LLM Mentions

Make your expertise easier to discover in AI search.

Bring clarity and credibility to the information people and AI systems can find about your business.

Start With Clarity

01 / Understand my problem

Your customers have new places to ask questions.

People may research a business through an AI answer before visiting a website. If your expertise is unclear, inconsistent, or difficult to verify, that research may leave your business out of the conversation.

You can miss an early opportunity to be considered, even when you have a relevant answer.

02 / Show me what's possible

Strengthen the information behind the answer.

Build clear, useful content and a consistent business presence. Observe how your business is represented across a defined set of relevant questions, while recognizing that AI responses vary.

What the work can include

01

ChatGPT and Claude

Review relevant business questions and improve the public information that supports accurate understanding.

02

Google AI Overviews and Gemini

Connect useful content, accessible pages, and clear business information to the underlying search experience.

03

Meta AI and Perplexity

Observe mentions and source references where available, and identify gaps in how the business is described.

04

Content and credibility

Explain your services precisely and support claims with real expertise and evidence.

A clearer view of progress

What we would measure.

Agree on a baseline and useful goals before the work begins.

  • Accuracy of observed business descriptions
  • Mentions and citations across a documented question set
  • Qualified visits from identifiable AI referrals

03 / Give me confidence

A clear approach.
Work you can evaluate.

A useful visibility record includes the question, platform, date, answer, and cited sources where shown. Mentions are observations, not permanent rankings or guaranteed recommendations.

The starting point is your business, your current situation, and the outcome you need. That context shapes the scope.

  1. 01

    Understand the starting point

    Document the questions, platforms, and baseline observations.

  2. 02

    Connect the work

    Improve the clarity, accessibility, and support behind the content.

  3. 03

    Review what changed

    Repeat observations and review referral data where available.

Your next step

Let's find the right place to start.

Tell us what is getting in the way and what you want to improve. Start With Clarity helps us understand your business before deciding what comes next.

Start With Clarity