Table of Contents
Entity Engineering: A Field Guide for People, Brands, and the Businesses Behind Them — Kimberly R. Harris, PhD
Preface — How I Became Four People on the Internet — and Why It Should Worry You
Part I · Foundations
- How Google Actually Works Now
- What Is an Entity?
Part II · The Knowledge Graph Ecosystem
- Wikidata
- Wikipedia and Other Reference Sources
- Google’s Own Entity Platforms
Part III · Schema Markup
- Schema.org Fundamentals
- Organization Schema in Depth
- Person Schema and Author Markup
- Specialized Schema Types
Part IV · NAP Consistency and Citation Building
- NAP Consistency
- Brand Mentions and Co-Citation
Part V · On-Page Entity Optimization
- Your Website as an Entity Hub
- Social Profiles and Owned Media as Entity Anchors
Part VI · Monitoring, Measurement, and Maintenance
- Measuring Entity Strength
- Protecting and Defending Your Entity
Part VII · Vertical Playbooks
- Entity Engineering for E-Commerce
- Entity Engineering for Personal Brands
Part VIII · The AI & Reasoning Frontier
- Entity Engineering for AI Search
- Entity Engineering for AI Assistants and Agents
- Reasoning Engine Optimization
Conclusion
Appendices
- A. Periodic Table of Entity Engineering
- B. Master Entity Audit Checklist
- C. Schema Markup Templates
- D. Wikidata Property Reference
- E. Tools and Resources Directory
- F. Platform Entity Signal Inventory
- G. A Complete Entity Consolidation Walkthrough
- H. The Local and Professional Services Playbook




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