AI Visibility Engine

Your buyers are asking AI. See whether it names you.

We generate the buyer questions for your category (best-of, comparison, alternatives, local, purchase intent) and ask them on the AI systems you connect: ChatGPT, Claude, Gemini, Google AI Mode, Perplexity, Grok and Microsoft Copilot. You see your AI share of voice, your recommendation rate, who wins instead and why, and the actions that change it.

Free account · 25 tracked questions · every AI system you connect, not a subset · no card needed

What is answer engine optimization?

Answer engine optimization (AEO) is the practice of making a brand visible in AI-generated answers. Where SEO targets ranked links, AEO targets the answer itself: being mentioned, recommended or cited when someone asks one of the 7 systems tracked here (ChatGPT, Claude, Gemini, Google AI Mode, Perplexity, Grok, Microsoft Copilot) a question in your market.

What is generative engine optimization?

Generative engine optimization (GEO) is the same discipline seen from the model side: improving how generative engines represent a brand. AEO and GEO share the same levers, so the AI Visibility Engine measures both the answer and the sources behind it.

How a tracked query works

One buyer question, put to every AI system we track, with the answer, its citations and the companies it names recorded. Multiply that by your tracked queries and re-run it on your plan's refresh, and you can see what moved.

one question, four engines

  1. Buyer question

    Which companies would you recommend for OT security?

  2. Assistant AMentionedNamed third of five
  3. Assistant BOpportunityTwo competitors named
  4. Assistant COpportunityLeaned on one roundup
  5. Assistant DMentionedNamed, described correctly

Appeared in

2 of 4

Top competitor

3 of 4

Biggest gap

Recommendation-intent questions

Illustrative. One question from a real report is run against every engine we test, and every answer is reproduced in full alongside it.
The growth loop

Not another score dashboard

Six steps, from the questions buyers ask to what changed after you acted. The first five run today.

1

Discover

We generate the buyer questions for your category, group them by intent, and ask them across every AI system you have connected.

2

Diagnose

For each answer: mentioned, recommended, in what position, and the sources it cited. Plus why a competitor got picked instead.

3

Decide

Every gap becomes an action scored by impact, confidence, effort and urgency.

4

Execute

Agents draft the content, entity fixes and outreach. They never publish. You approve before anything goes out.

5

Measure

Publishing an asset marks its action done and re-runs that action's questions about a week later, so you see before and after.

6

Report

Planned

Where the product is going: reading back which actions moved which intents in your industry. Not available yet.

What's inside

Six modules, one loop

All six are in the product today. Plans change how often your questions are refreshed, not which AI systems are tracked.

Intelligence

AI Visibility Engine

Buyer questions for your category, grouped by intent and asked across the AI systems you connect: ChatGPT, Claude, Gemini, Google AI Mode, Perplexity, Grok and Microsoft Copilot.

  • Whether an answer mentioned or recommended you, and in what position
  • The sources each answer cited
  • Movement per intent between runs
How it works: AI Visibility Engine
Intelligence

Competitive Intelligence

Who shows up in your answers, how often and where, plus the competitors the engines surface that you had not named yourself.

  • Share of voice and the questions you lose
  • The sources behind their wins
How it works: Competitive Intelligence
Intelligence

Brand Brain

The facts you state about your company, products and people, checked against what engines say back, with the sources that shape those answers.

  • Flags where an answer contradicts you
  • AI readiness audit of your site
How it works: Brand Brain
Strategy

Opportunity Engine

Every gap becomes a specific action with a reason and a score. Nothing moves until a person approves it.

  • Scored by impact, confidence, effort and urgency
  • Content, entity, citation and technical actions
How it works: Opportunity Engine
Execution

Growth Agents

Five agents that draft and never publish: Content Optimizer, Entity Builder, Citation Outreach, Competitor Monitor and FAQ Builder.

  • Every draft carries the evidence it came from
  • Human approval on anything that leaves the product
How it works: Growth Agents
Execution

Content Workspace

Brief, draft, review, published, measured, with versions kept at each step. Marking a piece published closes its action and re-asks its questions about a week later.

  • Before and after per question
  • CSV export and print to PDF for reports
How it works: Content Workspace
Add-on

Want it written up by an expert?

The AI Visibility Audit is a written, expert-led audit of your category with a 12-month plan. From $1,500, credited against Scale or Agency.

Request an audit See a sample

Can you guarantee an AI will recommend us?

No one can, and anyone who says so is selling you something. We measure, influence the signals models rely on, and show the before/after for every tracked query. ModernTechLap measures and influences the evidence around your business; it does not control model outputs.

Find out what AI says about you. Then change it.

Free baseline, 25 buyer questions, every AI system you connect. About ten minutes, no card.