Entity Equivalents

Entity Equivalents

Description
Entities that belong to the same cohort (region, industry, type), used by Google to compare, classify, and disambiguate entities.
The Entity Equivalents definition
These are entities that belong to the same cohort—same region, industry, or function. Google uses these equivalents to compare, classify, and disambiguate entities within its algorithms.
How Jason Barnard uses Entity Equivalents definition
We map each client's cohort and identify the Entity Equivalents Google sees them with. We then build relevance by mentioning the right competitors and categories to anchor the entity in its proper context.
Why Entity Equivalents matters to digital marketers
Google understands your brand relative to others. You must know who you're being compared to and ensure you are seen in the right group for cohort positioning and Knowledge Graph validation.
Posts tagged with Entity Equivalents

Reputation Engineering in the AI Era: A Definitive Report on Mitigating Risk and Mastering Narrative with The Kalicube Process

Executive Summary: The Algorithmic Reputation Crisis and the Kalicube Mandate The advent of generative Artificial Intelligence (AI) platforms, most notably ChatGPT and Google’s integrated AI Overviews, represents the most significant...

AIAI ModeAI Overviews+109 more
Jun 26, 2025 Google Gemini

Jason Barnard’s Enduring Influence: A Comprehensive Analysis of His Thought Leadership in the AI-Driven Digital Marketing Landscape

Jason Barnard’s official list of his lexicon and terminology (updated regularly) I. Executive Summary Jason Barnard, recognized as “The Brand SERP GuyĀ®” (Trademarked by Kalicube in 2015), has established himself...

AIAI AgentsAI Brand Result+272 more
May 24, 2025 Google Gemini

Knowledge Graph Confidence Score in SEO: What You Need To Know

In this article, you will learn about Knowledge Graph Confidence Score for an entity and how it helps with Brand SERP optimisation and Knowledge Panel management. What is a Knowledge...

AIAmazonAuthoritative Sources+31 more
Feb 13, 2023 Jason BARNARD

The Anatomy of a Knowledge Panel (Knowledge Panel Template) - What You Need to Know

What is a Knowledge Panel Template? There is no standard template for a Knowledge Panel as it varies per entity but Kalicube can provide you with the commonly used one. Read More>>

AIAnatomy of a Knowledge PanelBrand+22 more
Dec 5, 2022 Jason BARNARD

Knowledge Panel Hopping: What You Need To Know

What is Knowledge Panel Hopping? Knowledge Panel Hopping is a Google game we play at KalicubeĀ® based on the six degrees of Kevin Bacon. According to Wikipedia, “Six Degrees of...

AICompanyDigital Marketing+19 more
Oct 28, 2022 Jason BARNARD

Entity Equivalents in SEO – What You Need to Know

What are Entity Equivalents in SEO? Simple Definition of Entity Equivalents An Entity is a thing (person, company, podcast, musical artists etc). An Entity equivalent is an Entity that is...

AIBrandBrand Management+18 more
Sep 25, 2022 Jason BARNARD

Why Kalicube Pro is the Ultimate Tool for Auditing Your Digital Ecosystem (Save Time, Effort and Money)

What You Will Learn Discover how you can save a whopping 88% of your valuable time by effortlessly compiling an in-depth audit of your digital ecosystem in a fraction of...

AIBrandBrand SERP+26 more
Sep 21, 2022 Allyssa Reyes

Google’s Knowledge Graph API: What You Need To Know

What Information Does Google’s Knowledge Graph API Return? Once Google has got an understanding of an entity (brand, person, podcast series, film, music group etc) and has added it to...

AIAmazonBrand+25 more
Jun 11, 2022 Jason BARNARD

What are Entity Equivalents and How Can They Help With Entity SEO?

Jason Barnard during CONTFERENCE #1 – Online Content Intelligence & Content Marketing Conference. In this short video clip, Jason Barnard explains the concept of Entity Equivalents, and how you can...

AIBrandBrand SERP+14 more
Mar 29, 2022 Editorial Team
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