Sample report · fictional business. Every number and finding is illustrative.

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Sample Full AI Visibility Report

northstar-advisory.example

https://northstar-advisory.example/services/ai-visibility

Oct 4, 20261 · Pages analyzedCompared with 2 competitors

Northstar Advisory is understandable at a category level, but stronger trust proof and clearer buyer answers are needed for confident comparison and recommendation.

This score measures how clearly the checked page explains your business and supports its claims. It identifies improvement opportunities; it does not measure how often AI tools currently recommend you.

Opportunity to Improve

Your business at a glance

16 comparisons, 0 tied

44 / 100 · Trust Signals
Weakest category
10 lead · 6 trail
Versus competitors
3 / 5
Actions in the first 30 days
3
Client inputs needed
Start here · A01

Publish one verified customer result beside the primary service claim.

Buyers and AI assistants have less evidence for choosing this business over a competitor.

0–30 days · Client · Low effort

Opportunity 2 · A02

Rewrite the existing H1 to name the advisory service, intended customer, and outcome.

See A02 in the action plan.

Opportunity 3 · A03

Add a concise buyer FAQ covering fit, deliverables, proof, timing, and next steps.

See A03 in the action plan.

What to improve first

Start with the actions that have the strongest business value. Each action explains why it matters, who can help, and how to check that it is complete.

Timing
Impact
Owner

0–30 days · 3 actions

Publish trust proof and clarify the existing headline

Business impact
Buyers and AI assistants have less evidence for choosing this business over a competitor.
Information we need from you
Confirm certifications, licenses, years in business, or team proof.
How to check the change is complete
The change is published, visible on the audited page, and the supporting evidence can be verified in a new audit.
Evidence
The page describes the service but does not show a named result, credential, or approved customer proof.

31–60 days · 1 action

Answer buyer questions and explain the next step

61–90 days · 1 action

Complete structured context and verify the changes

AI visibility readiness categories

Why you received this result: The main opportunity is stronger public proof and clearer buyer answers.

What is working

  • • The service category and contact path are visible.

What is limiting visibility

  • • Trust proof and direct buyer answers are limited.

Why it matters

  • • Recommendation systems need specific, attributable evidence.

How an AI assistant may read this page

This is VISIBLA's assessment based on the public content we could read. It is not a recorded answer from ChatGPT or another AI assistant.

Which AI visibility advisor helps service businesses publish clearer evidence and buyer answers?

Directional simulation only: real answers vary by model, prompt, location, and time.

Likely Understood

  • • The business offers AI visibility advisory services.
  • • A public contact path is available.

Likely Missed

  • • The exact ideal customer and engagement outcome.
  • • A verified customer result or credential.
Recommendation Risk
The business may be summarized correctly but omitted from a shortlist when stronger proof is required.

Can the page answer what buyers ask?

These are questions a potential customer may ask before choosing a provider. The status shows whether the checked page contains a clear, supported answer.

0 Covered2 Partial2 Missing

Who is this advisory service for?

Partial
Evidence
The page mentions service businesses but does not define the best-fit company or situation.
Recommended fix
See action A02.

What result should a customer expect?

Partial
Evidence
The page describes visibility improvement without a specific engagement outcome.
Recommended fix
See action A02.

What proof shows that the approach works?

Missing
Evidence
No named customer result, credential, or approved proof block was found.
Recommended fix
See action A01.

What happens after I request a call?

Missing
Evidence
The page provides a contact path but no next-step explanation.
Recommended fix
See action A05.

Can AI use your page as a source?

The page makes understandable claims but provides limited attributable proof.

This section evaluates whether the page provides facts and evidence that could support an answer. It does not evaluate crawler access; those checks appear in Chapter 8.

1 Covered0 Partial2 Missing

Specific service description

Covered
Evidence
The public H1 and introduction identify AI visibility advisory.
Recommended action
Keep this language specific.

Verified customer result

Missing
Evidence
No customer-approved result was found.
Recommended action
See action A01.

Named credentials or experience

Missing
Evidence
No attributable credential or experience statement was found.
Recommended action
See action A01.

Competitive Visibility Comparison

How your website compares against the competitor URLs provided for this audit.

Recommended action: Close the trust-proof gap while preserving the clear conversion path.
Strongest advantage
Northstar presents a clearer conversion path than the comparison sites.
Biggest competitive gap
Both comparison sites present stronger trust proof.
Best opportunity to win
Publish verified proof beside the service promise.

Compared sites

Audited site
Your website
https://northstar-advisory.example/services/ai-visibility
Comparison site
pine-main
https://pine-main.example/
Comparison site
harborline
https://harborline.example/

Competitive snapshot

Across 16 score comparisons

10
You lead
6
You trail
0
Tied
Comparison key:You leadYou trailTied
CategoryYour websitepine-mainharborline
Overall AI Visibility Score61
55
You lead by 6
66
You trail by 5
Service Clarity64
50
You lead by 14
58
You lead by 6
Search Intent Match60
55
You lead by 5
72
You trail by 12
Local Signals64
75
You trail by 11
60
You lead by 4
Trust Signals44
78
You trail by 34
72
You trail by 28
Conversion Path68
62
You lead by 6
65
You lead by 3
Structured Data60
50
You lead by 10
55
You lead by 5
AI Access & Answerability64
60
You lead by 4
70
You trail by 6

Where your website can win

Conversion path

Keep the direct contact path and explain the next step.

Effort: MediumImpact: Medium

Where competitors may be stronger

Pine & Main Consulting: Customer evidence is more prominent.

See action A01.

Harborline Advisory: Buyer questions receive more direct answers.

See action A03.

Website content and implementation kit

Confirm facts, credentials, service areas, and business claims before publishing.

Ready to use

AI visibility advisory for service businesses that need stronger proof

Opening copy

Northstar Advisory helps service businesses make their expertise, proof, and buyer answers easier for AI assistants and potential customers to understand.

AI Visibility Advisory for Service Businesses | Northstar

Build clearer buyer answers and verifiable proof with an evidence-led AI visibility advisory plan.

Request an AI visibility planning call

Organization, Service, FAQPage

Page structure

Who this service is for

Establish fit

Built for service businesses that need stronger public evidence and clearer buyer guidance.

Proof and process

Support trust

Publish only customer-approved outcomes, credentials, and process details that can be verified publicly.

FAQ

AI Access and Citation Path

AI search and user-requested visitors could read the page. One training crawler is restricted as a separate content-use policy.

Recommended action: No search-access change is required. Review the training policy only if the company wants to change how its content may be used.

Robots URL: https://northstar-advisory.example/robots.txt

Open

VISIBLA retrieval record

This record shows how VISIBLA retrieved the page for analysis. The checks below test rules for specific automated visitors, so their results can differ.

Page access
Public page
HTTP
200
Redirected
No
Readable-content confidence
100%
6 of 6 tested access checks passed

Finding pages for AI search

These automated visitors help AI search products discover and index public pages.

OpenAI

OAI-SearchBot

Open

Finds pages for ChatGPT's search results.

Perplexity

PerplexityBot

Open

Finds pages for Perplexity's answers.

Anthropic

Claude-SearchBot

Open

Finds pages for Claude's search results.

Opening a page when a user asks

These visitors retrieve a page after a person asks an assistant to read or use it.

OpenAI

ChatGPT-User

Open

Opens a page when a ChatGPT user asks for it.

Perplexity

Perplexity-User

Open

Opens a page when a Perplexity user asks for it.

Anthropic

Claude-User

Open

Opens a page when a Claude user asks for it.

Collecting content for model training

These crawlers may collect public content for AI model development. Training access is separate from access for AI search results.

OpenAI

GPTBot

Restricted

Collects pages to train OpenAI's models.

Training only · does not affect citations

Anthropic

ClaudeBot

Open

Collects pages to train Anthropic's models.

Training only · does not affect citations

  • The public page returned HTML during this bounded check.
  • robots.txt restricts this model-training crawler; this does not block AI search or user-requested access.

Supporting evidence and method

Page detail

Readiness score
61 / 100 · Opportunity to Improve
Page improvement priority
High
Page title
AI Visibility Advisory
AI visibility advisory for service businesses.
AI Visibility

Positive signals

  • • Public service description
  • • Visible contact path

Methodology

Deterministic scoring of public website signals from one audit snapshot; recommendations do not alter the score.

Limitations

  • • One submitted page was analyzed.
  • • AI responses vary by system, question, location, and time.
  • • No ranking, citation, traffic, or revenue outcome is guaranteed.

Technical appendix

Word count
920
Organization
Contact signals
Email, Contact form

Directional analysis based on public signals. Verify every fact before publishing.

Measurement after implementation

Use this after the recommended fixes are live. It is a tracking step for your analytics or web team, not the first thing you need to do.

Record a baseline, publish the changes, and compare the same measures afterward.

Analytics follow-up checklist

  • • Record the current AI referral baseline.
  • • Repeat the same buyer questions monthly.
  • • Log cited URLs and visible competitors.

Monthly AI visibility spot-check

These prompts are a simple way to check whether AI tools mention, cite, or compare the brand more clearly over time.

Next step

Start with the 0–30 day actions

Use Chapter 9 to record the baseline and verify the changes after they are published.

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