GEO / AEO · Business visibility in AI engines

When your customer asks a question, we build your business a place in the answer.

MR.ROBOT scans your website page by page, understands the business, the services, the advantages and the intent of every page - and builds clearer infrastructure for search engines and AI systems.

GEO / AEO builds the business an infrastructure of scanning, meaning organization, technical assets and answers - and measures visibility where customers look for information.

Connects with WhatsApp, Google, Meta and the tools you already use
ChatGPT Gemini Perplexity DeepSeek Qwen Phind Bing Brave Search YouTube GitHub Medium LinkedIn Hacker News Search Console Ahrefs Screaming Frog Instagram TikTok
Claude Grok Copilot Mistral You.com Google DuckDuckGo Reddit Wikipedia Stack Overflow Quora X Dev.to Google Analytics Semrush Facebook Threads Pinterest
09:17
Roby
online
Roby, how do we show up in search for our service? 10:45
Checked. You're missing two service pages and FAQs that competitors answer. I've prepared drafts. Add them to the site? 10:45
Yes, add them. And how do we show up in ChatGPT and Google AI? 10:46
Not cited yet. I prepared an addition of structured data, an llms.txt and clear answers - so AI engines understand who you are and what you offer. Approve adding it to the site? 10:46
Great. What about the Google profile? 10:47
I checked your Google Business Profile - it's missing hours, services, photos and review replies. I prepared a full update for your approval. Approve publishing? Keeping the profile updated tends to strengthen local visibility over time. 10:47
Are there questions customers ask that we don't answer? 10:48
I found 5 recurring questions with no answer on the site. I'll build a focused FAQ page - so you're found on Google and in AI engines. Approve? 10:48
Message

Aim to appear on Google and AI engines, Roby builds the answer content.

Roby knows your business and site - message him on WhatsApp, and he checks how you appear in search and AI engines, identifies what's missing and builds the answers and pages that improve your chances of being found.

  • You ask in natural language
  • Roby prepares, executes or asks for approval
  • Every action is logged and connects to the next step

From a deep scan to a practical improvement plan, engine by engine

Full meaning scan

It goes beyond checking that a page exists. It understands what the page says, who it serves and what it should achieve: page type, core intent, the service it represents, the audience, the questions it already answers - plus crawl, indexing, canonical, broken-link and mismatched-Schema issues.

The business meaning map

After the scan a clear map is built: who the business is, what it offers, to whom, which problems it solves, what sets it apart and what proof exists - business, activity areas, services, audiences, problems, questions, site pages and content opportunities. You also see which topics matter to the business but are under-explained on the site.

Technical and structured assets

The system suggests creating or updating only relevant assets: a tidy llms.txt with the business summary and key pages - for every asset and every page, a smart page map, Schema / JSON-LD that matches only the visible content and passes validation, and a structured content layer - headings, internal links and missing information. Every asset comes with a preview and approval before publishing.

The questions your customers actually search for

A Q&A engine that maps real intents - comparison, price, trust, local, process, "who is it for" - and drafts short, direct answers based on real business information, with nothing invented and no superlatives. Every question has a recommended page, a source on the site, and editing plus approval before publishing.

Search has moved to answers, and your presence needs to move with it.

Our engine maps your website in depth: what the business offers, who it fits, which problems it solves, what makes it distinct, which pages matter for conversion and which questions customers are likely to ask. It then finds gaps, organizes the information in a structured way, generates relevant technical and content assets, and proposes actions that can improve how search engines and AI systems understand, locate and present your business in the right contexts.

Channels scanned
3
Google · Google Maps · AI engines
Connected engines
5
Deep scan · meaning map · technical assets · Q&A · visibility checks
Plugins to install
0
All built into every MR.ROBOT site - scan, content and ongoing monitoring, no code to paste
SEO · AEO · GEO

AI Presence vs. Classic SEO software, Semrush and manual checks.

Customers ask ChatGPT, Claude, Gemini, and Perplexity, and the answers rely on your site, content, and structured data. This is what each approach to the new visibility looks like - scanning, infrastructure, content, and measurement.

Capability AI Presence Classic SEO software Semrush / Ahrefs Manual check in ChatGPT Site with no maintenance
Page-by-page site crawl to identify structure, content and gaps Included as a built-in part of the system Included as a built-in part of the system Included as a built-in part of the system Not a built-in part of the solution Not a built-in part of the solution
Mapping the business, content topics and each page’s intent Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution
Identifying content, trust, information and missing page gaps for the business Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution
Creating llms.txt when relevant for the site Included as a built-in part of the system Not a built-in part of the solution Not a built-in part of the solution Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution
Preparing structured data and recommendations for an adapted content structure Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution
Building FAQs based on customer and business intent Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution
Visibility checks using a set of questions in ChatGPT, Claude, Gemini and Perplexity Included as a built-in part of the system Not a built-in part of the solution Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution
Estimated visibility score, repeat checks and identification of contexts where the business appears Included as a built-in part of the system Not a built-in part of the solution Included as a built-in part of the system Not a built-in part of the solution Not a built-in part of the solution
Action recommendations connected to pages, content, reviews, Google Business Profile and business assets Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution

Included as a built-in part of the system Possible, depending on setup, plugins, integrations, service plan or scope Not a built-in part of the solution

Visibility checks are based on the questions, models and contexts reviewed at the time of the scan. Results may vary across models, questions, regions and times. The visibility score is an estimate, not an official ranking. Brand names belong to their respective owners.

Strong visibility starts when the business is clear, trustworthy, up to date, and present in the right places.

Already have a MR.ROBOT site?

Open the platform and ask Roby to check how you appear on Google and in AI engines, identify content gaps and build the pages and questions you're missing.

Open the platform
What you actually get

Real presence assets, yours to keep.

A full meaning scan and gap report

Page by page, across every asset: technical status, intent, audience, questions already answered - and the crawl, indexing, Schema and content issues that need attention. No page is left out.

A list of questions and content gaps

What customers ask, which answers your site is missing and where competitors already answer.

Technical assets with your approval

llms.txt, content-matching structured data, service pages and FAQs - created with a preview and approval before publishing.

Visibility checks and measurement over time

Question sets are tested against available AI engines, mentions and citations are recorded, and the system suggests what to strengthen next.

What changes in the business

From a partial presence to a business that shows up where customers ask

01

A better chance to be found

Where customers actually ask - Google, Maps and AI engines - the business has content that fits the question.

02

Your business is understood by search and AI engines

Structured information and clear content help engines understand what you do, for whom and where.

03

Content gaps get closed

The pages, FAQs and information that were missing now exist and connect to the business.

04

You answer what competitors answer

The questions competitors already answer get answered on your side too - in your business's voice.

Questions and answers

Frequently asked questions about GEO / AEO

The product scans the website in depth - page by page - understands the business structure, services, audiences and core topics, identifies each page's purpose and the connections between pages, and identifies actions that can improve how search engines and AI systems understand the site.

You can check: ask an AI engine the questions your customers would ask - about the field, the area and the service - and see whether the business appears and how it is described. The GEO / AEO visibility check does this in an orderly way across question groups; and if the business was not detected in the checks, it shows which pages are missing, which questions get no answer and which actions can strengthen the connection between the business and the topics tested.

SEO is optimization for Google search results. AEO (Answer Engine Optimization) focuses on becoming the direct answer to questions - on Google and in answer engines. GEO (Generative Engine Optimization) extends this to AI engines such as ChatGPT, Gemini and Perplexity, where it is important that information about the business is clear, verified and citable. All three rely on the same foundation: real content, a clean structure and consistent information.

A simple Markdown file that sits at the site root (for example: yoursite.co.il/llms.txt) and gives AI systems and smart agents the essentials in one place: the business name, a short summary, and sections linking to the key pages - services, areas and content. Alongside it there is an extended version, llms-full.txt, for full detail. It is a young, evolving format that works alongside robots.txt, sitemap and Schema - not instead of them. At MR.ROBOT the file is built automatically from the site scan, for every asset and every page, and is updated with your approval.

No. AI engines decide independently which sources to show and in which answers, and results vary across models, phrasings, regions and times. The product helps you build a clearer, healthier, better-structured site richer in relevant information - the part you control.

The system runs checks on groups of questions related to the business, its services, its service area and the problems customers try to solve - and records mentions, citations, or no detection in the checks performed. The resulting AI Readiness score is an internal readiness measure, not an official ranking by any AI engine.

Who the business is, what it offers, who it is for, where it operates, what makes it different, what proof exists, what its services and products are and which questions it can solve. The clearer and more consistent this information is, the easier it is to present the business as a relevant answer.

Yes. Clear information that can be verified helps engines understand the business and trust it: services, service areas, work process, prices or the factors that affect them, opening hours, policy, team, experience, reviews and case studies.

Engines and customers encounter the business through the website, Google Business Profile, social media, reviews, directories, videos and external mentions. Consistency in the business name, services, areas, opening hours and messaging builds understanding and trust for both.

For local businesses, an up-to-date Google Business Profile shows services, service areas, hours, photos, reviews and contact options. It strengthens how the business is understood in local search, on Maps and by AI engines that rely on this information.

Structured Data is an information layer that helps search engines understand the type of content on a page: business, service, product, article, review or FAQ. It does not guarantee ranking, but it strengthens understanding of the asset and the chance of rich appearance in results.

All questions and answers

What is holding your visibility back, and what to do now.

GEO / AEO connects visibility checks, gap diagnosis and practical actions - so the business is clear, accessible and ready to be understood by search engines and AI systems.

AI visibility check

Question groups - brand, service, local, comparison, problem and solution - are tested against available AI engines per connections and permissions, with precise statuses: detected as citation, detected as mention, not detected in this check, no access or data.

Diagnosis: what holds visibility back

Findings are organized by category - technical infrastructure, business clarity, content gaps, structure and meaning - with severity, affected pages, why it matters and a recommended action.

Actions, not just recommendations

Creating llms.txt, fixing or creating Schema, FAQ sections, service pages, internal links, headings and metadata - every action states what will change and on which pages, with a preview, approval and rollback.

Measure and improve over time

Repeat visibility checks, tracking of mentions and citations when data is available, a progress report and an AI Readiness score that reflects readiness - not a ranking and not a promise of appearance.

  • Checks run against available engines and services - ChatGPT, Claude, Gemini, Perplexity and more - per connections and permissions
  • Checks whether the business was mentioned, whether the site was cited and in what context - across question groups, not a single query
  • You get an AI Readiness score, findings by severity and a practical improvement plan

Results in AI engines vary by engine, language, location, time, user settings, data sources and question phrasing. The data in the system reflects checks performed at a given moment and is not a commitment to future appearance.

Check now for free - how your business looks in AI engines

llms.txt: your website's ID card for AI systems.

A simple Markdown file at the site root that gives AI systems what truly matters: who the business is, what it offers, and which pages represent it. We build it automatically from the meaning scan - for every asset and every page.

What is inside the file

A heading with the business name, a short precise summary, and tidy sections linking to the key pages - services, service areas and core content. An extended llms-full.txt version is created for full detail.

Who reads it

AI agents, smart assistants and developer tools that look for orderly context about the site before they answer. A young, fast-evolving format - working alongside robots.txt, sitemap and Schema, not instead of them.

How it stays accurate

The file is built from a scan of the real site - no inflation, no empty links - refreshed after site changes, and goes through preview and approval before publishing.

Every asset, every page

The website, blog and shop connected to the domain are scanned page by page, and every healthy page makes it into the file. No page is left out.

The four files that explain your site to machines - and what each one gives

File Who reads it What it gives How MR.ROBOT handles it
robots.txt Search-engine and AI-engine crawlers Crawl permissions: what is open and what is blocked Checked on every scan - an unnecessary block is flagged as a finding to fix
sitemap.xml Search-engine crawlers The list of URLs that exist on the site Read at the start of the scan and cross-checked against the actual pages
Schema / JSON-LD Search engines and AI systems Structured meaning per page: business, service, Q&A Created and fixed only to match the visible content, after validation
llms.txt AI systems and smart agents A tidy summary of the business and its key pages, in one place Built automatically for every asset and every page, published with your approval

Be there when customers ask.

Strong visibility starts with information you can understand, verify, and trust. MR.ROBOT checks how your business appears today, and Roby builds the answers and pages that improve your chances of being found, understood and shown as a relevant source.

Find out which questions your business isn't answering yet

Presence check and account setup are free. We improve your chances of being found, understood and shown as a relevant source - and results may vary across models, questions, regions and times, so we keep checking and improving.