LLM Visibility & Brand Mentions in AI Answers

What's included

Everything in your llm visibility engagement.

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Brand Description Audit

We ask the major assistants who you are and what you do, then record what they get right, what they get wrong, and what they leave out.

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Entity Consistency

Name, description, address, founders, and profiles aligned across your site and every directory a model might learn from.

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Source Mapping

We identify which third-party pages the assistants actually lean on in your category, so outreach targets sites that matter.

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Misinformation Fixes

Where an assistant repeats outdated or wrong information, we trace it to the likely source and correct it there.

How it runs

Our llm visibility process.

Meet the team →

01

Ask the models

A fixed question set about your brand, your category, and your competitors, run on each assistant.

02

Trace the sources

Find the pages and profiles those answers appear to draw from.

03

Correct and reinforce

Fix inaccuracies at the source and add clear, consistent, verifiable statements about who you are.

04

Re-test

Re-run the same questions on a schedule and report changes plainly.

Works well with

Capabilities that compound together.

All services →

Local SEO

Dominate the Google Map Pack and local search results with our intent-focused Local SEO services. Drive foot traffic and local leads.

📍 Explore service

On-Page SEO

Optimize the foundation of your website. We map user intent to content, fix metadata, and engineer your internal architecture to dominate search.

📄 Explore service

Off-Page SEO & Digital PR

Earn high-authority backlinks and brand mentions. We execute aggressive, white-hat link building campaigns to skyrocket your domain authority.

🔗 Explore service

Technical SEO

Fix the code holding you back. We optimize site speed, fix indexing errors, and structure your data so search engines can crawl your site effortlessly.

⚙️ Explore service

Generative Engine Optimization (GEO)

Get cited as the source AI trusts. We optimize your brand's authority and data so ChatGPT, Google AI Overviews, Claude, and Perplexity cite you by name.

🧠 Explore service

Does the Model Know You Exist?

Ask an assistant about your company. The answer is often thin, outdated, or confidently wrong. Smaller businesses are especially exposed: if the web says little about you, or says it inconsistently, a model has little to work with.

LLM visibility work is about giving it something accurate and consistent to find.

What Moves the Needle

Say the same thing everywhere. One business name, one description, one address, one set of profile links. Conflicting details make it harder for any system to be confident about you.
Be described by others. Models, and the search products built on them, give weight to what independent sources say. Genuine directory profiles, reviews, and editorial mentions matter more than anything you publish about yourself.
Make your own pages easy to quote. Clear definitions, plain statements of what you do and where, and structured data that matches the visible page.
Stay crawlable. If AI crawlers are blocked, the product cannot read you no matter how good the page is.

What We Will Not Do

We will not write fake "best agencies" lists on throwaway blogs, buy mentions in link networks, or promise that a model will name you. Research on AI citations in professional services has found that third-party sources account for most citations, and that brands citing their own "best of" lists are often still left out of the recommendation. Self-promotion does not reliably work, and it can damage trust with the people you are trying to reach.

Start with a free audit, or read how this connects to AI search optimization and GEO.

Keep exploring

LLM Visibility across our service areas.

From the journal

LLM Visibility, answered.

Still unsure? Ask us directly. You'll get a straight answer, not a sales call.

What is LLM visibility?

LLM visibility is how often, and how accurately, large language models such as ChatGPT, Gemini, Claude and Perplexity mention your brand when users ask relevant questions. It covers whether you are named at all, what is said about you, and which sources support it.

Can you edit what ChatGPT says about my business?

Not directly. Nobody outside the model provider can edit a model's output. What we can do is correct and strengthen the public sources these systems retrieve from, which is the only lever available and the one that works when the product is searching the live web.

How is this different from GEO?

GEO is the broader program of earning citations in generated answers. LLM visibility is the brand-level slice of it: accuracy, consistency, and mentions. We treat it as part of AI search optimization rather than as a separate retainer.

How do you measure it?

By running the same set of prompts on a regular schedule and recording whether you are mentioned, whether you are cited, and how you are described. Results vary run to run, so we look at trends across many prompts rather than a single screenshot.

Ready when you are

Let's put llm visibility to work.

Send us your domain and target market. You'll get a prioritized plan back: the issues costing you rankings today and what we'd fix first.

Get your free audit How we work

LLM Visibility

LLM Visibility that earns rankings, not just reports.