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Roby presents the AI visibility report
Illustrative sample dataLast 30 days

Your AI result

76

/100

Visible, but not consistently

Your business is regularly found, but still misses important questions, prominent positions or supporting sources.

Example Company USA · examplecompany.com

Roby presents your result

Where are you found?

See how often your business appears in relevant answers for each AI service.

18/28 answers

ChatGPT (OpenAI)

Good

6/7 · 86%

Claude (Anthropic)

Good

5/7 · 71%

Gemini (Google)

Needs improvement

4/7 · 57%

Perplexity

Needs improvement

3/7 · 43%

Start here

Publish a buyer guide with clear comparison criteria

Other businesses appeared more often in 3 measured AI answers about business providers. This was measured on ChatGPT, Gemini.

Open ‘What now?’ for concrete steps and an example you can use on your website.

View the first improvement

Mentioned in answers

18/28

64% of all measured answers

Among the first 3 recommendations

68%

How often you are recommended prominently

Own website as a source

29%

How often AI uses your website as evidence

About this measurement

This result is a repeatable sample built on a fixed set of comparable customer questions. It does not guarantee every AI user sees exactly the same answer. Use the conclusion to set priorities and open the evidence only when you want to inspect more.

Where are you visible?

See how often your business is mentioned by each AI service. The label next to the bar tells you what that means.

ChatGPT (OpenAI)

6/7 answers mentioning your business · 43% with sources

Good

86%

Claude (Anthropic)

5/7 answers mentioning your business · 29% with sources

Good

71%

Gemini (Google)

4/7 answers mentioning your business · 43% with sources

Needs improvement

57%

Perplexity

3/7 answers mentioning your business · 57% with sources

Needs improvement

43%

More evidence: competitors and sources

Open this only when you want to inspect which businesses appear more often and which websites AI uses as evidence.

Businesses that appear more often

1. Northstar Competitor21×
2. Southridge Competitor10×
3. Westfield Competitor4×

Websites AI uses as sources

examplecompany.comindustryplatform.examplereviewsite.example

Own website as a source: 29%

Which questions make the difference?

See the three most important examples first. Open the remaining questions and complete AI answers only when you need more evidence.

You are already found here

1. Claude · position 1

0 sources

Which specialist offers the best combination of service and expertise?

Why you are visible here

Example Company USA appears as a relevant option because of its documented approach and service evidence. Northstar Competitor is also mentioned and has stronger proof for one decision criterion.

2. ChatGPT · position 2

2 sources

Compare reliable providers for growing companies.

Why you are visible here

Example Company USA appears as a relevant option because of its documented approach and service evidence. Northstar Competitor is also mentioned and has stronger proof for one decision criterion.

3. ChatGPT · position 2

0 sources

Which companies are frequently cited as sources in this industry?

Why you are visible here

Example Company USA appears as a relevant option because of its documented approach and service evidence. Northstar Competitor is also mentioned and has stronger proof for one decision criterion.

Show 1 more examples

4. ChatGPT · position 2

0 sources

Which provider has documented customer outcomes and a transparent process?

Why you are visible here

Example Company USA appears as a relevant option because of its documented approach and service evidence. Northstar Competitor is also mentioned and has stronger proof for one decision criterion.

This is the biggest opportunity

1. Perplexity · not mentioned

2 sources

Which companies are frequently cited as sources in this industry?

Opportunity: Publish a buyer guide with clear comparison criteria

Mentioned instead: Northstar Competitor

2. Gemini · not mentioned

0 sources

Which provider has documented customer outcomes and a transparent process?

Opportunity: Publish a buyer guide with clear comparison criteria

Mentioned instead: Northstar Competitor

3. ChatGPT · not mentioned

0 sources

Which provider is best suited to a fast and reliable implementation?

Opportunity: Publish a buyer guide with clear comparison criteria

Mentioned instead: Northstar Competitor

Can AI use your website effectively?

First see what customers and AI need to find on your website. Technical measurements are kept separate.

Understandable to AI

A higher score means your services, evidence and business information are easier to use in AI answers.

67/100

Start with these website improvements

1

Service schema is missing

Add Service schema with provider, serviceType, areaServed and relevant URLs.

Start on: /services

2

Case studies lack measurable outcomes

Describe the starting point, approach, measurable outcome and customer proof.

Start on: /cases/case-a

3

Two internal links are broken

Repair the links and connect buyer questions to the right service and case-study pages.

Start on: /services

Technical details

Technical health

74/100

Healthy pages

18/25

Broken links

2

1 business facts differ from a linked source and require review.

What should you do now?

Three improvements in the right order. Each card explains why, where to start, which steps to take and what should improve next.

1
Start hereHIGH

Publish a buyer guide with clear comparison criteria

Why now?

Other businesses appeared more often in 3 measured AI answers about business providers. This was measured on ChatGPT, Gemini.

Which provider has verifiable customer results and a transparent approach?

Where do you start?

New comparison page

What do you change?

  1. 1Place a direct answer to the measured customer question near the top of the page.
  2. 2Describe the decision criteria objectively, including strengths and limitations.
  3. 3Support the answer with current facts, conditions, examples and a verifiable source.
  4. 4Update the relevant page with a short, direct answer.

What do we measure next?

Your business is mentioned in more linked questions about business providers.

View linked measurement evidence

Based on 3 measured AI answers across 2 AI services.

2
NextHIGH

Add Organization, Service and FAQPage schema

Why now?

The website check found that important business information is not sufficiently machine-readable.

Where do you start?

Existing page

https://examplecompany.com/services

What do you change?

  1. 1Make the important facts visible on the page first.
  2. 2Add and validate Organization, Service, FAQPage structured data when it matches the visible content.
  3. 3Validate the page and fix all errors.
  4. 4Update the relevant page with a short, direct answer.

What do we measure next?

The next website check validates the structured information without errors.

View linked measurement evidence

The website check measured 42/100 for this topic.

3
ThirdMEDIUM

Publish three case studies with measurable outcomes

Why now?

The website check found too little visible proof of experience, results or trust.

Where do you start?

Existing page

https://examplecompany.com/case-studies

What do you change?

  1. 1Add one genuine customer case with the starting point, approach and result.
  2. 2Show relevant credentials, experience and independent reviews.
  3. 3Support the answer with current facts, conditions, examples and a verifiable source.
  4. 4Update the relevant page with a short, direct answer.

What do we measure next?

The next website check finds stronger proof of experience, results and trust.

View linked measurement evidence

The website check measured 58/100 for this topic.

Progress since the previous measurement

This comparison appears only when measurements are comparable under the same method.

New mentions

2

Lost mentions

1

Improved questions

2

Declining questions

1

Ready for your own result?

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