[ AI Visibility Intelligence ]

Help customers find your brand in AI answers

AI Visibility Intelligence examines how your brand is described and compared in AI answers to your customers' questions. You receive the observed answers, cited sources, competing brands and priorities for your website and content. Questions, markets and test conditions are documented, so you can see the evidence behind each recommendation.

Assess your brand's visibilitySee what AI reads
[ The decision ]
Which customer questions and content deserve priority for your brand.
[ The deliverable ]
Documented answers, citations and competitors, with an action plan.
[ Who does what ]
I assess the evidence and prepare briefs. Your team creates and publishes the content.

what you receive

  • Initial assessment with documented questions, answers and observation conditions
  • Customer question set organized by intent, language and market
  • Map of cited sources and competing brands appearing in the answers
  • Assessment of how your brand is described and distinguished from alternatives
  • Prioritized recommendations your team can apply to the website and its content

who it's for

Brands strong offline, weak in AI answers

The market knows you, but AI engines cite other names when it matters.

Marketing teams already investing in SEO

You have content and traffic, but do not know how AI systems interpret or cite your website.

Founders and CEOs who want data

You want to know where you stand, who is ahead, and which actions matter first.

Sound familiar? Send me the context and I'll tell you whether starting here makes sense.

Assess your brand's visibility

how we work

  1. 01

    Question map

    I build decision questions by intent: discovery, comparison, vendor selection, problems, alternatives, and objections.

  2. 02

    Multi-engine measurement

    I query AI engines and collect citation, position, sentiment, source, and competitor patterns.

  3. 03

    Source analysis

    I examine the sources cited in support of the answers: brand pages, media, directories, reviews, forums and third-party content.

  4. 04

    Brand clarity and credibility

    I show where the brand appears unclear, insufficiently supported, or inconsistent compared with competitors and the sources shaping the answers.

  5. 05

    Operating priorities

    I deliver briefs ranked by impact: source content, schema, entities, citable pages, and external sources.

The five-stage system behind this service, explained in full. See the GEO loop

how it starts

[ First step required ]

We start with your brand, offer, audience and competitors. We agree the customer questions, markets and AI engines to examine. You receive the complete question set as a reference for the assessment and any later comparisons.

[ after the baseline ]

After the initial assessment, you can add AI Visibility Monitor as a separate recurring engagement. It records new observations every 90 days using the same question set and documented protocol.

AI Visibility Monitor

[ advertising on ChatGPT ]

Want to test the paid channel without confusing it with organic citations? The ChatGPT Ads pilot uses separate measures and decisions.

Explore ChatGPT Ads Pilot

scope and boundaries

  • The assessment documents observed answers without guaranteeing appearances, citations or positions in AI engines.
  • You receive evidence for individual questions, sources and competitors, not just a summary score.
  • I deliver content recommendations and briefs; editorial production stays with your team or supplier.
  • Link building and purchased mentions are not included.

[ the next step ]

First, apply the priorities to your website and content. If updates and checks become recurring work, we can assess a dedicated workflow. That calls for a defined process, not necessarily another tool.

Integrate AI into business processes

related reading

Want to know where to start?

Send context, website, and objective. I'll reply with the most sensible first step.

Assess your brand's visibility