LLM Brand Visibility Audit

Discover what AI says about your brand

LLM Brand Visibility Audit

Discover what AI says about your brand

See your brand the way AI sees it.

AI platforms like ChatGPT, Gemini and Claude are already summarizing and describing your brand every day. What they say depends on what they can find—and how clearly they can understand it.

AI can only quote what it understands. If your content isn’t structured for AI comprehension, LLMs fill the blanks with competitor data.

The audit uncovers how major AI platforms understand your brand—and pinpoints exactly where to improve visibility, accuracy, and control of your AI narrative.

Why It Matters

Buyers now ask AI platforms like ChatGPT and Gemini for information long before they visit your website. If these systems can’t find or cite your content, your brand becomes invisible in the AI-generated answers shaping their first impression.

The audit benchmarks your brand’s visibility, sentiment, and share of AI voice, highlighting:

  • Where your brand appears across major LLMs.
  • How AI interprets your tone, strengths, and weaknesses.
  • How sentiment aligns with your brand pillars.
  • What public discussions and reviews teach AI about your brand.

The LLM Brand Visibility Audit shows what AI needs to find and quote your content. The real question is whether your brand makes it into the AI consideration set.

Example: ToTheWeb Audit Outcome

When we asked AI platforms, “What does ToTheWeb do?” the answers were vague and incomplete. After adding a structured sitewide FAQ with schema, AI platforms updated their responses in a week.

One week. One FAQ. The AI narrative changed.

That’s the power of AI-readable content.

What You'll Receive

1. LLM Visibility Audit Report

A comprehensive analysis showing how major AI platforms describe and interpret your brand, products, and competitors.

You’ll see:

  • Where your brand appears—and where it doesn’t—across major AI platforms.
  • How AI interprets your tone, sentiment, and brand attributes.
  • Which competitors dominate visibility and positive mentions.
  • How your messaging aligns (or conflicts) with your brand pillars and purchase criteria.
  • What topics, sources, and forums most influence AI’s understanding of your brand.

Output: A data-backed report showing visibility gaps, competitive risks, and priority areas to improve your brand’s AI presence.

2. Sitewide FAQ Page

We build your Sitewide FAQ from the audit results, turning real buyer and AI questions into clear, credible answers in your voice.

You’ll get:

  • A list of the top questions surfaced in the audit — the ones that matter most to buyers and AI.
  • Clear, confident answers written in your brand tone.
  • Schema markup guidance to help AI understand and attribute your content.
  • Page placement recommendations so AI platforms can easily find and quote your answers.

Once live, your Sitewide FAQ becomes the go-to source AI platforms rely on—making sure your brand, not your competitors, owns the answer.

Ready for a discovery call?

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Pricing

Choose the tier that fits your goals.

Pilot – $7,500 USD

Diagnostic only. Includes the LLM Visibility Audit Report with visibility baseline and competitive insights.

Enterprise – $12–14K USD

Includes a customized improvement plan with deeper analysis, competitive benchmarking, and clear next-step priorities.

FAQs

Ready to See How AI Sees you?

Your buyers are already asking AI about your brand. Make sure the answers are accurate — and yours.

Request Your AI Visibility Audit