ihmissuti/geo-checklist-auditor

GEO Checklist Auditor

Audit web pages against the comprehensive GEO (Generative Engine Optimization) best practices checklist to ensure optimal visibility in AI search engines.

Why This Audit Matters

• AI-sourced visitors convert at 27% vs 2.1% from traditional search (12x improvement)
• 60% of queries now end in zero-click answers
• Only 16% of brands systematically track AI search performance
• Brands with 70%+ compliance on GEO checklists see measurably higher citation rates

The 12-Step GEO Audit Checklist

Use this checklist as a comprehensive pass before publishing or updating any high-value page.

1. AI Search Visibility Baseline

What to check:

• Has the page topic been tested in AI assistants?
• Which brands currently appear for related queries?
• What sources are being cited?

Audit actions:

• [ ] Test 3-5 relevant prompts in ChatGPT
• [ ] Test same prompts in Perplexity
• [ ] Test in Google AI Mode if available
• [ ] Document which competitors are mentioned
• [ ] Note which sources are cited

Test query patterns:

"What are the best [your category]?"
"How does [your product type] work?"
"[Your product] vs [competitor] comparison"
"What companies offer [your service]?"

2. Business KPI Alignment

What to check:

• Are GEO objectives connected to revenue metrics?
• Can improvements be measured against business outcomes?

Audit questions:

• [ ] Page purpose aligns with business objectives
• [ ] Success metrics defined (visibility, citations, conversions)
• [ ] Tracking in place to measure impact
• [ ] Page targets specific customer journey stage

3. Technical Infrastructure

What to check:

• Can AI crawlers access and parse the page?
• Does the page meet performance requirements?

Technical checklist:

• [ ] AI crawlers allowed in robots.txt (GPTBot, ClaudeBot, PerplexityBot)
• [ ] llms.txt implemented at domain root
• [ ] Server-side rendering in place
• [ ] First Contentful Paint < 0.4s (target for AI citation eligibility)
• [ ] Core Web Vitals passing (LCP < 2.5s, FID < 100ms, CLS < 0.1)
• [ ] Mobile-friendly layout
• [ ] No JavaScript-dependent critical content

4. Schema Markup Implementation

What to check:

• Is appropriate schema markup present?
• Is structured data valid?

Schema audit by content type:

| Content Type | Required Schema | Present? | Valid? | | ------------ | --------------- | -------- | ------ | | Article/Blog | Article | ☐ | ☐ | | FAQ section | FAQPage | ☐ | ☐ | | Tutorial | HowTo | ☐ | ☐ | | Product page | Product | ☐ | ☐ | | Company page | Organization | ☐ | ☐ | | Author page | Person | ☐ | ☐ |

Schema checklist:

• [ ] Schema type matches content type
• [ ] Required properties populated
• [ ] dateModified reflects actual last update
• [ ] JSON-LD syntax is valid
• [ ] No conflicting schema on page

5. Content Extractability

What to check:

• Can AI easily extract key information?
• Is content structured for machine reading?

Structure checklist:

• [ ] Clear H1 matching primary intent
• [ ] Logical H2/H3 hierarchy
• [ ] TL;DR or summary section at top
• [ ] Each section leads with direct answer
• [ ] Paragraphs average 2-4 sentences
• [ ] Key data in tables or callouts
• [ ] Processes use numbered lists
• [ ] Features use bullet points
• [ ] Each paragraph is quotable standalone

The 0.4s Speed Signal: Fast-loading pages are 3x more likely to be cited by ChatGPT. Check that content is in initial HTML, not JavaScript-rendered.

6. Question-Based Architecture

What to check:

• Does content address real user prompts?
• Are all funnel stages covered?

Query intent mapping:

| Stage | Prompt Pattern | Page Addresses? | | ------------- | -------------------------------- | --------------- | | Awareness | "What is [topic]?" | ☐ Yes ☐ No | | Awareness | "How does [topic] work?" | ☐ Yes ☐ No | | Consideration | "Best [category] for [use case]" | ☐ Yes ☐ No | | Consideration | "[Product A] vs [Product B]" | ☐ Yes ☐ No | | Decision | "[Product] pricing" | ☐ Yes ☐ No | | Decision | "[Product] reviews" | ☐ Yes ☐ No |

Content checklist:

• [ ] H2 headings match real question patterns
• [ ] FAQ section addresses common questions
• [ ] Content covers query fan-out variations
• [ ] Headings mirror how users phrase questions

7. E-E-A-T Authority Signals

What to check:

• Is expertise demonstrated?
• Are claims supported by evidence?

Authority checklist:

• [ ] Author credentials visible
• [ ] Author page exists with schema
• [ ] Content includes original insights
• [ ] Claims backed by data/sources
• [ ] External citations to authoritative sources
• [ ] Statistics from credible sources (within last 2 years)
• [ ] Expert quotes where relevant

Evidence requirements by content length:

| Article Length | External Stats Needed | | -------------- | --------------------- | | Under 2k words | 3 stats | | 2-3k words | 4-5 stats | | 3-5k words | 5-7 stats | | 5k+ words | 7-10 stats max |

8. Web Mentions Strategy

What to check:

• Does brand appear on third-party sources?
• Is information consistent across sources?

Web mentions correlate 3x more strongly with AI visibility than backlinks (0.664 vs 0.218 correlation).

Third-party presence audit:

• [ ] Wikipedia/Wikidata presence (if notable)
• [ ] Industry directory listings
• [ ] Review site profiles (G2, Capterra, Trustpilot)
• [ ] LinkedIn company page
• [ ] Relevant Reddit communities
• [ ] YouTube presence
• [ ] Industry forums/communities

Consistency check:

• [ ] Company description consistent across platforms
• [ ] Product information matches website
• [ ] Pricing is current everywhere
• [ ] Contact information is accurate

9. Customer Journey Mapping

What to check:

• Is content aligned with specific journey stages?
• Are journey triggers addressed?

Journey stage requirements:

| Stage | Query Type | Content Requirements | | ------------- | ----------------------------- | --------------------------------------- | | Awareness | Problem-focused, broad | Comprehensive overviews, trend analysis | | Consideration | Solution-focused, comparative | Comparison content, evaluation criteria | | Decision | Brand-focused, specific | Product info, social proof, pricing |

Checklist:

• [ ] Page serves clear journey stage
• [ ] Content addresses stage-appropriate questions
• [ ] CTAs match journey stage intent
• [ ] Internal links guide to next stage

10. AI-Specific Tracking

What to check:

• Are AI visibility metrics being tracked?
• Can improvements be measured?

Metrics to establish:

• [ ] Brand visibility baseline documented
• [ ] Citation rate tracked
• [ ] AI Share of Voice vs competitors measured
• [ ] AI referral traffic identified in analytics
• [ ] Conversion rate for AI traffic tracked

11. Common Mistakes Avoided

Verify the page avoids these issues:

• [ ] NOT keyword stuffing (AI penalizes manipulation)
• [ ] NOT thin content (< 500 words for important pages)
• [ ] NOT using only one distribution channel
• [ ] NOT measuring only traditional SEO metrics
• [ ] NOT ignoring AI bot access in robots.txt
• [ ] NOT using JavaScript-only content rendering
• [ ] NOT having slow page load times (> 0.4s FCP)
• [ ] NOT missing schema markup
• [ ] NOT having inconsistent brand information
• [ ] NOT neglecting third-party presence
• [ ] NOT publishing static content without refresh plan

12. Continuous Optimization Plan

What to check:

• Is there a plan for ongoing updates?
• Are refresh triggers defined?

Refresh cadence by content type:

| Content Type | Refresh Every | | -------------------- | -------------------- | | Product pages | Monthly | | Pricing pages | Monthly | | Industry guides | 60-90 days | | Blog posts with data | Quarterly | | Documentation | When features change | | Evergreen content | 6 months |

Optimization checklist:

• [ ] Last update date is visible
• [ ] Statistics are current (< 12 months old)
• [ ] Examples are relevant and recent
• [ ] Links are working (no 404s)
• [ ] Product information is accurate
• [ ] Pricing is current
• [ ] Next refresh date scheduled

Audit Scoring

Calculate Overall GEO Score

| Section | Max Points | Score | | --------------------------- | ---------- | ---------- | | 1. Visibility Baseline | 10 | ___ | | 2. KPI Alignment | 10 | ___ | | 3. Technical Infrastructure | 10 | ___ | | 4. Schema Markup | 10 | ___ | | 5. Content Extractability | 10 | ___ | | 6. Question Architecture | 10 | ___ | | 7. E-E-A-T Signals | 10 | ___ | | 8. Web Mentions | 10 | ___ | | 9. Journey Mapping | 10 | ___ | | 10. AI Tracking | 5 | ___ | | 11. Mistakes Avoided | 10 | ___ | | 12. Optimization Plan | 5 | ___ | | Total | 100 | ___ |

Score Interpretation

| Score | Rating | Action | | ------ | --------- | ------------------------------- | | 90-100 | Excellent | Maintain and monitor | | 75-89 | Good | Minor optimizations needed | | 60-74 | Fair | Significant improvements needed | | 40-59 | Poor | Major restructuring required | | < 40 | Critical | Full content overhaul needed |

Target: 70%+ compliance for effective AI visibility.

Audit Report Template

# GEO Audit Report

**Page:** [URL]
**Date:** [Date]
**Auditor:** [Name]
**Overall Score:** [X/100]

## Executive Summary

[2-3 sentence summary of findings]

## Critical Issues (Fix Immediately)

1. [Issue with impact]
2. [Issue with impact]

## High Priority (Fix This Week)

1. [Issue with recommendation]
2. [Issue with recommendation]

## Medium Priority (Fix This Month)

1. [Issue with recommendation]
2. [Issue with recommendation]

## Strengths

- [What's working well]
- [What's working well]

## Section Scores

| Section                  | Score | Status |
| ------------------------ | ----- | ------ |
| Visibility Baseline      | X/10  | ✓/✗    |
| Technical Infrastructure | X/10  | ✓/✗    |
| Schema Markup            | X/10  | ✓/✗    |
| Content Extractability   | X/10  | ✓/✗    |
| ...                      | ...   | ...    |

## Recommendations

1. [Specific actionable recommendation]
2. [Specific actionable recommendation]
3. [Specific actionable recommendation]

## Next Review Date

[Date for follow-up audit]

Quick Audit Checklist

For fast assessments, use this condensed 10-point check:

• [ ] Structure: H1 matches intent, logical H2/H3 hierarchy
• [ ] Answer First: Main point in first 1-2 sentences of each section
• [ ] TL;DR: Summary section at page top
• [ ] FAQ: Common questions addressed with FAQ schema
• [ ] Schema: Appropriate type implemented, valid syntax
• [ ] Speed: Page loads under 0.4s FCP
• [ ] Freshness: Updated within 90 days
• [ ] Entities: Consistent terminology throughout
• [ ] Evidence: Claims backed by data/sources
• [ ] Quotability: Each paragraph stands alone