Originally published at thatdevpro.com. Part of ThatDevPro's open SEO + AI framework library. ThatDevPro is an SDVOSB-certified veteran-owned web + AI engineering studio. Open-source AI citation toolkit: github.com/Janady13/aio-surfaces.
Establishing Entities in Google's Knowledge Graph — Wikidata, Wikipedia, and the Entity Web
A comprehensive installation and audit reference for establishing a business and its key entities in Google's Knowledge Graph, claiming and managing the Knowledge Panel, building reciprocal entity reconciliation across the web, and maintaining the entity authority that compounds across rankings, AI engines, and brand search results. This document is dual-purpose: installation manual and audit document.
Cross-stack implementation note: the code samples in this framework are written in plain HTML for clarity. For React, Vue, Svelte, Next.js, Nuxt, SvelteKit, Astro, Hugo, 11ty, Remix, WordPress, Shopify, and Webflow equivalents of every pattern below, see framework-cross-stack-implementation.md. For pure client-rendered SPAs (no SSR/SSG) see framework-react.md. For Tailwind-specific concerns (purge, dynamic classes, dark-mode CLS, focus accessibility) see framework-tailwind.md.
