AI Visibility — AEO + GEO

Your Buyers Are Asking AI Which Vendors to Call. Are You on That List?

A qualified buyer opens ChatGPT and asks which companies provide what you sell. Within seconds, they have a shortlist. They contact two or three names. They never visit your website. If your company is absent from those AI-generated answers — or described inaccurately — you are losing opportunities that never appear in your traffic reports or your CRM.

AEO + GEO Explained

AEO and GEO: What They Are and Why They Are Different from SEO

Traditional SEO is about appearing in a ranked list of links on a search results page. The buyer clicks a result, lands on your website, and your content does the work from there.

AEO and GEO address a different problem. AI tools like ChatGPT, Gemini, Perplexity and Claude do not return a list of links. They generate a direct answer, often naming specific companies or approaches they have synthesised from across the web. The buyer may read that answer, accept the shortlist it implies, and move to outreach without visiting any website at all.

For B2B companies with considered purchases, where buyers research extensively before they enquire, this is the part of the funnel that is changing fastest and being tracked least.

AEO

Answer Engine Optimization

Focuses on how well your content answers specific questions buyers ask, in a form that AI systems can read, interpret and cite. Ranking for a keyword still requires a click to matter. Being cited in an AI-generated answer gives you presence at the moment a buyer is forming their shortlist.

GEO

Generative Engine Optimization

Focuses on how your brand, your claims and your category positioning are represented inside the generated output of AI models, including whether you are named at all. A buyer may never click to your site and still add you to their shortlist based on how an AI describes you.

vs SEO

The Core Difference

SEO requires a click to deliver value. AEO and GEO deliver presence before any click happens, at the exact moment a buyer is deciding who to call. That distinction matters most in categories with high consideration purchases and extensive pre-enquiry research.

Four smartphones representing four AI tools being tested with buyer prompt research cards
The MOTM Method

Four Tools. Real Buyer Prompts. Every Month.

Most agencies that mention AI visibility stop at the claim. MOTM Technologies starts with a documented testing method. We never promise a specific number of AI citations — AI tools change their outputs based on model updates, training data and query phrasing. What we promise is a documented method, honest measurement, and a clear record of what changed and why.

4 AI tools tested every month

ChatGPT, Gemini, Perplexity and Claude are each queried separately, because their outputs differ and your visibility in one does not guarantee visibility in another.

30 to 50 real buyer prompts per basket

Prompts are written from the buyer's perspective, covering how they actually describe their problem and search for vendors, not how you describe your own offer.

Month-on-month measurement

Results are tracked over time so you can see whether optimisation work is moving your presence in the right direction, with a full record of what changed between periods.

Method published via the MOTM AI Visibility Benchmark

The scoring approach is not a black box. You can read how we define a citation, a mention, an accurate description, and a competitive absence.

Per-Market Approach

AI Visibility Is Not the Same in Every Market

A company that appears confidently in ChatGPT answers for buyers in the United States may be almost invisible in AI-generated answers for buyers searching in India, or in the UK, or in Germany. AI tool behaviour varies by market, partly because the underlying training data and the web content it draws from is not evenly distributed across geographies.

MOTM Technologies tests and optimises AI visibility separately per market. This matters for companies selling across India and international markets, where the same question asked in different locations or with different regional context can produce meaningfully different AI-generated answers.

For a company selling into both Indian and international buyers, your AI visibility strategy needs to account for each market independently. Where you appear in one place, how accurately you are described in another, and which competitors dominate AI answers in a specific region are all questions that require market-specific testing, not a single global view.

The same query. Different answers.

Ask ChatGPT "Which B2B marketing agencies should I consider in India?" and ask the same question for the UK. The shortlists differ. The companies named differ. Your presence in one market does not transfer to the other.

India United States United Kingdom Germany International

Testing reflects where you actually sell.

We build your prompt basket around the markets you sell into, not a generic global template. Prompt phrasing, regional context, and the competitive set are all configured per market before testing begins.

Built for India and international markets.

This per-market approach is part of how MOTM Technologies is built: research and optimisation that reflects the market you are actually selling into, not a uniform approach applied across all territories.

Measurement Framework

The MOTM AI Visibility Benchmark: Measurement You Can Read

There is no shortage of agencies that will tell you they improve your "AI presence" or get you "cited by ChatGPT." Very few will show you the method behind those claims or publish the framework they use to measure results.

The MOTM AI Visibility Benchmark is a documented, public measurement framework that defines exactly what we test, how we score it, and what counts as progress. Publishing the method holds us to a defined standard you can evaluate before you engage, and it gives you a clear basis for reading every report we produce.

When your AI Visibility score improves, you know what changed. When it does not, you know what we are working on and why. AI Visibility results are included in the same unified report that covers rankings, leads, meetings and pipeline, so you are never reading a channel metric in isolation from the business result it is meant to support.

What the Benchmark Defines

Which AI tools we query — ChatGPT, Gemini, Perplexity and Claude, each tested in isolation with the same prompt basket.

How prompts are selected and written — from the buyer's perspective, covering problem-framing, category exploration, vendor comparison, and capability queries.

How citations and mentions are scored — the difference between being named, being accurately described, being vaguely referenced, and being absent entirely.

How competitive presence is tracked — which competitors appear in your prompt basket and how their mentions compare to yours across the same queries.

What counts as progress — movement is measured month-on-month against a defined baseline, not a one-time snapshot with no before and after.

Find Out How You Appear in AI-Generated Answers for Your Category

We will run an AI Visibility Audit for your company at no cost. That means testing your category across four AI tools with a real buyer-prompt basket, recording where you appear, how you are described, and which competitors are being recommended instead of you. You get a clear picture of where you stand before committing to anything. No obligation, no generic report, no invented numbers.

Request Your Free AI Visibility Audit

Tell us about your company and what you sell. We will test your category across ChatGPT, Gemini, Perplexity and Claude and send you a clear report of where you stand, at no cost and with no obligation.