Global enterprise data on Answer Engine Optimisation and Generative Engine Optimisation investment, applied to the South African market. 250+ enterprise executives surveyed globally. Four signals every SA CMO should act on, plus a 90-day action plan.
Data sourced from Conductor's 2026 AEO/GEO CMO Investment Report. Analysis and SA context by Algorithm Agency.
Executive summary
The shift from traditional search to AI-driven answers is accelerating globally — and it is already reshaping how South African consumers find and trust brands. A global survey of 250+ enterprise leaders reveals that 94% plan to increase AEO/GEO investment in 2026. Enterprises already dedicate an average of 12% of digital budgets to AI search optimisation.
AEO/GEO is not just gaining traction. It is now the #1 strategic priority for 2026, outpacing paid channels. Forward-thinking executives are leaning in because AI-driven visitors convert at higher rates and in fewer sessions — validating its direct impact on revenue. For SA brands competing against global players with deeper pockets, the window to establish AI visibility is narrowing fast.
94%
of global enterprises plan to increase AEO/GEO spend in 2026
12%
average share of digital budgets now allocated to AEO/GEO
97%
report a positive impact on their overall marketing funnel
The four signals
The data points that should reshape your 2026 marketing budget conversation, distilled from 250+ enterprise responses and applied to the South African market.
01
Global enterprises allocated 12% of digital budgets to AEO/GEO in 2025, and 56% reported high or significant investment. South African brands spending less than this risk ceding AI visibility to competitors willing to invest.
02
64% of enterprises plan to upskill existing marketing teams rather than outsource. For SA businesses, this means your current SEO team needs AI search skills now — or a specialist partner like Algorithm to bridge the gap.
03
Scraping-based AEO tools are failing. Leaders are shifting to API-based monitoring for reliable AI visibility data. SA brands need trustworthy measurement before they can optimise effectively.
04
High-maturity organisations prioritise original research and first-party data over volume. In a market like SA where local expertise matters, this creates a powerful advantage for brands producing unique, locally relevant insights.
AEO/GEO maturity
Most respondents fall into medium maturity (40%), with a third already at high maturity. We estimate most South African organisations currently sit in the low-maturity bracket — which is precisely where the first-mover opportunity lives.
Source: Conductor 2026 AEO/GEO CMO Investment Report (n=250+ enterprise executives).
Investment trends
In 2025, 56% of enterprises reported high or significant AEO investment. The average organisation now dedicates 12% of total digital marketing budget to AEO/GEO efforts.
Budget allocation by marketing spend
If you are allocating less than 12–15% of digital budget to AEO/GEO, you risk falling behind competitors committed to securing market share in the new search landscape.
2026 investment direction
Resourcing strategy
64%
plan to upskill current SEO/marketing teams
29%
plan to hire new AEO-specific roles
7%
plan to outsource to agencies or consultants
Algorithm commentary · The competitive threat
The global data is clear: 94% of enterprise leaders are increasing AEO/GEO budgets. But for South African CMOs, this is not just a trend to watch. It is a competitive threat. International brands optimising for AI search will appear in answers to queries your local customers are asking right now.
SA brands that move first on AEO/GEO will own the AI answer space before global competitors figure out local context. That is your edge: deep market knowledge combined with technical execution. Do not wait for the budget cycle. Start reallocating now.
Algorithm Agency
AI Search Specialists · South Africa
Technology landscape
51% of organisations now use a fully integrated AEO platform, while 42% rely on multiple siloed point solutions. High-maturity organisations are 6× more likely to use a fully integrated platform than low-maturity organisations.
Most valued technology features
Biggest technology pain points
Algorithm commentary · The data quality problem
Data quality is the number one pain point globally, and in South Africa it is even more acute. Most local tools do not track AI visibility at all, and the ones that do are often scraping-based: fragile, incomplete data that changes every time an LLM updates its interface.
At Algorithm, we use proprietary API-based monitoring via Lighthouse GEO to track real LLM mentions across ChatGPT, Gemini, Claude and Copilot. This gives our clients trustworthy, repeatable data that forms the foundation for every optimisation decision. If your current approach cannot tell you where your brand appears in AI answers, it is time to upgrade.
Algorithm Agency
AI Search Specialists · South Africa
Content strategy
97% of respondents reported AEO/GEO had a positive impact on their overall marketing funnel in 2025. Only 1% reported a negative impact. AEO/GEO is now the #1 strategic priority for 2026, with 92% of enterprises tracking performance and AI-driven visitors converting at higher rates in fewer sessions.
#1
to increase topical authority across the content cluster
#2
across the entire site to improve LLM crawlability and citation probability
#3
— exactly the kind of content AI models prefer to cite directly
High-maturity organisations were the only group to prioritise original research reports based on first-party data. Publishing exclusive statistics or data points provides users with unique insights they cannot get anywhere else — exactly the kind of authoritative content AI models are most likely to cite directly. This report you are reading is a deliberate execution of that principle.
Algorithm commentary · The three-layer approach
The global study confirms what we have been telling SA clients: generating AI content at scale is the number one strategy, but only if it is backed by structured data and genuine expertise. Volume without quality will not get you cited. LLMs are getting smarter at filtering noise.
For South African brands, we recommend a three-layer approach: first, implement Schema and structured data across your site. Second, build authoritative long-form content around your core topics using first-party data. Third, monitor your AI visibility weekly and iterate. The brands winning AI search are not the loudest. They are the most useful.
Algorithm Agency
AI Search Specialists · South Africa
What this means for SA CMOs
South African brands face the same AI search challenges as global enterprises, plus four additional factors that create both risk and opportunity.
South Africa's digital marketing talent pool has minimal AI search optimisation experience. While global enterprises are hiring dedicated AEO specialists, most SA teams have not even started the conversation. Upskilling or partnering with specialists is essential.
Content in English, Afrikaans, Zulu, and other official languages all needs AI optimisation. LLMs are increasingly multilingual, and brands that optimise across languages will capture more AI answer visibility.
SA CMOs cannot match global enterprise spend, but targeted AEO/GEO in niche local categories can deliver outsized results. A focused strategy on 50 high-value keywords can generate more AI visibility than a broad, unfocused approach.
Most SA competitors have not started any AEO/GEO initiatives. Those who act now will establish AI answer visibility that compounds over time, making it significantly harder for late-movers to catch up.
90-day action plan
Practical, sequenced, scoped to a 90-day horizon. Start now; compound from month one.
Run a visibility audit across ChatGPT, Gemini, Claude and Copilot for your top 50 keywords. Document where you appear, where competitors appear, and which third-party sources get cited in answers about your category.
Deploy comprehensive Schema markup across your site — Organization, Person, Service, Article, FAQPage, Product where relevant — to improve LLM crawlability and citation probability.
Rewrite your top 20 pages to lead with direct, factual answers that AI models can cite. Front-load the answer; the supporting argument follows. Avoid clickbait headlines that hide the substance.
Set up tracking of brand mentions, citations and sentiment across all major LLMs. Use API-based monitoring (not scraping) for reliable, repeatable data.
Publish original data, surveys or market reports unique to your industry in South Africa. High-maturity organisations globally are the only group prioritising this — and AI models prefer to cite original research over rehashed commentary.
Download the report as a PDF to share with your team or leadership. Or skip to the audit and see exactly where your brand appears (or doesn't) in ChatGPT, Gemini, Perplexity and Copilot answers about your category.
Frequently asked questions
Common questions from South African marketing leaders reading or sharing the report.
The State of AEO & GEO in 2026 is Algorithm Agency's analysis of global enterprise data on AI search investment, applied to the South African market. The underlying data is sourced from Conductor's 2026 AEO/GEO CMO Investment Report, which surveyed 250+ C-suite executives, marketing leaders and AEO/SEO/GEO specialists across 12+ industries. Algorithm provides the South African context, commentary and action plan.
AEO (Answer Engine Optimisation) targets systems that return a single direct answer — featured snippets, voice assistants, "People Also Ask" boxes. GEO (Generative Engine Optimisation) targets generative AI models that synthesise answers from training and retrieval — ChatGPT, Gemini, Perplexity, Claude. They share infrastructure (schema, authoritative content, entity signals) and are typically run as one connected practice. Read our cornerstone guide on Generative Engine Optimisation for the full mechanism.
Yes. AI search is borderless. South African consumers use ChatGPT, Gemini and Copilot daily, and global brands appearing in AI answers compete directly with local businesses for South African customers. The investment signals, technology trends and content strategies covered in this report apply to any brand that wants to be visible where AI is sending traffic.
Global enterprises allocate an average of 12% of total digital marketing budget to AEO/GEO. Smaller marketing budgets ($2.5M-$25M) still allocate 9%. South African brands spending less than 10% of digital budget on AEO/GEO are likely under-investing relative to the rate competitors are willing to commit. Algorithm scopes engagements to outcomes rather than fixed packages, so the right number for a specific business depends on competitive landscape and ambition.
Yes. The full 9-page PDF report is available for free download at the top of this page — no email required, no signup. It contains all the charts, tables and Algorithm commentary in a portable format suitable for sharing with your team or leadership.
Algorithm is a South African Generative Engine Optimisation agency and the only African agency operating a proprietary API-based AI visibility platform (Lighthouse GEO). We've built AEO/GEO into core SEO engagements since 2024, won the WesBank New Generation Award 2025 for Best Use of AI in Marketing, and hosted the GEO Coffee Session for 40 senior South African marketers. This report is part of how we educate the market — the kind of first-party research the global data shows high-maturity organisations are producing.
If you've never run an AI visibility audit, that's step 1 — see what ChatGPT, Gemini and Perplexity actually say about your brand and category. If you've done the audit and want help moving from awareness to action, get in touch for a working session. The 90-day action plan in this report is a practical starting framework either way.
Continue reading
See all Algorithm Guides for more GEO and AI search reference content.