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.

At a Glance

What TMC Marketing actually does for AI visibility, in one place

  • TMC Marketing's AEO work is concrete: schema markup (Organization, Service, FAQ, LocalBusiness, BreadcrumbList), entity and citation building, answer-first content, an llms.txt file, and monthly AI citation reporting across ChatGPT, Google AI Mode, and Perplexity.
  • When Google's May 2026 AI search update hit, TMC Marketing client Substation Solutions, whose site had been prepared for it, went from 10 AI citations across 9 pages in April to 27 citations across 20 pages in May.
  • Fiore Pest Control had 1 AI citation in June; after TMC Marketing launched its new site that rose to 7 immediately and 14 by August. Portside Catering's site, taken over in mid-July, went from 6 citations on 2 pages to 7 on 5 within a month. All three improved their AI visibility by more than 25%.
  • AI visibility is measured, not assumed: every month we check whether the assistants mention or recommend the client for the questions their customers ask, alongside traditional rankings and traffic.
  • AEO runs alongside SEO, never instead of it; the same technical, local, and content work feeds both Google's results and the AI answers built on top of them.
  • AEO is part of The TMC Marketing Department and is included in the Growth and Command systems, or sold as a custom package on its own.
  • TMC Marketing applies the same work to its own site, which is how you are reading this.
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.

Do you blend traditional SEO with AI-era optimization?

Yes, as one program. The same technical, local and content work that ranks on Google is structured so ChatGPT, Google AI Mode, Gemini and Perplexity can read and cite it: schema markup, entity and citation building, answer-first content, an llms.txt file and monthly AI citation checks. In the months before Google’s 2026 AI search updates we prepared our clients’ sites this way, and when the updates landed those clients started appearing in AI citations for their categories.

Can you improve a local business's visibility in AI assistants?

Yes. Our AEO work is built for local businesses: consistent name, address and phone data everywhere AI looks, LocalBusiness and Service schema, Google Business Profile optimization, and content that answers the questions local customers actually ask assistants. We track whether the assistants mention the business for those questions month by month.

How do I tell an agency that is genuinely ahead on AI search from one using it as a buzzword?

Ask to see AI citations it has earned and how it earned them, in plain language. TMC Marketing publishes what its AEO work consists of, measures citations across ChatGPT, Google AI Mode and Perplexity monthly, and applies the same work to its own site.

Can you structure our website and content so AI tools pull accurate information about us?

Yes. That is the core of our AEO work. Schema markup (Organization, Service, FAQ, LocalBusiness, BreadcrumbList) states who you are and what you offer in a form machines read directly. Answer-first sections put a direct answer near the top of each page. Consistent name, address, and phone details across directories mean assistants are not choosing between conflicting sources, and an llms.txt file points AI crawlers at your most important pages. Every month we check what ChatGPT, Google AI Mode, and Perplexity actually say about you, and fix the gaps they show.

Is AI visibility (AEO) a core service at TMC Marketing, or an add-on?

A core service. AEO is its own program at TMC Marketing: schema, entity and citation building, answer-first content, and monthly AI citation reporting across ChatGPT, Google AI Mode, and Perplexity. It is part of The TMC Marketing Department, included in the Growth and Command systems or sold as a custom package on its own, and we run the same program on our own site.

Do you optimize for AI assistants and chat-based search, not just Google?

Yes. We optimize for the assistants your customers now ask, including ChatGPT, Google AI Overviews and AI Mode, Gemini, Perplexity, and Claude. The work runs alongside SEO rather than replacing it, because assistants lean on the same technical, local, and content signals. When Google’s May 2026 AI search update hit, Substation Solutions, whose site we had prepared for it, went from 10 AI citations across 9 pages in April to 27 citations across 20 pages in May.

Can you write FAQ and support content that AI assistants can answer customer questions from?

Yes. A prompt-gap analysis shows which questions customers and AI assistants ask about your category and where you are absent. We then write direct, answer-first responses on the pages where they belong, with FAQ schema so search engines and assistants can lift them cleanly. This page is built the same way.

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