How to Become an AEO Specialist: Skills, Tools and Career Path

Last updated: 13 November 2026

What does an AEO specialist do?

An AEO specialist, sometimes called an AI search specialist, GEO specialist or AI visibility manager, makes sure a brand is found, understood and recommended when people ask AI assistants questions. In practice the work looks like a mix of detective work, writing and project management.

A typical week might include:

• Running a set of prompts across ChatGPT, Gemini, Perplexity and Google AI Mode to see whether the brand is mentioned and what is said about it.
• Checking whether AI crawlers can access important pages, and fixing robots.txt or rendering issues.
• Rewriting key pages so they answer questions directly and clearly.
• Adding or fixing schema markup.
• Correcting outdated facts about the brand on third-party sites, directories and Wikidata.
• Working with PR to earn mentions in publications that AI tools tend to cite.
• Reporting share of voice, citations and AI referral traffic to stakeholders.
• Reading about the latest changes to AI search products and testing what they mean.

For a primer on the discipline itself, start with what is AEO and AEO vs SEO.

Why AEO is becoming a career path

Search behaviour has shifted. Google shows AI Overviews on many queries, AI Mode offers a conversational search experience, ChatGPT search and Perplexity are part of daily routines for many people, and Bing has folded Copilot into its results. When an AI assistant summarises the answer, fewer people click through, and the brands mentioned in the answer gain an advantage.

Companies have noticed. Marketing leaders now ask questions like “Why does ChatGPT recommend our competitor?” or “Why does Gemini say our product costs twice what it does?” Someone has to own those questions, and that is increasingly a dedicated AEO role or an SEO role with an explicit AI visibility responsibility. Agencies are building AEO services, in-house teams are adding AI visibility to job descriptions, and new tools for tracking AI mentions keep appearing.

The field is still young, which is both an opportunity and a caution. There is room for newcomers to build expertise quickly, but there is also a lot of hype and very little settled best practice. The best specialists are the ones who test carefully and say “we do not know yet” when that is the honest answer.

Core skills an AEO specialist needs

Soft skills that matter more than you think

Technical knowledge gets you started, but the specialists who do well tend to share a few traits:

• Comfort with uncertainty. AI answers vary from one run to the next. You need to think in trends and probabilities, not single results.
• Clear, plain writing. Much of AEO is rewriting content so both people and machines can understand it.
• Honesty with clients and managers. Nobody can guarantee a place in an AI answer. Specialists who overpromise lose trust quickly.
• Cross-team influence. You will need help from developers, writers, PR and product teams, often without direct authority.
• Curiosity. The tools change monthly. People who enjoy testing new features keep ahead.

Tools an AEO specialist uses

You do not need expensive software to start. Many specialists begin with free tools and a spreadsheet.

For a wider list, see best AEO tools and free AEO tools.

How to become an AEO specialist: a step-by-step path

1. Learn SEO foundations. If you are new to search, spend time on crawling, indexing, on-page optimisation, links and intent. AEO builds on these.
2. Understand how AI answers are built. Learn the difference between what a model knows from training and what it retrieves from the live web. Read about retrieval-augmented generation and query fan-out.
3. Start testing prompts daily. Pick a category you know, write 20 realistic questions, and run them across several assistants every week. Note which sources are cited and how answers change.
4. Practise on a real site. Your own blog, a friend’s business, or a non-profit. Make changes, record dates, and observe what happens.
5. Learn the technical side. Audit robots.txt for AI crawlers, check JavaScript rendering, add schema. Use our technical AEO checklist.
6. Get comfortable with measurement. Build a prompt tracker, set up GA4 segments and learn to report share of voice.
7. Write publicly. Share what you test on LinkedIn or a blog. Honest notes from experiments are rare and valued.
8. Build a portfolio. Document two or three projects with the problem, what you did, and what you observed, without exaggerating results.
9. Apply or pitch. Look for SEO roles that mention AI search, AEO or GEO, or offer AEO audits to small businesses.

A 90-day learning plan for SEO professionals

If you already work in SEO, you can make the shift in about three months of focused effort alongside your job.

Building a portfolio without paying clients

The most common question from people entering AEO is “how do I get experience if nobody will hire me without experience?” The good news is that AEO is unusually easy to practise in public, because the AI assistants are free to test and the results are visible to anyone.

Project ideas you can start this month

• Your own site. Start a small blog in a niche you know well. Publish ten answer-first articles, set up tracking, and record whether and when AI assistants begin citing them.
• A local business. Offer a free AI visibility check to a café, clinic or shop you know. Test what AI tools say about them, fix their Google Business Profile and directory listings, and write up what changed.
• A non-profit. Charities often have outdated facts across the web. Correcting those is genuinely helpful and makes a strong portfolio story.
• A category study. Pick a category such as “best project management tools for small teams”, run 50 prompts across five assistants, and publish an analysis of which sources and brands appear. This shows research skill without needing a client.
• A before and after rewrite. Take a confusing public page, rewrite it in answer-first format, and explain the reasoning. You do not need to publish it on their site to show your thinking.

How to write up a portfolio project honestly

Hiring managers in this field are wary of inflated claims, because they have seen many. A strong write-up is specific and modest:

1. The starting point. What did AI assistants say about the brand or topic before you started? Include screenshots with dates.
2. The diagnosis. What did you think was causing the problem, and why?
3. The actions. List exactly what you changed, with dates.
4. The observations. What changed in AI answers, traffic or citations afterwards? Be clear about what you can and cannot attribute to your work.
5. The lessons. What would you do differently next time?

A write-up that says “mentions in our 30-prompt set rose from 3 to 7 over two months, though some of this may reflect model updates” is far more convincing than one that claims to have “dominated ChatGPT”.

Where AEO specialists work

If you are considering consulting, our pieces on AEO consultant vs agency and AEO pricing explain how clients think about buying these services. You might also look at white-label AEO, where agencies deliver AEO under their own brand.

What interviews for AEO roles look like

Because the field is new, interviews often focus on how you think rather than on memorised facts. Expect questions like these, and prepare thoughtful answers:

• “How would you find out what ChatGPT and Gemini say about our brand today?”
• “Our competitor appears in AI Overviews for our main category and we do not. Where would you start?”
• “How do you measure AEO when AI answers change from one run to the next?”
• “What is the difference between how AI Overviews and ChatGPT search choose sources?”
• “An AI assistant states a wrong price for our product. What would you do?” (See how to fix wrong AI answers about your brand.)
• “Should we block AI crawlers?” (A good answer weighs training vs search crawlers; see robots.txt for AI crawlers.)

Some employers set a take-home task, such as a short AI visibility audit of their brand. Treat it like a real deliverable: clear findings, prioritised recommendations, and honest caveats.

Mistakes new AEO specialists make

• Treating one prompt result as truth. AI answers vary. Run each prompt several times and across assistants before drawing conclusions.
• Ignoring classic SEO. Many AI search features rely on search indexes. If a page does not rank or is not indexed, it is unlikely to be cited.
• Chasing tricks. Hidden prompts, keyword stuffing for LLMs and fake reviews may seem tempting, but they risk penalties and damage trust.
• Promising placement. Nobody controls what an AI assistant says. Promise process and effort, not outcomes.
• Working only on-site. AI assistants rely heavily on third-party sources such as reviews, forums, news and directories. See brand mentions for AEO.
• Skipping measurement. Without a baseline, you cannot show progress. Set one up on day one.
• Not keeping up. Features like AI Mode, ChatGPT shopping and agentic checkout change what good AEO looks like. Set aside time every week to read and test.

How to stay current in a fast-moving field

AI search changes faster than almost any other area of marketing. Model updates, new features and new assistants arrive every few weeks. A simple routine helps:

• Weekly prompt check. Re-run a small set of prompts you know well and note any changes in sources or format.
• Official announcements. Follow the blogs and changelogs of Google Search, OpenAI, Microsoft Bing, Perplexity and Anthropic.
• Practitioner communities. Join SEO and AI search communities where people share tests and observations.
• Your own notes. Keep a dated log of what you observe. Over time it becomes your most valuable reference.
• Teach others. Explaining a concept in a post or a talk is the fastest way to discover gaps in your own understanding.

Our AEO trends article and the AI search ranking factors guide are good starting points for understanding where the field is heading.

Career progression in AEO

Because the discipline is new, career ladders are still forming, but a common pattern is emerging:

At every level, the specialists who stand out combine technical understanding with the ability to explain uncertain, changing results in plain language.

A reading path through the Digital Tatva blog

If you want a structured way to learn AEO using free guides, work through these articles in order:

1. What is AEO and GEO vs AEO for the vocabulary.
2. How AI search engines work for the mechanics.
3. AEO strategy for planning.
4. Answer-first content and content chunking for AI for writing.
5. Entity SEO for AEO and Wikidata for AEO for entity work.
6. AEO audit and AI visibility audit checklist for practical assessment.
7. AEO reporting template for measurement.

How Digital Tatva can help

Digital Tatva is an AEO consultancy based in Ahmedabad. We publish practical guides like this one because the field benefits from open, honest knowledge sharing. If your company needs AEO done rather than learned, or wants an outside audit to train an in-house team against, we can help with audits, strategy and implementation support. We never guarantee AI placement; we focus on making your brand a clear, credible source.

Frequently asked questions