How to Get Cited in AI Search Results
People are changing how they search for businesses. Instead of typing into Google, more and more people are asking ChatGPT, Perplexity, or Claude a question and trusting whatever those platforms recommend.
Gartner’s figure is that traditional search volume will fall 25% by 2026, plus Google AI Overviews now appear on 48% of all queries (Advanced Web Ranking, March 2026). That number is growing fast.
Here’s what that means for your business: if AI doesn’t know who you are, it won’t recommend you. A potential customer could ask “who offers [your service] in Cape Town?” and get three competitor names back, none of which is yours, not because you’re not good, but because AI has never been told about you.
That gap is exactly what AEO fixes.
For founders evaluating this: businesses that implement AEO correctly typically see their first AI citations within 4 to 8 weeks. That’s a faster feedback loop than traditional SEO, which can take 6 to 12 months to show movement. The investment is real, but so is the timeline.
This guide explains what AEO is, how it works, and what South African SME owners need to do to start showing up in AI search results.
What is AEO (Answer Engine Optimisation)?
AEO stands for Answer Engine Optimisation. It means setting up your content so that AI platforms like ChatGPT, Claude, and Perplexity mention your business when someone asks a question you should be the answer to.
Think of it this way. When someone types “best accountant for small businesses in Johannesburg” into ChatGPT, the AI gives them a direct answer. It doesn’t show a list of links. It recommends someone. AEO is the work you do to make sure your business is the one getting recommended.
You might also hear this called GEO (Generative Engine Optimisation). It’s the same thing with a different name. Some people in the industry use AEO, others use GEO. Both terms mean the same practice: getting AI to cite your business.
Plain English version: AEO is about making sure AI knows who you are, what you do, and why you’re trustworthy, so it recommends you to your customers.
This is different from what most South African businesses are currently doing, which is optimising for Google. Google SEO is still important. But it only covers one part of how your customers are now searching for you. You can explore more terms like this in the AI Pathway Glossary.
AEO vs SEO: What’s the Difference?
SEO gets you ranked on Google. AEO gets you cited in AI answers. You need both, but they work differently.
With SEO, you’re trying to appear in a list of links when someone searches Google. With AEO, you’re trying to be the business an AI platform names when someone asks it a question. These are two completely different discovery moments, and right now most South African businesses are only set up for one of them.
| SEO | AEO / GEO | |
|---|---|---|
| What it does | Gets you ranked in Google | Gets you cited in AI answers |
| Where it shows up | Google search results page | ChatGPT, Perplexity, Claude, AI Overviews |
| What the customer sees | A list of links to click | A direct recommendation or quote |
| Key signals | Backlinks, keywords, page authority | Clear content, topical depth, structured data |
| How you measure it | Rankings and organic traffic | Citations and Share of Voice |
| Time to first results | 3 to 6 months typically | 4 to 8 weeks for initial movement |
Semrush 2025 data shows AI-referred visitors convert at 4.4x the rate of organic search visitors – makes the ROI case for founders right there. (Semrush 2025)
The bottom line for founders: SEO and AEO are not competing. They are complementary. But if you’re only doing SEO right now, you’re invisible to a growing share of your potential customers. Starting AEO now, while most South African SMEs haven’t, is a real competitive advantage.
How AI Search Actually Works
AI platforms don’t just pull answers from thin air. They decide what to recommend based on four things. Understanding these helps you see exactly what you need to fix. ChatGPT reached 900M weekly active users by February 2026 (OpenAI/TechCrunch), up from 400M a year earlier.
1. What the AI was trained on
AI models like ChatGPT and Claude were trained on massive amounts of web content. If your business appears consistently across credible websites, industry publications, and directories, there’s a much better chance the AI already knows about you. If you’ve been invisible online, the AI is invisible to you too.
2. What it finds when it searches the web right now
Platforms like Perplexity and ChatGPT’s search mode actively browse the web when answering questions. They look for pages that answer the question clearly and quickly. If your page gets straight to the point, you get cited. If your page buries the answer under three paragraphs of background, you get skipped.
3. How much depth your content has
AI engines trust businesses that have covered a topic thoroughly. One page won’t cut it. A business with ten well-structured articles on a specific topic is far more likely to get cited than one with a single generic overview.
4. Technical signals you set up on your website
Small technical changes tell AI crawlers what your site is about and give them permission to use your content. These include a file called llms.txt, schema markup (structured data that labels your content), and your robots.txt settings. None of this requires a developer. It just needs to be set up correctly.
What this means for your business: AI isn’t random. It has rules. And the businesses that understand those rules will get recommended. The ones that don’t will keep getting skipped.
How to Get Your Business Cited in ChatGPT, Claude, and Perplexity
There are five practical steps that move the needle. South African SMEs that do all five consistently will see citation movement within 4 to 8 weeks.
Step 1: Write content that directly answers your customers’ questions
Think about what your customers ask before they buy. “How much does [your service] cost?” “How long does it take?” “What’s the difference between X and Y?” Write a dedicated page or section for each question. Lead with the direct answer in the first sentence. Don’t make the AI dig for it.
This is the single most impactful change most South African businesses can make right now, and it costs nothing but time.
Step 2: Use clear headings and add an FAQ block to your key pages
AI platforms extract answers from well-structured pages. Use headings that sound like real questions your customers ask. Then add an FAQ block to your most important pages, with questions written exactly the way someone would type them into ChatGPT.
This one change is consistently one of the highest-return, lowest-effort AEO improvements available.
Step 3: Cover your topic in depth, not just in breadth
A single page won’t establish you as an authority. Build a cluster of content around your core service: a main guide, supporting articles, a FAQ page, a glossary. The more thoroughly your site covers a subject, the more AI platforms treat you as a credible source.
For South African businesses in niche professional services categories, this is especially powerful. There’s less competition, which means depth of coverage goes further.
Step 4: Get mentioned by sources AI already trusts
AI models weight external mentions heavily. Getting your business featured in industry publications, SA business directories, news sites, and relevant online communities builds the off-site profile that AI platforms use to verify your credibility. Think of this as the AEO version of link building.
Step 5: Set up your technical signals
Three small technical changes make a big difference:
llms.txt: A simple text file in your website’s root folder that tells AI crawlers what your site is about and which pages matter most. It’s the AI equivalent ofrobots.txt.Schema markup: Structured data that helps AI understand your business type, location, services, and FAQs. LocalBusiness schema and FAQ schema are the highest priority for most SA businesses.
robots.txtcheck: Make sure your site isn’t accidentally blocking AI crawlers like GPTBot, PerplexityBot, or ClaudeBot. This happens more often than you’d think, and it silently kills your AI visibility.
Key takeaway: You don’t need to do all five at once. Start with Steps 1 and 2. They’re free, fast, and have the most immediate impact on your citations.
What is Share of Voice in AI Search and How Do You Measure It?
Share of Voice in AI search is your brand’s percentage of all AI citations in your category, compared to your competitors. It tells you not just whether you’re being mentioned, but how often, and against whom.
If a competitor is getting cited in 8 out of 10 AI responses on relevant queries and you’re getting cited in 1, that’s the real competitive picture. Counting your own mentions without that context gives you a false sense of progress.
Why this matters for founders: Share of Voice is the metric that tells you whether your AEO investment is working relative to the market, not just in isolation.
For South African businesses entering AEO now, establishing a baseline Share of Voice measurement before you start optimising is the smartest first move. You can’t improve what you haven’t measured. This is one of the first things we do inside an AI Visibility Audit – we run your key queries across ChatGPT, Perplexity, Claude, and Google AI Overviews and show you exactly where you stand versus your competitors.
How Long Does AEO Take to Show Results?
Most businesses see their first AI citation movement within 4 to 8 weeks of making AEO changes. Full, sustained visibility across all major platforms typically takes 3 to 6 months.
That’s faster than traditional SEO, which often takes 6 to 12 months before you see meaningful organic traffic. It’s also a more direct feedback loop: you can test specific queries in ChatGPT or Perplexity and see whether your business appears.
Perplexity now handles 780M monthly queries, a 239% increase in under two years (Perplexity, 2026) – shows why acting now matters.
Here’s what the timeline looks like in practice:
| Timeframe | Milestone | Expected outcome |
|---|---|---|
| Weeks 1 to 2 | Technical foundation | llms.txt, schema markup, and robots.txt reviewed and live |
| Weeks 3 to 8 | Content and FAQ publishing | First citation movement visible in Perplexity and ChatGPT search |
| Months 2 to 4 | Authority building | Third-party citations growing, Share of Voice improving across platforms |
| Months 4 to 6 | Sustained visibility | Consistent presence across ChatGPT, Perplexity, Claude, and AI Overviews |
The honest caveat: AI models don’t update in real time. Perplexity and ChatGPT’s search mode are the fastest to respond because they actively crawl the web. Claude and Google AI Overviews rely more on training data and take longer to reflect new content. That’s why starting now matters. The earlier you build your citation profile, the earlier it compounds.
Businesses that see results fastest are the ones that start with a structured audit, identify the highest-impact gaps, and work through them systematically. That’s exactly what an AI Visibility Audit is designed to do.
Should You Hire an AEO Agency or Do It Yourself?
You can do a meaningful amount of AEO yourself. Writing clear, question-led content and adding FAQ blocks to your key pages are things any business owner or marketing manager can handle without specialist help. Start there.
Where specialist support pays off is in three areas:
Technical setup: Schema markup,
llms.txt, androbots.txtconfiguration need to be done correctly. A small mistake here can quietly block AI crawlers from your entire site.Citation building: Identifying which SA-relevant publications, directories, and platforms AI engines weight as authoritative, and then actually getting your business featured there, takes experience and relationships.
Measurement: Tracking your Share of Voice across ChatGPT, Perplexity, Claude, and AI Overviews simultaneously requires the right tools. Without measurement, you’re optimising blind.
The honest answer for founders evaluating spend: start with what you can do yourself, then bring in a specialist to close the gaps. An AEO audit gives you a prioritised list of exactly what to fix, so you’re not guessing or wasting budget on low-impact work.
For South African SMEs, working with a local specialist who understands the SA market, local directories, and how South African media factors into AI citation signals is a practical advantage over working with an offshore generalist who has never heard of Business Insider SA or Bizcommunity.
How AI Pathway Helps South African Businesses with AEO
AI Pathway is a Cape Town-based AEO consultancy. We help South African SMEs and founders build real visibility in AI search results, not just Google rankings.
Our AEO services are built around four core deliverables:
AI Visibility Audit: We check where your business currently appears (and doesn’t appear) across ChatGPT, Perplexity, Claude, and Google AI Overviews. We identify exactly what’s blocking you and what to fix first. Audits start from $500.
Content Optimisation: We rewrite or restructure your existing content to meet AEO best practices, including direct-answer formatting, FAQ blocks, and headings aligned to real customer queries.
Citation Strategy: We identify and pursue third-party citation opportunities in SA-relevant publications, directories, and industry platforms that AI engines already trust.
Ongoing Monitoring: We track your Share of Voice across platforms monthly, report on citation movement, and adjust the strategy as AI platforms evolve.
We work with South African businesses across professional services, e-commerce, financial services, and B2B. If you want to know where your business stands in AI search right now, the AI Visibility Audit is the right starting point.
Book an AI Visibility Audit and get a clear picture of your current AI citation presence within two weeks. You can also browse our FAQ page if you have more questions before getting started.
Frequently Asked Questions
Answer Engine Optimisation (AEO) is the practice of setting up your content so that AI platforms like ChatGPT, Claude, and Perplexity cite your brand when answering questions relevant to your business. It is also called GEO (Generative Engine Optimisation).
SEO (Search Engine Optimisation) focuses on ranking your website in Google search results. AEO (Answer Engine Optimisation) focuses on getting your brand cited inside AI-generated answers. Both are important and work best together. They target different moments in how your customers now search for you.
To get cited in ChatGPT, write content that directly answers your customers’ questions, add FAQ blocks to your key pages, build topical authority through depth of coverage, earn mentions from credible third-party sources, and configure technical signals like schema markup and an llms.txt file.
Most businesses see initial citation movement within 4 to 8 weeks of implementing AEO changes. Full visibility improvement across all major AI platforms typically takes 3 to 6 months. Perplexity and ChatGPT’s search mode respond fastest. Claude and Google AI Overviews take longer.
AI Pathway’s AI Visibility Audits start from $500. Ongoing AEO consulting and optimisation is priced based on scope. Contact us for a custom quote.
Share of Voice in AI search is the percentage of AI-generated responses in your category that mention your brand, compared to your competitors. It measures your relative visibility across AI platforms, not just your total citation count.
You can measure AI brand visibility by running test queries manually across ChatGPT, Perplexity, Claude, and Google AI Overviews. For systematic tracking, AI Pathway monitors your Share of Voice across all four platforms as part of our ongoing AEO service.
You can handle the content and FAQ side yourself. Technical configuration (schema markup, llms.txt) and third-party citation strategy benefit from specialist help. Starting with an AI Visibility Audit gives you a clear, prioritised list of what to tackle first so you’re not wasting budget.
AI Pathway is a Cape Town-based AEO consultancy offering AI Visibility Audits, content optimisation, citation strategy, and ongoing monitoring for South African businesses. Visit our AEO services page to learn more or browse our FAQ page for more common questions about AI search.
