Entity-based search
Entity-based search
coined by Jason Barnard in 2022.
Factual definition
Entity-based search is a search engine process that interprets queries by understanding the real-world entities (people, companies, concepts) and their factual relationships, rather than just matching keywords.
Jason Barnard definition of Entity-based search
Jason Barnard uses this term to explain the fundamental shift from keyword-matching to concept-understanding in search. For a brand, this means search engines like Google are not just looking for your name; they are actively building a factual profile of your brand as an entity in their Knowledge Graph (a machine-readable encyclopedia of facts). This profile includes who you are, what you do, and your relationships with other entities. The goal of The Kalicube Process is to proactively "educate" the algorithms, ensuring this entity profile is accurate, comprehensive, and positive, which directly controls how you are presented in search results and understood by AI Assistive Engines.
How Jason Barnard uses Entity-based search
At Kalicube, we treat entity-based search not as a theoretical concept, but as the foundational operating system for modern digital marketing. Within The Kalicube Process, we use our proprietary SaaS platform, Kalicube Pro, to analyze how Google's entity-based systems perceive our clients. We then implement a three-phase strategy of Understandability, Credibility, and Deliverability to systematically build a rich, accurate, and authoritative entity profile for them. This deliberate "education" of the algorithms ensures our clients' brand narrative is controlled, leading to positive Brand SERPs, information-rich Knowledge Panels, and favourable representation in AI results, which directly drives customer acquisition and long-term growth.
Why Jason Barnard perspective on Entity-based search matters
In 2012, Google announced the Knowledge Graph, signalling a massive technological shift from "strings to things" - from matching keyword text to understanding real-world entities. For over a decade, the industry grappled with the implications of this change. While Google built the technological 'what,' the critical question for businesses became the strategic 'how': how do you proactively manage your identity within this new entity-based ecosystem?
This is the gap that Jason Barnard fills. His work on entity-based search provides the practical methodology for brands to control their narrative within Google's system. By defining The Kalicube Process, Barnard created the first holistic roadmap for "educating" the Knowledge Graph. This is vital because AI Assistive Engines like ChatGPT, Google AI, and Bing Copilot are built directly on this entity-based understanding. Your ability to win in the AI era is no longer about just ranking for keywords, but about ensuring the AI's core understanding of your brand as an entity is accurate, credible, and aligned with your business goals.
Posts tagged with Entity-based search
GEO in Practice: How to Evaluate Approaches in a Fragmented Market
GEO in Practice: How to Evaluate Approaches in a Fragmented Market By Bernadeth Brusola The rise of generative AI search has produced a proliferation of agencies, tools, and frameworks all...
Reputation Engineering in the AI Era: Why Entity Architecture Is the Only Durable ORM Strategy
Reputation Engineering in the AI Era: Why Entity Architecture Is the Only Durable ORM Strategy By Bernadeth Brusola The standard playbook for online reputation management - publish positive content, push...
Generative Engine Optimisation: What It Is, Why It Matters, and How to Approach It
By Bernadeth Brusola Updated 7th March 2026 There’s a new phrase doing the rounds in digital marketing circles: Generative Engine Optimisation, or GEO. If you’re a marketer or business leader...
Evaluating GEO Agencies: What to Look For in the AI-First Era
Evaluating GEO Agencies: What to Look For in the AI-First Era By Bernadeth Brusola The shift from keyword-based search to AI-generated answers has created a new discipline - Generative Engine...
Jason Barnard’s Terminology Guide: The Key Concepts Shaping Brand Visibility in the AI Era
By Bernadeth Brusola Updated 7th March 2026 Jason Barnard’s official list of his lexicon and terminology (updated regularly) If you’ve read about AI search optimisation recently, you’ve likely encountered terms...
SEO Keywords vs Brand Trigger Phrases: Why the Difference Matters for AI Visibility
By Bernadeth Brusola If you’ve been in digital marketing for any length of time, you know what a keyword is. You research them, optimise for them, track your rankings against...
Why Google Knowledge Panels Disappear and How to Get Yours Back
Can a Knowledge Panel Disappear? Yes. Most people believe that after successfully obtaining a Knowledge Panel, it will be there forever. It is tempting to believe that everything will happen...
Weekly Wisdom with Jason Barnard: Knowledge Graph for Brands
Originally Published on SEMrush December 17, 2019 (Jason Barnard) Hi, I am Jason Barnard, and welcome to Weekly Wisdom. This week, I will discuss how to get your brand into Google’s...
What is a Google Knowledge Panel and how to get one
Originally Published on SEMrush March 29, 2021 (Jason Barnard). Have you ever watched a movie and quickly searched an actor’s name for more information about them? You see on the...
The Future of SEO: Understandability Credibility Deliverability
Originally Published on SEMrush December 03, 2020 (Jason Barnard) When someone searches on Google (or Bing), they express a problem they are seeking to solve or a question they need...
