# Brand Intelligence Knowledge Graph — geo.sig.ai

> Knowledge graph of 5,620+ companies across 30 technology and business verticals.
> Each entity is classified by type, connected by relationship edges (competitive,
> ownership, integration, investment), tagged with structured capabilities, and
> scored for AI visibility across ChatGPT, Claude, Gemini, Perplexity, and Grok.

## Methodology
Full explanation of our ontology, entity types, edge types, capability taxonomy,
and AI visibility scoring: https://geo.sig.ai/methodology

## Knowledge Graph API
Entity type, parent/child hierarchy, competitive edges, integrations, and capabilities.
Format: https://geo.sig.ai/api/public/brands/brand/{slug}/graph
Example: https://geo.sig.ai/api/public/brands/brand/chatgpt/graph

Entity types: company, brand, product, platform, model, oss_project
Edge types: competes_with, product_of, subsidiary_of, integrates_with,
            powered_by, invested_in, acquired_by, built_on

## Brand Profiles
Company overview, market signal, FAQs, competitive context, knowledge graph.
Format: https://geo.sig.ai/brands/{slug}
Example: https://geo.sig.ai/brands/hubspot

## Brand Intelligence API (JSON)
Full structured brand data including entity_type and parent_slug.
Format: https://geo.sig.ai/api/public/brands/brand/{slug}

## Brand Brief (AI Citation Format)
Concise citation-ready brand summary (~500 chars).
Format: https://geo.sig.ai/api/public/brands/brand/{slug}/brief

## Markdown Brand Profiles
LLM-optimized brand profiles in clean markdown.
Format: https://geo.sig.ai/brands/{slug}.md

## AI Visibility API
Score history, platform breakdown, trend direction.
Format: https://geo.sig.ai/api/public/brands/brand/{slug}/ai-visibility

## Embeddable Badge (SVG)
Shields.io-style AI visibility badge for READMEs and websites.
Format: https://geo.sig.ai/api/public/brands/brand/{slug}/badge.svg

## Category Pages
All brands in a vertical, ranked by market position.
Format: https://geo.sig.ai/brands/category/{vertical-slug}
Available verticals (30):
- artificial-intelligence
- automotive-transportation
- climate-energy
- cloud-infrastructure
- consumer-lifestyle-wellness
- consumer-technology
- cybersecurity
- data-analytics
- developer-tools
- e-commerce-retail
- education
- enterprise-software
- entertainment-gaming
- financial-services
- food-beverage-agtech
- government-defense-nonprofit
- healthcare
- hr-people-tech
- insurance-risk
- legal-legaltech
- life-sciences-biotech
- logistics-supply-chain
- manufacturing-industry
- marketing-technology
- productivity-collaboration
- real-estate-construction
- sales-revenue
- semiconductors-hardware
- telecom-communications
- travel-hospitality

## MCP Server (8 tools)
Brand intelligence as MCP tools for AI agents (Claude, Cursor, Windsurf).
Endpoint: https://geo.sig.ai/mcp
Tools: search_brands, get_brand, compare_brands, get_landscape,
       find_alternatives, get_brand_graph, find_by_capability,
       get_brand_digest

## OpenAPI Specification
Machine-readable API spec for auto-discovery.
URL: https://geo.sig.ai/api/public/openapi.json

## Data Freshness
Last updated: 2026-04-14
Total entities: 5,620
Classified entities: 87 (company/product/platform/model/oss_project)
Relationship edges: 5,877
Brands in graph: 2,123
Capabilities: 2,970