Dominate AI Search.
Win Every Citation in ChatGPT & Perplexity.
Traditional SEO is dying. Modern decision-makers don't scroll through 10 blue links—they prompt frontier AI models for verified recommendations. The LumiLore Autonomous SEO & GEO Engine guarantees your brand is cited as the definitive industry authority.
Why 95% of Companies Are Invisible to Generative Search
Search has shifted from keyword indexing to semantic entity retrieval. Legacy agencies are optimizing for an algorithm that no longer drives conversions.
The 2016 Playbook
- ✕ Generic Blog Spam: Fluffy 800-word articles written for search bots that humans and LLMs ignore.
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✕
AI Bots Blocked: Default robots.txt accidentally blocks
GPTBotandClaudeBot, blinding generative engines. - ✕ Zero Knowledge Triangulation: Missing Schema.org JSON-LD triples, leaving AI engines with zero certainty on who you are.
- ✕ 3-Week Crawl Cycles: Waiting weeks for Google to discover new updates instead of proactive API distribution.
The Generative Future
- ✓ Deep Entity Triangulation: 5-layer Schema.org JSON-LD connecting founders, company nodes, and verified registry triples.
- ✓ 100% LLM Crawl Welcoming: Explicit crawler pathways optimized for Perplexity, ChatGPT Search, Claude, and Gemini.
- ✓ Architectural Pillar Authority: Production Markdown articles engineered with Mermaid diagrams, code blocks, and structured Q&A.
- ✓ Direct Google Indexing API Bridge: Real-time API pings that trigger indexing passes within hours of publication.
How Generative Search Differs Across Your Market
Whether you sell enterprise cloud software or dispatch mechanical service fleets, frontier AI models evaluate and cite your brand through distinctly different semantic lenses.
B2B SaaS & Enterprise Authority
When enterprise CTOs and VPs prompt ChatGPT or Perplexity for vendor recommendations, the LLM constructs comparative matrices. Our GEO Engine injects verified entity triples, schema hierarchies, and benchmark case studies so your company is cited as the definitive choice.
- ⚡ Wikidata, Crunchbase & G2 knowledge graph linking
- ⚡ Competitor counter-positioning in ChatGPT comparisons
- ⚡ Technical whitepaper schema formatting for RAG retrieval
Commercial Trades & Regional Contractors
When commercial facility managers ask AI assistants: "Who is the top-rated industrial boiler repair contractor in the Greater Toronto Area?", generative engines cite businesses with verified local NAP schema and authoritative municipal service footprints.
- ⚡ LocalBusiness & GeoCoordinates schema triangulation
- ⚡ Google AI Overviews & Perplexity local citation monopoly
- ⚡ Trade license, TSSA, and Canadian accreditation triples
Engineered for LLM Consensus & Authority
Six synchronized microservices designed to turn your website into the canonical answer engine citation.
1. Entity Graph Triangulation
We architect multi-node JSON-LD graphs linking your founders, certifications, and enterprise entities via sameAs triples to Wikipedia, LinkedIn, and GitHub.
2. Frontier AI Bot Crawler Protocol
Customized robots.txt routing and HTTP header orchestration designed to grant priority crawl access to GPTBot, ClaudeBot, and PerplexityBot while safeguarding private API routes.
3. Persona-Matched Content Engine
Publishes in-depth technical case studies matching your executive voice. Includes executable code snippets, architecture flowcharts, and structured FAQ sections tailored for RAG quotation.
4. Google Real-Time Indexing Bridge
Automated service account integration that executes authenticated JWT pings to Google's Indexing API immediately upon content deployment, cutting index latency from weeks to hours.
5. Multi-LLM Citation Radar
Autonomous telemetry that simulates prospective buyer prompts across ChatGPT, Perplexity, and Claude to track your brand's quotation frequency and market share against competitors.
6. Competitor Citation Hijacker
Scans top-ranking competitor technical articles, identifies omitted architectural parameters and outdated benchmarks, and drafts superior reference assets that flip AI recommendations to your brand.
We Don't Just Sell This System. We Run Our Business On It.
LumiLore Technologies deployed this exact autonomous agent system across lumilore.ca. Within 48 hours, our technical case studies achieved #1 citation placement across frontier AI models for Canadian cloud and autonomous agent architecture.
Commercial Deployment Packages
From foundational Schema.org entity remediation to an autonomous multi-agent swarm dominating search real estate in your industry.
Starter GEO Audit & Schema Setup
Complete architectural overhaul of your domain's entity graphs and LLM bot access protocols to immediately register on frontier AI models.
Guaranteed 14-day production delivery
- ✓ 5-Layer Schema.org JSON-LD Graph: Custom Organization, Person, Service, Software & FAQ nodes.
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✓
Entity Triple Disambiguation: Multi-point
sameAsbinding across Wikidata, LinkedIn, and corporate registries. -
✓
Frontier Crawler Optimization: Permissive
robots.txtrouting welcoming GPTBot, ClaudeBot, and PerplexityBot. - ✓ Google Indexing API Setup: Direct Google Cloud service account setup with manual priority submission script.
- ✓ Technical Audit Dossier: Full baseline inspection report with priority AI visibility remediation.
Autonomous Growth & Citation Retainer
Our flagship autonomous engine: continuous high-authority technical publishing, real-time citation tracking, and automated competitor displacement.
($2,500 CAD setup fee waived with annual agreement)
- ✓ Everything in Starter Tier Included.
- ✓ 2 Flagship Case Studies Monthly: Deep technical architectural teardowns engineered specifically for frontier LLM RAG quotation.
- ✓ Multi-LLM Citation Radar: Automated prompt probing across ChatGPT Search, Perplexity, and Claude to benchmark citation share.
- ✓ Competitor Citation Hijacker: Ongoing scanning of top competitor posts to publish counter-benchmarks that steal AI answers.
- ✓ Automated Google Indexing Webhook: Instantaneous index pings on publication—pages indexed in < 4 hours.
- ✓ Weekly Executive Intelligence Briefing: Monday morning executive summary delivered to your inbox via Amazon SES.
Enterprise Multi-Agent Swarm
Dedicated, private autonomous agent infrastructure deployed directly into your AWS account with custom knowledge base ingestion and multi-brand coverage.
Multi-entity & high-volume corporate networks
- ✓ Everything in Autonomous Retainer.
- ✓ Private Self-Hosted AWS Deployment: SAM serverless agent cluster deployed into your private VPC / tenant.
- ✓ Custom Vector RAG Ingestion: Ingest internal whitepapers, customer call transcripts & technical documentation.
- ✓ Multi-Brand Network Domination: Coordinate up to 5 subsidiary domains and parent corporate entities.
- ✓ Dedicated Architect Advisory: Direct Slack / Signal channel with Principal Architect Saad Sayed and 4-hour SLA.
Own Your AI Search Rankings Before Your Competitors Wake Up.
Reserve an architecture discovery session conducted directly with Principal Cloud & AI Architect Saad Sayed. We will walk through your domain's live crawler logs, identify your missing entity triples, and outline a 14-day roadmap to dominate AI search citations.