AI & LLM Visibility

Your Business Is Invisible to AI.

Your next customer just asked ChatGPT who to hire, and AI decided who got mentioned. If large language models do not understand and trust your business, you do not exist in the conversations that now drive buying decisions. That is the problem Answer Engine Optimization fixes.

Schedule a Discovery Call What Is AEO?
The Shift, in Numbers

Buyers Moved. Most Businesses Didn't.

This is not a future trend to plan for. It is the current behavior of your customers.

740%
growth in ChatGPT's share of search traffic over twelve months
93%
of searches in Google's AI Mode end without a click to any website. The answer is the destination
+35%
more clicks for brands cited inside AI answers versus brands left out of them
Answer Engine Optimization

Search Has Fundamentally Changed

Buyers no longer scroll through ten blue links. They ask AI for answers, and AI decides who gets mentioned. AEO is the discipline of making sure the answer includes you.

The Old Model

Rank pages for keywords.

  • Keyword stuffing and exact-match optimization
  • Link quantity over content quality
  • Page-level thinking, not entity-level authority
  • No structured data for AI consumption
The 2026 Model

Build entity authority AI trusts.

  • Topical authority around entities and concepts
  • Content structured for AI extraction and citation
  • Schema markup that speaks the language of AI
  • Visibility across Google AI, ChatGPT, Perplexity, and Claude
The Core Principle

AI Engines Don't Rank Websites. They Select Sources They Trust.

If AI can't quote you, you don't exist.

AEO builds machine trust through entity-level authority, structured data, and content designed for AI extractability. If an AI system cannot confidently quote, summarize, or cite your content, your business does not appear in the answers your buyers are reading. This page itself is structured the way we structure client content: direct answers, question-based headings, and schema underneath everything.

What We Deliver

The TMC Marketing AEO Service Suite

Every AEO engagement is a custom package built to close the gap between where your business stands today and where AI recommends you tomorrow.

Schema Markup Implementation

Organization, Service, FAQ, LocalBusiness, and BreadcrumbList schema, validated, deployed, and maintained so AI systems understand exactly what your business offers.

Entity Optimization

Consistent name, address, and phone data across all platforms, citation building on high-authority directories, and Knowledge Graph reinforcement.

Prompt-Gap Analysis

We identify which questions AI platforms answer about your industry and where you are absent, then build targeted content and signals to close those gaps.

Content Structuring for AI

Answer-first content design: direct answers above the fold, question-based headings, modular formatting, and semantic architecture built for extractability.

AI Visibility Reporting

Monthly reporting across Google AI Mode, ChatGPT, and Perplexity: featured snippets, AI citations, branded search lift, and your AI Share of Voice.

Citation & Authority Building

Strategic placement on the high-authority directories and review platforms AI systems treat as reference sources, reinforcing your entity across the web.

Our Process

The Quarterly AEO Loop

Every quarter follows the same five-phase loop designed to compound your authority. This is not a one-time fix. It is a system that builds on itself.

1

Gap Analysis

Find where you lack topical authority, entity signals, and answer visibility.

2

Entity Mapping

Design semantic content architecture that signals depth and authority.

3

Content Build

Create pillar pages, cluster articles, and answer-first content structured for AI.

4

Execute & Optimize

Deploy schema, publish content, build citations, monitor AI pickup in real time.

5

Measure & Refine

Review what earned citations. Carry the learnings into the next quarter.

Why TMC Marketing

Built for the AI-Forward Era

Most agencies are still optimizing for 2020 search. We rebuilt our operation around what AI actually makes possible.

AI Is Foundational, Not Bolted On

We did not sprinkle AI on an old workflow. Research, content, strategy, and reporting all run through it, with 100% human oversight on everything a client sees.

100% In-House U.S. Team

AI search models prioritize culturally relevant, high-context content. Our in-house team produces the nuance and expertise that outsourced content cannot match.

SEO + AEO Together

AEO does not replace SEO. It compounds it. We run both in parallel so you rank in traditional search and get cited in AI answers. Every piece of content serves both engines.

Systems, Not Campaigns

The quarterly AEO loop is a compounding system, not a one-off project. Each quarter expands your authority footprint and AI visibility beyond the last.

Common Questions

AEO FAQ

What is Answer Engine Optimization (AEO)?
AEO is the discipline of optimizing your business's presence for AI-powered recommendation engines, including Google AI Overviews, ChatGPT, Perplexity, and Claude. Unlike traditional SEO, which focuses on keyword rankings, AEO builds entity-level authority, structured data, and content clarity so AI systems can confidently reference and recommend your business.
How is AEO different from SEO?
SEO optimizes for search engine rankings using keywords, backlinks, and technical factors. AEO optimizes for AI answer engines that select, summarize, and recommend businesses based on entity authority, content structure, and trust signals. A business can rank well in traditional search and still be invisible to AI tools if its content is not structured for extraction and citation.
Why is my business invisible in AI search results?
AI tools do not evaluate websites the way traditional search engines do. They rely on structured data, entity signals, citation authority, and content clarity. Most businesses lack proper schema markup, have inconsistent business information across platforms, and structure content for human readers rather than AI extractability. All of it is fixable.
How do you measure AI visibility?
We track featured snippets, AI Overview citations, branded search lift, entity recognition across platforms, and AI Share of Voice, which measures the percentage of relevant AI-generated answers that reference your business. Reports arrive monthly covering Google AI Mode, ChatGPT, and Perplexity.
What is a prompt-gap analysis?
A prompt-gap analysis identifies which questions AI platforms are answering about your industry and where your business is absent from those answers. We find the specific prompts where competitors are cited and you are not, then build targeted content and entity signals to close those gaps.
How can I buy AEO from TMC Marketing?
Two ways. As a custom package priced by deliverable, scoped to exactly the schema, entity, and content work your business needs. Or inside a TMC Marketing system: the Growth System includes schema, entity optimization, and quarterly AI visibility audits, and the Command System runs the full AEO program with monthly reporting.
Get Started

Ready to Be Visible Where AI Looks?

The businesses that invest in AI visibility now will own the answers buyers read for years. The ones that wait will wonder why the pipeline dried up. Ask us for a prompt-gap analysis and see exactly where you stand today.

Schedule a Discovery Call