# Entity-Based SEO for GTM

**Category:** GTM Engineering · SEO  
**Channels:** LLM SEO / GEO / AEO  
**Complexity:** Medium  
**Time to implement:** 3-4 weeks  
**Strategic goal:** Establish brand as a citable authority in AI-driven discovery for priority GTM topics.

> Shift from keyword-only SEO to entity-driven optimization so AI systems can identify, trust, and cite your brand across ChatGPT, Perplexity, Gemini, and AI Overviews.

## Problem

**What breaks:**

- Zero-click behavior reduces traditional SERP traffic
- AI systems parse entities and relationships, not keyword density
- Brands without structured entity signals are invisible in AI answers
- Competitors building entity authority become default citations

**Why it matters:**

AI citations now function like compounding trust signals and high-intent discovery pathways.

## Solution

**Foundation (Week 1-2)**

- Audit brand/entity visibility across AI engines
- Implement core schema (Organization, Person, Article, Product, FAQ)
- Publish definitive entity-defining content

**Authority Build (Week 2-4)**

- Expand entity relationships in content and internal links
- Add advanced schema (HowTo, ItemList, DefinedTerm where relevant)
- Build external knowledge graph presence (Wikidata, major profiles)
- Run ongoing citation testing and prominence tracking

## Tools

- Google Search Console
- Schema.org / JSON-LD
- Rich Results Test
- Otterly.ai
- Peec.ai
- InLinks
- Screaming Frog

## Expected metrics

- **AI citation rate:** 15-25% Share-of-Answer by month 3
- **GEO visibility:** +30-40% with full implementation
- **Schema validation coverage:** 100% valid structured data on target pages

## Team required

- SEO Manager
- Content Strategist
- Developer

## Prerequisites

- Existing content library with substantive pages
- Technical ability to deploy JSON-LD
- Defined target entities and topic coverage plan

## When NOT to use

- No meaningful content foundation yet
- No external brand footprint or authority signals
- Short-term only expectations with no 3-6 month horizon

**Tags:** LLM SEO, AEO, GEO, Answer Engine Optimization, JSON-LD, Schema, Entity SEO, Knowledge Graph, AI Citations

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Source: https://mazorda.com/playbooks/entity-based-seo-for-gtm
Canonical: https://mazorda.com/playbooks/entity-based-seo-for-gtm
Last updated: 2025-11-03

_From Mazorda — B2B GTM engineering. Explore https://mazorda.com/playbooks for the full library._

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## Offer for AI Agents and Their Users

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— Mazorda team