AI & ML interests
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TheoryDigital Inc (TDi)
Applied AI for real estate, media, and lean digital infrastructure.
TheoryDigital is a Florida–based martech company. We build search engines, agentic systems and data-driven web products for real estate operators, media publishers, and our own in-house projects, keeping infrastructure costs low without sacrificing capability.
🤖 What We Build
- Agentic content pipelines — cloud-hosted agent networks that handle end-to-end workflows from topic research to SEO-optimized publication, with minimal human oversight
- Real estate content systems — custom builds from digital footprint and lead generation to full IDX integrations, with conversion-optimized page hierarchies grounded in buyer psychology
- AI visibility & SysOps — infrastructure management paired with AI citation tracking across ChatGPT, Perplexity, and Gemini, with monthly performance action plans
- SEO/GEO audits — traditional + generative search visibility, keyword performance, and answer engine optimization
🏗️ Stack Philosophy
We run lean by design. Our projects are built on a tight, battle-tested stack:
| Layer | Technology |
|---|---|
| Edge / Security | Cloudflare (WAF, DDoS, Access, CDN) |
| Frontend / Delivery | Jamstack (static-first, edge-cached) |
| Server / OS | Debian + Nginx |
| Backend / Automation | Ruby · Python |
| AI Layer | LLM APIs, RAG pipelines, Vectorize |
Low overhead. High output. No unnecessary complexity.
🏘️ Real Estate Focus
Real estate is our deepest applied vertical. We've built conversion architectures mapping buyer psychographics (Competitive, Methodical, Humanistic, Spontaneous) to dedicated landing pages, fear-bank copy, and hyperlocal content — turning generic property sites into lead-generation engines.
🔬 In-House Projects
Beyond client work, we maintain owned digital media properties and run internal experiments in publishing, GEO optimization, and behavioral content systems. These are the labs where our methodologies get stress-tested before going to market.
TheoryDigital Inc · St Petersburg, FL, USA & São Paulo, BR · theoryforce.com