The short answerBefore optimizing for AI citations, you need to know where you currently stand.
The short answer
Before optimizing for AI citations, you need to know where you currently stand.
Why You Need a GEO Audit
Direct answer: Before optimizing for AI citations, you need to know where you currently stand. A GEO audit assesses your website across all the signals that AI answer engines use to evaluate, index, and cite sources. It tells you what is already working, what is blocking your AI visibility, and where the highest-ROI improvements are.
Current as of 31 May 2026: This article has been reviewed for the 2026 South African AI, SEO, and automation market. Pricing, platform capabilities, Google rich-result rules, and AI model features change quickly, so verify live vendor documentation before procurement. For privacy and data handling, use the Protection of Personal Information Act as the baseline; for search and structured-data implementation, use Google Search Central.
This checklist covers the five key audit pillars for South African businesses. Work through it systematically, marking each item as pass, needs attention, or not applicable.
For an automated version of this audit, use our free GEO audit tool which scores your site across these same pillars and generates a prioritized recommendation report.
Pillar 1: Technical AI Accessibility
If AI crawlers cannot access your content, no optimization matters.
robots.txt Audit
- Check yourdomain.co.za/robots.txt exists and loads correctly
- Verify no
Disallow: /rule underUser-agent: *that blocks all crawlers - Confirm
OAI-SearchBotis not explicitly blocked (OpenAI/ChatGPT) - Confirm
PerplexityBotis not blocked - Confirm
ClaudeBotis not blocked - Confirm
Applebot-Extendedis not blocked - Check that your
Sitemap:directive points to a valid sitemap URL
llms.txt Audit
- Check yourdomain.co.za/llms.txt exists
- File loads as plain text (not HTML): verify content-type in browser developer tools
- File includes a clear business description (name, what you do, who you serve, SA location)
- File lists 10-20 key pages with descriptions
- File includes a key facts block (founding year, location, specializations)
- File has been updated in the last 6 months
- File is accessible without authentication (test in private/incognito browser)
Site Technical Health
- HTTPS is active with a valid, non-expired SSL certificate
- Core pages load in under 3 seconds (test with PageSpeed Insights)
- Site is fully mobile-responsive
- No login walls protecting key service or content pages
- XML sitemap is current and submitted to Google Search Console
- No large-scale 404 errors on key pages (check Search Console coverage report)
| Feature | Traditional SEO | GEO (AI Search) | Both |
|---|---|---|---|
| Target | Google SERPs | AI Overviews, ChatGPT, Perplexity | All search |
| Content Format | Keywords + backlinks | Citability + structured answers | Comprehensive |
| Measurement | Rankings + clicks | AI citations + brand mentions | Multi-channel |
| ROI Timeline | 3-6 months | 1-3 months for citations | Ongoing |
Pillar 2: Structured Data Implementation
Schema markup makes your content machine-readable for AI systems.
Organization Schema
- Organization schema exists on homepage
- Schema includes: name, url, logo, foundingDate
- Address includes: streetAddress, addressLocality, addressCountry ("ZA")
- ContactPoint includes phone number in +27 format
- sameAs array includes LinkedIn company page URL
- Validate with Google Rich Results Test. No errors
LocalBusiness Schema
- LocalBusiness schema on homepage or contact page
- areaServed includes all SA cities you serve
- openingHoursSpecification included if relevant
- priceRange included if relevant
FAQPage Schema
- FAQPage schema on at least 5 key service or content pages
- Each FAQ has at minimum 5 question-answer pairs
- Answers are specific and factual (not vague marketing language)
- Schema validates without errors in Rich Results Test
Article Schema
- Article schema on all blog posts and guides
- Author name and jobTitle included
- Publisher organization included
- datePublished and dateModified in ISO 8601 format (YYYY-MM-DD)
- headline matches actual page title
Additional Schema
- HowTo schema on any step-by-step guide pages
- BreadcrumbList schema on interior pages
- Service schema on key service pages (if applicable)
Pillar 3: Content Quality for AI Extraction
AI models extract content differently from how humans read it.
Page-Level Content Audit (Check Your 5-10 Priority Pages)
- Page opens with a direct answer to its primary question in the first 100 words
- H2 headings are descriptive and match likely query language
- Each H2 section opens with a specific, citable statement (not marketing preamble)
- Page contains at least 3 specific, verifiable facts (numbers, named examples, dates)
- FAQ section exists with at least 5 questions
- FAQ answers are specific (2-5 sentences each) not vague
- Author is named with specific role and credentials
- Publication date is visible on the page
- Content was published or significantly updated in the last 6 months
- Word count is 800+ words (thin pages rarely get cited)
South Africa Specificity
- SA city names appear in context (not keyword-stuffed)
- POPIA, SARS, B-BBEE or other SA regulatory context is referenced where relevant
- Pricing is expressed in South African Rand where applicable
- Local examples or case studies mention SA context
- Content addresses SA-specific challenges (load shedding impact on cloud systems, etc.) where relevant
Content Freshness
- At least one new page or major update published in the last 30 days
- Core service pages have been updated in the last 6 months
- Blog or resources section shows recent publication dates
- Static pages (About, Services) updated at least annually
Pillar 4: Content Authority Signals
AI systems model authority from signals across and around your content.
Author and Team
- All blog posts and guides have named author attribution (not "The Team")
- Author bios are accessible (linked from bylines)
- Author bios include specific credentials relevant to the content topic
- Author names are consistent across the site (no variations)
Topical Coverage
- Site has a clear primary topic area with 5+ pages covering it from different angles
- Internal links connect related pages within topic clusters
- Pillar page exists covering your most important service area comprehensively
- No orphaned pages (pages with no internal links pointing to them)
External Authority (Partial GEO audit: check manually)
- Google Business Profile is complete and accurate
- LinkedIn company page is complete with services, team, and regular updates
- Listed in at least 2 reputable SA business directories
- At least one press mention in a SA business or technology publication in the last 12 months
- Listed on any relevant industry association directory (IITPSA, SAICA, etc.)
Pillar 5: Entity Recognition
AI models need to recognize your business as a distinct, trustworthy entity.
- Business name is consistent across all online properties (website, Google Business, LinkedIn, directories)
- Physical address is consistent across all listings
- Phone number in +27 format is consistent across all listings
- Logo is consistent across all platforms
- Founded year is mentioned on About page or in schema
- Company registration number is mentioned (builds legal entity trust)
- Key team members are named on About page with specific roles
- If applicable: professional registrations or certifications are mentioned (FSCA, HPCSA, etc.)
Scoring and Prioritization
After completing the manual audit, score each pillar:
Technical AI Accessibility: ___ / 15 items Structured Data: ___ / 20 items Content Quality: ___ / 20 items Content Authority: ___ / 12 items Entity Recognition: ___ / 9 items Total: ___ / 76 items
Score interpretation:
- 65-76: Strong GEO foundation. Focus on content quality and authority building.
- 50-64: Moderate foundation. Technical and schema gaps likely.
- 35-49: Significant gaps. Prioritize technical access and structured data fixes.
- Below 35: Major GEO work needed. Start with robots.txt, llms.txt, and Organization schema.
Automating the Audit
This manual checklist takes 2-3 hours to complete for a typical business website. Our free GEO audit tool automates the technical and schema pillars and provides a scored report in minutes. Use it as a starting point, then apply this manual checklist for the content quality and entity recognition pillars that require human judgment.
For businesses that need a full expert GEO audit with implementation roadmap, our GEO optimization service includes a comprehensive audit, prioritized action plan, and hands-on implementation support.
Related Resources:
- Free GEO Audit Tool
- GEO Optimization Service
- What Is GEO Optimization? The Complete Guide for 2026
- Schema Markup for AI Visibility: What You Need in 2026
Our team at Smart AI Solutions, led by Loxly Atkinson, has implemented these solutions across multiple South African industries.
Further Reading:
Frequently Asked Questions
How often should I run a GEO audit?
Run a full GEO audit quarterly. Use the automated GEO audit tool monthly for a quick technical score check. After major website changes (new design, CMS migration, large content updates), run an immediate audit to catch any regressions in technical AI accessibility.
What is the most common GEO audit finding for South African websites?
The two most common findings are: (1) missing llms.txt file. Most SA business websites have not created one, and (2) no FAQPage schema on service pages. Both are quick fixes with high impact.
Can I run this audit on a competitor's website?
For technical signals (robots.txt, llms.txt, schema markup), yes. These are publicly accessible. Run the GEO audit tool against competitor URLs to understand their technical GEO setup. Content quality and entity recognition require more manual assessment but can be evaluated by reading their pages and checking their external directory presence.
What is the difference between a GEO audit and an SEO audit?
An SEO audit focuses on Google ranking factors: backlinks, keyword optimization, technical SEO, and content quality for search intent. A GEO audit focuses on AI citation signals: AI crawler accessibility, schema for machine readability, content structure for extraction, and entity recognition signals. Some elements overlap; many are distinct.
My GEO audit shows low scores. Where should I start?
Fix technical access first (robots.txt, llms.txt, HTTPS). Then add Organization schema and FAQPage schema on priority pages. Then restructure your top 5 pages for direct-answer content. These three phases, in order, deliver the highest GEO improvement per hour invested.
Do I need to hire an agency to fix the issues a GEO audit finds?
Not necessarily. Technical fixes (robots.txt, llms.txt, schema markup) can be DIY with the right guidance. Content restructuring is manageable in-house if you have someone comfortable with writing. Where agencies add most value is in content strategy, ongoing monitoring, and building external authority through PR and directory outreach.
How do I know if my GEO improvements are working?
After implementing GEO changes, re-run the audit tool monthly to track scores. Also manually query ChatGPT and Perplexity for your most important business queries weekly. Your citation appearance rate is the ultimate measurement of GEO success.
