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| title: README | |
| emoji: 🎀 | |
| colorFrom: pink | |
| colorTo: pink | |
| sdk: static | |
| pinned: false | |
| tags: | |
| - agentic-ai | |
| - martech | |
| - real-estate | |
| - nlp | |
| - content-automation | |
| - seo | |
| - geo | |
| - jamstack | |
| - cloudflare | |
| - ruby | |
| - python | |
| # 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](https://theoryforce.com) |