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AI Search Optimization: Get recommended when your customers ask AI.

AI search optimization and SEO for businesses that want to be found and recommended by ChatGPT, Gemini, Perplexity and Google. It starts with an AI search audit: what your customers ask, how AI answers, and who gets named.

What the audit covers

What it is

What is AI search optimization?

AI Search Optimization is Senpai.ai's practice for businesses that want to be found and recommended in AI search: the answers that ChatGPT, Gemini, Perplexity and Google's AI Overviews give when a customer asks what to buy and who to trust. It includes SEO, and it is the work some call generative engine optimization (GEO), answer engine optimization (AEO) or AI SEO. It starts with an AI search audit of one market or category: what customers ask and decide, how AI and search answer, which competitors get recommended, and which sources those answers cite. A strategy and a ranked list of recommendations follow, then the SEO, content, source, product-information and technical changes, and repeated measurement as answers, competitors and demand change.

It builds on SEO and does not replace it. SEO works on keywords and rankings. AI search optimization works on the questions customers ask, the decisions behind them, and whether a business is named in the answer.

The questions buyers ask

Your customers are asking AI questions you never see.

They ask search engines and AI assistants what to buy and who to trust. The answers decide who gets considered, often before anyone reaches your site.

  • “What are our customers actually asking?”
  • “Which of those decisions matter most?”
  • “Are we showing up in ChatGPT?”
  • “Why do competitors get recommended?”
  • “Is what AI says about us accurate?”
  • “What should we change first?”

What an AI search audit covers

One picture of the market, from the customer's side.

The audit reads your market the way a buyer moves through it: what they ask, what they are shown, and who they are told to choose.

  • Demand mapping

    The questions customers ask and the decisions underneath them, grouped and ranked by how much each one matters commercially.

  • AI search and recommendations

    How Google, ChatGPT, Gemini and Perplexity answer those decisions, which brands they name, and which sources they cite.

  • Competitor intelligence

    Who owns which decision, how each competitor is described, and where they are ahead of you.

  • Buyer decision research

    How customers compare and choose, in their own words, from search, communities, reviews and your own records.

  • Information consistency

    Whether your products, prices and claims read the same on your site, on your listings and in the answers AI gives about you.

  • Agentic commerce

    How AI assistants and shopping agents find, compare and present products, and whether yours can be found and chosen.

What you receive

Audit. Strategy. Recommendations.

We guide you on where to start. Then we make the changes with you.

  • Audit

    Where you win and where you lose across the decisions that matter: what customers ask, how search and AI answer, and who gets named.

  • Strategy

    Which decisions to go after first, and why, weighed by commercial value and by how realistically each can be won.

  • Recommendations

    A clear list of what to change, in order, across SEO, content, sources, product information and technical visibility.

AI visibility tracking and the audit

Counting mentions is the easy part.

Knowing where you appear is useful. Knowing which decisions matter, who is ahead on each, and what to change first is where the value starts.

Tracking shows

Where you appear, how often, and against whom.

The audit shows

Which decisions matter, who is ahead on each one, and which changes to make first.

After the audit

We do not stop at advice.

The audit, strategy and recommendations set the priorities. From there we make the changes with you, and keep measuring as search, AI answers and competitors change.

  1. First

    Know where to start

    An AI search audit, a strategy and recommendations for one market or category.

  2. Then

    Make the changes

    Carry out the SEO, content, source, product-information and technical changes that matter most, with your team.

  3. Ongoing

    Keep measuring

    Ask the same questions again, the same way, and adjust as answers, competitors and demand change.

AI search research

Studies built the same way.

The practice is built on original research into how customers choose, how AI answers, and where brands are winning or losing demand.

How a study is built
Crypto exchangesNetherlands

The Dutch exchange market has a hidden revenue problem.

  • 841 verbatim Dutch market observations
  • 15 underlying commercial decision states
  • 120 query AI and search test panel
FragranceUnited Arab EmiratesCollected August 2026

Brand ownership changes with the buying situation.

  • 8,102 real shopper expressions, English and Gulf Arabic
  • 100 representative shopping questions
  • 1,500 AI answers, five runs across three assistants
Agentic commerceLebanonCollected September 2026

Does AI know what you actually stock?

  • 3,666 real buyer comments, posts and searches
  • 105 specific buying situations
  • 342 AI answers: 38 decisions, asked three ways

When to start

The problems this work usually begins with.

Each one is a reason to read the market from the customer's side before changing anything.

  • Traffic is holding steady while enquiries and pipeline are falling.
  • There is no clear picture of how AI assistants describe the company.
  • Competitors keep surfacing in answers the company should be winning.
  • The rankings look strong and the decision still goes elsewhere.

Questions

AI search, ChatGPT and SEO: common questions.

  • How do we get recommended by ChatGPT?

    Start by finding out where you stand: which questions your customers ask, whether ChatGPT and the other assistants name you when they answer, how they describe you, and who they name in your place. The audit shows that for one market, then ranks what to change across your site, your content, your product information and the sources that describe you. We make those changes with you and measure again.

  • What is generative engine optimization (GEO)?

    Generative engine optimization is the work of making a business easy for AI assistants such as ChatGPT, Gemini and Perplexity to find, understand and recommend. It covers what the business publishes, how consistent its information is across the web, and which sources describe it.

  • What is the difference between GEO, AEO and SEO?

    SEO works on rankings in search results. Answer engine optimization (AEO) and generative engine optimization (GEO) are two names for the same newer work: being named in the answer an AI assistant or an AI search result gives. Senpai.ai treats them as one practice, AI search optimization, and it includes the SEO.

  • What is an AI search audit, or AI visibility audit?

    An AI search audit, which some call an AI visibility audit, shows how AI assistants and search engines answer the questions your customers ask in one market or category: whether your business is named, how it is described, which competitors are recommended, and which sources are cited. Senpai.ai's audit starts from demand, so it also shows which of those questions matter most commercially.

  • Which AI assistants and search engines do you test?

    In our published studies, questions go to OpenAI, Gemini and Perplexity through their APIs with live web search on: the systems behind ChatGPT, the Gemini app and Perplexity. Each question is asked several times, in a fresh conversation each time, because answers vary from one run to the next. An audit also reads how Google search answers the same decisions.

  • How is this different from an AI visibility tracking tool?

    A tracking tool shows where you appear, how often, and against whom. The audit shows which customer decisions matter, who is ahead on each one, and which changes to make first. Tracking can be part of the work; on its own it does not say what to do.

  • Do you make the changes, or only advise?

    Both. The audit, strategy and recommendations set the priorities. From there we carry out the SEO, content, source, product-information and technical changes with your team, and keep measuring as answers, competitors and demand change.

  • Is Senpai.ai a GEO agency?

    Senpai.ai is a research and AI transformation company. It does the work a GEO agency or an AI SEO agency is hired for, which is audits, strategy and implementation, and it starts from original research into what customers ask and how AI answers.

Find what's worth changing next.

Bring the market, workflow or business question. We'll start there.

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