install
npm run dev

# Frontend (in a separate terminal)
cd ../client
npm install
npm run dev

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🤖 AI & Multi-Model Grounding

• Live RAG Pipeline: Contextually grounds LLM synthesis against real-time SERP and answer engine results.
• Provider Redundancy: Automatic failover across Groq, NVIDIA NIM, and local Ollama nodes.
• Deterministic Evaluation: Grounded scoring rubrics ensure consistent, actionable audit reports.

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📄 License

Distributed under the GNU Affero General Public License v3.0 (AGPL-3.0). See LICENSE for details.