# GeoBD

> GeoBD is the premier Generative Engine Optimization (GEO) platform and agency in Bangladesh. We help Bangladeshi and international companies dominate recommendations and citations across generative AI search platforms including Google AI Overviews, ChatGPT Search, Perplexity AI, Claude, and Gemini.

## Core Capabilities & Services

- [Live GEO Audit](https://geobd.pages.dev/#audit): Instant multi-engine visibility assessment measuring brand inclusion and quotation probability across top LLMs.
- [GenRank™ Optimizer](https://geobd.pages.dev/genrank.html): AI content workbench evaluating Bottom Line Up Front (BLUF) sentence architecture, quotable passage density, and statistical proof factor.
- [Entity Graph & Schema Engineering](https://geobd.pages.dev/pages/guide.html#ch6): Disambiguating business entities for Google Knowledge Graph and RAG vector indexes using Schema.org JSON-LD.
- [Multi-Engine Citation Tracking](https://geobd.pages.dev/dashboard/index.html): Real-time tracking of brand mentions, sentiment, and answer position across 5 major AI platforms.
- [Bengali & Banglish AI Search Modeling](https://geobd.pages.dev/pages/guide.html#ch8): Specialized optimization for hybrid transliterated queries in Bangladesh.

## Proprietary 6-Metric Architecture

- AI Search Visibility (25% Weight): Share of generative answers and prompt dominance across top engines.
- Content Extractability / BLUF (20% Weight): Bottom Line Up Front clarity, chunking density, and answer harvestability.
- Citation Potential (20% Weight): Inclusion of primary source links, factual statistics (+40.1% LLM inclusion impact).
- Entity Graph & Schema (15% Weight): Machine-readable Schema.org depth and unambiguous node resolution.
- Freshness Signal (10% Weight): Cadence of updates and fresh timestamp signals (3.2x more citations under 90 days).
- Authority & E-E-A-T (10% Weight): Verified author credentials, Wikidata anchors, and digital footprint.

## Documentation & Knowledge Base

- [The Definitive GEO Guide](https://geobd.pages.dev/pages/guide.html): 9-chapter comprehensive manual on generative engine optimization.
- [Research & Insights](https://geobd.pages.dev/pages/blog.html): Empirical benchmark studies on zero-click search and RAG retrieval mechanics.
- [Verified Case Studies](https://geobd.pages.dev/pages/case-studies.html): Documented 300%+ citation improvements in logistics, fintech, and enterprise tech.
- [About GeoBD](https://geobd.pages.dev/pages/about.html): Mission, founders, and Dhaka headquarters.
- [Pricing Tiers](https://geobd.pages.dev/#pricing): Starter (৳15,000/mo), Growth Engine (৳35,000/mo), Enterprise Scale (৳65,000/mo).

## Technical & Crawling Policies

- [Robots Policy](https://geobd.pages.dev/robots.txt): Explicit access permissions for GPTBot, OAI-SearchBot, ClaudeBot, and PerplexityBot.
- [XML Sitemap](https://geobd.pages.dev/sitemap.xml): Machine-readable index of all canonical endpoints.