AEO Audit Guide: How to Audit Your AI Citation Readiness in 2026

12 min read · AI Visibility · Last updated July 2026

Quick answer: An AEO audit evaluates your brand’s AI citation readiness across four dimensions: entity signals (GBP, Wikidata, Crunchbase), schema markup (Organization, FAQPage, Article), content structure (answer-first format, FAQ coverage), and competitive AI share of voice. The audit reveals specific, prioritized gaps to address.

Introduction

Before you can improve your AI visibility, you need to know where you stand.

An AEO audit is a systematic evaluation of your current citation readiness across every signal category that determines whether AI systems cite your brand. It replaces guesswork with data and turns an overwhelming list of optimization tasks into a clear, prioritized roadmap.

This guide walks through a complete AEO audit across four dimensions, with specific tests, scoring criteria, and action priorities for each. By the end, you will have a scored baseline and a clear list of what to fix first.

What you’ll learn:
– The four-dimension AEO audit framework
– Specific tests for each dimension
– How to benchmark against competitors
– How to turn audit findings into a prioritized action plan
– A complete AEO audit template

Table of Contents

1. The Four-Dimension AEO Audit Framework
2. Dimension 1: Entity Signal Audit
3. Dimension 2: Schema Markup Audit
4. Dimension 3: Content Structure Audit
5. Dimension 4: Competitive AI Citation Audit
6. Scoring and Prioritization
7. Common Findings and Their Fixes
8. The 90-Day AEO Improvement Plan
9. Frequently Asked Questions

The Four-Dimension AEO Audit Framework

A complete AEO audit covers:

Dimension 1: Entity Signals — Does AI know who you are? Are your entity signals established, complete, and consistent across platforms?

Dimension 2: Schema Markup — Have you implemented structured data that makes your content machine-readable? Are there gaps, errors, or missing schema types?

Dimension 3: Content Structure — Is your content formatted for AI extraction? Do pages open with direct answers? Do you have comprehensive FAQ coverage?

Dimension 4: Competitive AI Citation — How does your AI mention rate compare to competitors? Which prompts do you win and which do you lose?

Each dimension is scored 0-25, giving a maximum total score of 100. A score of 70+ indicates strong AI citation readiness. 40-69 indicates work needed. Below 40 indicates critical gaps.

Dimension 1: Entity Signal Audit (0-25 points)

Test 1.1: Google Knowledge Panel Check (0-5 points)

Action: Search your exact brand name in Google.
– 5 points: Knowledge Panel appears with accurate information
– 3 points: Knowledge Panel appears with some inaccurate information
– 1 point: No Knowledge Panel but brand SERP shows consistent profiles
– 0 points: No Knowledge Panel and brand SERP is sparse or cluttered

Test 1.2: Wikidata and Wikipedia Check (0-5 points)

Actions:
– Search your company name on wikidata.org
– Search your company name on wikipedia.org

• 5 points: Both Wikipedia article and Wikidata entry exist and are accurate
• 4 points: Wikidata entry exists and is complete (no Wikipedia required)
• 2 points: Wikidata entry exists but is incomplete (missing key statements)
• 0 points: No Wikidata entry

Test 1.3: Major Directory Completeness (0-5 points)

Check: Crunchbase, LinkedIn Company Page, Clutch or G2

• 5 points: All three are complete and fully accurate
• 3 points: Two of three are complete
• 1 point: One of three is complete
• 0 points: None are complete

Test 1.4: NAP Consistency Audit (0-5 points)

Action: Search your brand name and check the 10 results for NAP consistency.

• 5 points: Identical NAP across all visible results
• 3 points: Minor inconsistencies (abbreviation differences, not substantive)
• 1 point: Significant inconsistencies (different addresses, phone formats)
• 0 points: Contradictory information across sources

Test 1.5: Organization Schema Check (0-5 points)

Action: Inspect your homepage JSON-LD. Does an Organization schema exist? Does it include sameAs references?

• 5 points: Complete Organization schema with 5+ sameAs references and all core properties
• 3 points: Organization schema present but incomplete (missing sameAs or key properties)
• 1 point: Basic Organization schema without sameAs
• 0 points: No Organization schema

Dimension 2: Schema Markup Audit (0-25 points)

Test 2.1: FAQPage Schema Coverage (0-8 points)

Action: Check your top 5 service/product pages and top 5 blog posts for FAQPage schema.

• 8 points: All 10 pages have valid FAQPage schema with 5+ Q&A pairs
• 6 points: 7-9 of 10 pages have valid FAQPage schema
• 4 points: 4-6 of 10 pages have valid FAQPage schema
• 2 points: 1-3 pages have FAQPage schema
• 0 points: No FAQPage schema anywhere on site

Test 2.2: Article Schema Coverage (0-6 points)

Action: Check all blog posts and guide pages for Article schema with author and datePublished.

• 6 points: 90%+ of content pages have Article schema with named author
• 4 points: 60-89% have Article schema
• 2 points: 30-59% have Article schema
• 0 points: Under 30% have Article schema

Test 2.3: LocalBusiness Schema (if applicable) (0-5 points)

• 5 points: Complete LocalBusiness schema with geo coordinates, hours, service areas, and aggregateRating
• 3 points: LocalBusiness schema present but missing geo or service area data
• 1 point: Basic LocalBusiness schema only
• 0 points: No LocalBusiness schema (deduct 0 if not applicable)

Test 2.4: Schema Validation (0-6 points)

Action: Test all schema types on your top 10 pages using Google’s Rich Results Test.

• 6 points: Zero schema errors across all tested pages
• 4 points: Minor warnings but no critical errors
• 2 points: Some pages have critical errors
• 0 points: Majority of pages have schema errors

Dimension 3: Content Structure Audit (0-25 points)

Test 3.1: Homepage Answer-First Check (0-5 points)

Action: Read the first 100 words of your homepage. Does it directly state what you do, who you serve, and where you operate?

• 5 points: First 100 words contain: company type, service, target client, location, and one differentiator
• 3 points: First 100 words contain partial entity information (3-4 of the above)
• 1 point: First 100 words are generic context-setting with minimal factual content
• 0 points: First 100 words are entirely promotional with no factual entity information

Test 3.2: Service Page Content Structure (0-5 points)

Action: Review your top 3 service pages. Do they open with direct answers?

• 5 points: All three open with direct answers in the first 100 words
• 3 points: Two of three open with direct answers
• 1 point: One of three opens with a direct answer
• 0 points: None open with direct answers

Test 3.3: FAQ Coverage (0-8 points)

Action: For each major service/product page, count the dedicated FAQ sections with 5+ questions.

• 8 points: 8+ major pages have comprehensive FAQ sections (5+ questions each)
• 6 points: 5-7 pages have FAQ sections
• 4 points: 3-4 pages have FAQ sections
• 2 points: 1-2 pages have FAQ sections
• 0 points: No dedicated FAQ sections on any page

Test 3.4: Content Freshness (0-7 points)

Action: Check date visibility and recency on your top 10 pages.

• 7 points: All pages show visible dates; 80%+ updated within 6 months
• 5 points: Most pages show dates; 60%+ updated within 6 months
• 3 points: Inconsistent date visibility; some pages over 12 months old
• 0 points: No visible dates on pages; content largely over 12 months old

Dimension 4: Competitive AI Citation Audit (0-25 points)

Test 4.1: Category Prompt Baseline (0-10 points)

Action: Run 10 category prompts in ChatGPT, Perplexity, and Gemini (30 total responses).

• 10 points: Named in 70%+ of responses
• 8 points: Named in 50-69% of responses
• 6 points: Named in 30-49% of responses
• 4 points: Named in 15-29% of responses
• 2 points: Named in 5-14% of responses
• 0 points: Named in under 5% of responses

Test 4.2: Brand Knowledge Accuracy (0-8 points)

Action: Run “What does [Your Brand] do?” in all three AI platforms.

• 8 points: All three give accurate, complete, positive descriptions
• 6 points: Two of three give accurate descriptions
• 4 points: All three give partially accurate descriptions
• 2 points: Descriptions are significantly incomplete or inaccurate
• 0 points: AI does not know your brand or gives seriously wrong information

Test 4.3: Competitive AI Share of Voice (0-7 points)

Action: Compare your mention rate to competitors across your 10 category prompts.

• 7 points: Your brand leads in mention count vs. top 3 competitors
• 5 points: Your brand is competitive (within 20% of the leader)
• 3 points: You are significantly behind (more than 20% below the leader)
• 0 points: Competitors dominate completely; you are rarely or never mentioned

Scoring and Prioritization

Common Findings and Their Fixes

Finding: No Knowledge Panel (Entity score < 10)
Fix: Create Wikidata entry this week. Complete Organization schema with sameAs. These two changes, made in 1-2 days, move the needle faster than any other entity action.

Finding: No FAQPage schema (Schema score < 10)
Fix: Add FAQPage JSON-LD to your top 5 pages this week. Install Rank Math or Yoast Premium if on WordPress. This is a 2-4 hour implementation.

Finding: Generic homepage openings (Content score < 10)
Fix: Rewrite the first 100 words of your homepage and top 3 service pages this week. Answer-first rewrites are writing tasks, not technical ones.

Finding: No AI brand mentions (Competitive score < 5)
Fix: This is the output of the other three dimensions being weak. Fix entity, schema, and content first. Competitive score improves as a result.

The 90-Day AEO Improvement Plan

Days 1-14 (Entity Foundation):
– Create Wikidata entry
– Complete GBP to 100%
– Add Organization schema with all sameAs references
– Claim/update Crunchbase and LinkedIn

Days 15-30 (Schema Implementation):
– Add FAQPage schema to top 10 pages
– Add Article schema with named authors to all blog posts
– Fix all schema errors found in validation testing

Days 31-60 (Content Restructuring):
– Rewrite homepage and top 5 service page openings
– Add comprehensive FAQ sections to every major page
– Update dates on all pages; add “Last Updated” notes

Days 61-90 (Measurement and Competitive):
– Run first full prompt testing session (20+ prompts)
– Document competitive AI mention rates
– Identify 5 content gaps from competitive prompt testing
– Create content targeting those gaps

Frequently Asked Questions

Q: How often should I run an AEO audit?
A: Full audit quarterly. Monthly tracking of Dimension 4 (competitive citation) via prompt testing. Annual deep-dive to reset baseline and evaluate strategy.

Q: Can I do an AEO audit myself or do I need an agency?
A: The entity, schema, and content dimensions can be self-audited with this guide. The competitive dimension requires running manual prompt tests or using a paid monitoring tool. Most businesses can complete a self-audit in 4-6 hours.

Q: What is a good AEO audit score for a new business?
A: New businesses typically score 10-25 on their first audit. A score of 40+ within 90 days of implementing this guide’s recommendations is achievable for most businesses.

Q: Should I share my AEO audit score publicly?
A: Your internal audit score is for decision-making, not marketing. What you can share publicly: your brand’s AI visibility improvements over time as a case study or testimonial.

Conclusion

An AEO audit without implementation is just a spreadsheet. Use your scores to create a prioritized list of actions, assign owners and deadlines, and start with the dimension where you scored lowest.

Run your audit today. The process takes 4-6 hours. The roadmap it produces is worth 6-12 months of focused improvement.

Get AI-Ready with Ignited Nepal

Our AI Visibility programme audits your current citation readiness and builds the entity, schema, and content foundations that get your brand named in ChatGPT, Gemini, and Perplexity answers.

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Written by the Ignited Nepal AI Visibility team. ignitednepal.com