A buyer asks AI:
“What are the best cybersecurity platforms for midsize businesses?”
Illustrative Buyer Scenario
What could a visibility gap look like?
A buyer can use AI to build an early vendor shortlist without first searching for a specific brand.
AI answer
✓ Competitor A
✓ Competitor B
✓ Competitor C
Your company
Not mentioned.
Possible commercial implication
If this pattern appears consistently in relevant buyer research, your company may be less likely to enter the buyer’s initial comparison set.
This is an illustrative example. The Snapshot tests your company against a defined set of buyer-style prompts to determine what the assessment actually shows.
Common Gaps We Assess
What could the Snapshot uncover?
These are examples of issues the Snapshot is designed to test for. Your assessment only includes findings supported by the evidence reviewed.
Understood But Not Surfaced
AI may describe the company correctly in branded questions but fail to surface it in relevant category or comparison prompts.
Competitors Appear Instead
Competitors enter relevant comparison prompts while the company does not.
Wrong Category
AI associates the company with an outdated, incomplete, or incorrect market category.
Differentiation Is Missing
Important reasons to choose the company are absent from AI responses.
Evidence Gaps
Public information may be incomplete or inconsistent, making accurate and confident AI answers harder to support.
See What You’ll Receive
The assessment turns AI responses into clear business findings.
See the prompts tested, AI responses observed, competitor observations, documented gaps, prioritized recommendations, and executive summary — all human-reviewed before delivery.
Illustrative Examples
These examples show the type of observation an assessment can contain. Actual findings depend on the company, prompts, platforms, and evidence reviewed.
01. Cover
Executive AI Visibility Assessment™
04. Executive Summary
Score, strengths, risks and opportunities
15. AI Visibility Maturity Model™
Current and target visibility position
19. Methodology & Evidence
Assessment principles, sources and evidence structure
Click any page to view it at full size. The remaining assessment pages, detailed findings, recommendations, and implementation guidance are included in the full assessment.
See what the assessment shows about your company, where meaningful gaps may exist, and what deserves attention first.
The Problem
Your company may be clear to you — but not to AI.
AI tools can shape how buyers understand your company before they visit your website. If AI gets your category, audience, or positioning wrong, buyers may see the wrong picture.
What AI Visibility means
AI Visibility is how your company is found, understood, compared, and potentially recommended when buyers use AI to research solutions.
1. AI may not understand what you sell
Your website may be clear to people but still leave AI with an incomplete view of your offer.
2. AI may not understand who you are for
Your target market, use case, or category may be too broad, inconsistent, or hard to verify.
3. Competitors may appear instead
When buyers ask AI for options, other companies may be easier to identify, compare, or trust.
AI In Buyer Research
AI is becoming part of how buyers research markets and vendors.
The practical question is not whether every buyer uses AI. It is whether your company is represented clearly when relevant AI-assisted research happens.
Why The Snapshot Exists
Many companies do not have a clear view of how selected AI platforms currently represent them during category and vendor research.
- Do we appear for relevant non-branded buyer questions?
- Does AI understand our category, audience, and offer?
- Which competitors appear in the same research?
- Are important differentiators missing or unclear?
- Is there enough public evidence to support accurate answers?
The $595 Snapshot is a focused way to assess these questions before deciding whether deeper analysis or implementation is warranted.
A Simple First Step
Start with a focused AI Visibility Snapshot.
The Snapshot is designed to show what selected AI platforms currently surface and say about your company before you decide whether deeper analysis is needed.
See how selected AI platforms describe your company, which competitors appear, and where meaningful visibility or positioning gaps may exist.
- 2 AI platforms
- 5–7 buyer-style questions
- 3–5 documented, human-reviewed findings
- 3 prioritized recommendations
- Concise findings report
Why Companies Start With The Snapshot
- Fixed cost
- Fast delivery
- Human-reviewed
- No subscription
- Clear next steps
AI Visibility Snapshot
$595
One-time · Human-reviewed · Fixed scope · Delivered in 5–10 days · No subscription
Get My AI Visibility Snapshot →Why One Prompt Is Not Enough
A single AI answer can be interesting. It is not an assessment.
AI responses can vary by prompt wording, platform, context, and timing. The Snapshot uses a defined set of buyer-style prompts and human review to look for patterns rather than drawing conclusions from one answer.
A focused assessment looks across multiple signals
- Whether your company appears in relevant non-branded prompts
- How consistently AI describes your category, audience, and offer
- Which competitors appear in the same research
- Whether important differentiators are present or missing
- Whether public evidence supports the way your company is represented
The goal is not to predict or guarantee future AI behavior. It is to document what the selected assessment shows today and identify what deserves attention first.
What Visibility Gaps Can Affect
Three ways unclear AI representation can affect buyer research.
The issue is not only how your company is described. Relevant gaps can also affect whether you appear in the right research, comparisons, and consideration.
Missing From Relevant Shortlists
Your company may not appear when buyers ask AI for suitable vendors or solution providers.
Wrong Category or Comparison
AI may place your company in the wrong category or compare it with businesses that are not your true alternatives.
Weaker Buyer Consideration
If your positioning or differentiators are unclear, buyers may have less reason to include your company in further research.
Before / After AI Understanding
See what clearer positioning can change.
A company can be visible online and still be described too broadly. Clearer positioning helps both buyers and AI understand what the company does, who it serves, and why it is relevant.
Before
“ABC Consulting provides innovative business solutions for growing organizations.”
The description is broad and gives little information about the company’s market, expertise, or business value.
After Clearer Positioning
“ABC Consulting helps manufacturing companies reduce logistics costs through supply chain optimization and procurement strategy.”
The description clearly explains the customer, problem, expertise, and business outcome.
Illustrative example only. The audit identifies company-specific clarity, positioning, trust, and visibility gaps.
How It Works
We find what is unclear and show you what to fix.
We review your website, company information, digital presence, and trust signals. Then we show you what is working, what is missing, and what should be improved.
We Review Your Company
We check how clearly your company, services, and market position are presented online.
The goal is to see what AI can understand today.
We Find the Gaps
We identify unclear messages, missing information, weak structure, and trust problems.
These gaps can make your company harder to find and recommend.
We Set Priorities
We show which changes matter most and what should be fixed first.
You get a clear order instead of a long list of random changes.
We Give You a Plan
You receive a practical roadmap for improving clarity, trust, and AI visibility.
The plan is written in simple business language.
Together, these steps help make your company easier for AI to find, understand, trust, and recommend.
Our Review Process
A clear method for understanding how AI sees your company.
We review AI responses alongside your website and relevant public sources, including company mentions, reviews, and third-party references where available.
AI Responses
How selected AI platforms describe, categorize, and compare your company.
Website
How clearly your website explains your company, services, and positioning.
Public Sources
Relevant company mentions, reviews, and third-party references where available.
Company Understanding
Can AI clearly identify what your company does?
Service Understanding
Can AI understand your main services and who they are for?
Category Positioning
Is your company placed in the right market and service category?
Trust Indicators
Can AI find clear proof that your company is credible?
Authority Signals
Does your digital presence support your expertise and experience?
Competitive Differentiation
Can AI understand what makes your company different from competitors?
Multi-Platform ReviewSelected leading AI platforms
Structured MethodologyConsistent review across key visibility areas
Human ValidationFindings reviewed before delivery
Evidence-Backed FindingsRecommendations tied to observable signals
These findings are organized into an Executive AI Visibility Assessment with prioritized recommendations and an implementation roadmap.
Why Zero Eight Systems
Human-reviewed analysis built for business decisions.
We combine structured AI testing with human review so you get clear findings, practical priorities, and transparent limitations — not just another dashboard.
Business Perspective
We look at what AI tells a potential buyer about your company, not only whether your pages appear.
Structured Review
The same core areas are reviewed across company understanding, positioning, trust, authority, and differentiation.
Human-Reviewed Findings
Findings and recommendations are reviewed before delivery for clarity, relevance, and practical next steps.
Fixed ScopeYou know what is included before the work starts.
Clear Delivery WindowDefined delivery time for each assessment.
No Subscription RequiredStart with a one-time project.
Transparent LimitationsWe do not claim to know a model’s hidden reasoning.
About Zero Eight Systems
A practical B2B view of AI Visibility.
Zero Eight Systems is built around a simple question: how clearly can AI understand a company before the buyer speaks with sales?
Anders Nielsen · Founder & Advisor
Anders brings a background in B2B sales, business development, and complex technical and commercial environments. His work in AI Visibility is practical and business-focused: understand what AI sees, identify the gaps, and decide what to improve first.
What you can expect
- A defined scope before the work starts
- Human review before recommendations are delivered
- Clear findings written for business decision-makers
- No claims about hidden model reasoning or guaranteed recommendations
Who This Audit Is For
Best fit for companies where clear positioning and digital trust matter.
The audit is designed for companies that need AI platforms to understand their services, expertise, category, and market position more clearly.
B2B SaaS Companies
Companies that need AI to understand their product, use cases, target buyers, and category clearly.
Cybersecurity Companies
Businesses operating in crowded categories where trust, differentiation, and accurate positioning are critical.
IT Services Firms
Firms with complex services that need clearer digital explanations of what they do and who they help.
Technology Consultancies
Consultancies that depend on expertise, authority, and clear differentiation during buyer research.
Professional Services Firms
Companies that need their expertise, services, and market position represented accurately across AI-assisted research.
Companies Repositioning or Entering New Markets
Businesses changing their offer, category, audience, or market and needing AI systems to understand that change.
Leadership Visibility
Questions your team should be able to answer.
The Snapshot is designed to give leadership a clearer view of how the company is currently represented in selected AI-assisted buyer research.
Are We Showing Up?
Do we appear for relevant non-branded category and vendor questions?
Are We Described Correctly?
Does AI understand what we do, who we serve, and where we fit?
Which Competitors Appear?
Which companies are surfaced alongside, or instead of, us in the tested prompts?
Are Our Differentiators Visible?
Do AI answers reflect the reasons a buyer should understand our company as distinct?
Choose Your Starting Point
Start focused. Go deeper when you need to.
Most companies start with the Snapshot. If the first assessment identifies broader gaps, the Full Audit provides deeper analysis and a prioritized implementation roadmap. Neither service guarantees future mentions, rankings, citations, inclusion, or recommendations on third-party AI platforms.
Simple First Step
Snapshot
AI Visibility Snapshot
Focused assessment
$595one-time
A focused first assessment of how selected AI platforms currently surface and describe your company.
You Get
- 2 AI platforms
- 5–7 buyer-style prompts
- Category and positioning review
- Competitor observations
- 3–5 documented, human-reviewed findings
- 3 prioritized recommendations
- Concise findings report
Best for: “What does a focused first assessment show, and are there meaningful gaps to investigate?”
Delivered in 5–10 days · No subscription
Get My AI Visibility Snapshot →Full Audit
AI Visibility Audit
Includes Executive Assessment and Strategic Roadmap
$1,250fixed-scope
A deeper review of positioning, trust, authority, competitive differentiation, and what to improve next.
Deliverables
- Review of how AI understands your company
- Website and message review
- Trust and company information check
- Executive AI Visibility Assessment with prioritized recommendations and implementation roadmap
- Prioritized next steps
Best for: companies ready for deeper analysis and an implementation roadmap.
Human-reviewed · Fixed scope · Delivered in 7–10 business days · No subscription
Clear deliverables, executive-level recommendations, and a practical implementation roadmap.
Human-Reviewed Findings
Every assessment includes documented findings, supporting observations, and prioritized recommendations that are manually reviewed before delivery. We stand behind the quality and integrity of our review process and deliverables, but we do not guarantee future rankings, mentions, citations, inclusion, or recommendations by third-party AI platforms.
Implementation
AI Visibility System
From$5,000per project
We implement the most important improvements identified in your AI Visibility Audit.
Deliverables
- Messaging and positioning updates
- Website structure improvements
- Company and service clarity
- Trust and authority signal improvements
- Structured data improvements
- AI visibility optimization plan
Scope and pricing are confirmed after the assessment, based on the findings, priorities, and work required. Implementation is separately scoped and invoiced; it is not purchased by card.
Partnership
AI Authority Retainer
From$2,500per month
Ongoing support to improve and maintain your AI visibility over time.
Focus
- AI visibility monitoring
- Competitor tracking
- Trust and authority improvements
- Ongoing strategic support
Available after assessment and implementation where appropriate. Ongoing support is separately scoped and invoiced.
What We Can — and Cannot — Promise
We analyze, identify, prioritize, and recommend changes designed to improve the signals, clarity, evidence, and positioning that can support stronger AI discovery, understanding, comparison, and recommendation. Because AI platforms are independent and continuously changing, future rankings, mentions, citations, inclusion, or recommendations cannot be guaranteed.
What Happens Next?
A simple four-step process.
From platform selection to your final assessment, each step is clear and easy to follow.
Select Your AI Platforms
Choose up to three platforms for the audit.
Submit Your Company Information
Send your website, main services, target market, and any competitors you want included.
We Conduct the Review
We assess how the selected AI platforms understand and present your company.
Receive Your Audit and Roadmap
Your Executive AI Visibility Assessment and implementation roadmap are delivered within 7–10 business days after project kickoff.
Frequently Asked Questions
Clear answers before you begin.
Learn what the audit covers, what you receive, and what happens after the review.
What is AI Visibility?
AI Visibility refers to how easily AI platforms can find, understand, and accurately describe your company.
Which AI platforms do you review?
We review up to three platforms selected from ChatGPT, Google Gemini, Microsoft Copilot, Google AI Search, and Perplexity.
What do I receive?
You receive a clear, human-reviewed assessment showing how AI understands your company, what information may be missing or unclear, and what improvements should be prioritized first.
How is AI Visibility different from SEO?
SEO focuses mainly on visibility in search engines. AI Visibility focuses on whether AI platforms can find, understand, describe, compare, and potentially include your company in relevant answers. The two areas can support each other, but they are not the same.
What does a typical audit uncover?
Common findings include unclear company positioning, inconsistent service descriptions, weak trust signals, missing authority signals, category confusion, and gaps that make the company harder for AI systems to understand or differentiate.
What can we implement ourselves?
Many recommendations can be implemented internally. The assessment prioritizes what to change, why it matters, and where it should be addressed. Companies that want support can also continue with implementation through the AI Visibility System service.
Do you guarantee AI recommendations?
Our goal is to help your company become easier for AI systems to understand, trust, and recommend. Recommendations cannot be guaranteed because AI platforms change constantly.
How long does the audit take?
Most audits are completed within 7–10 business days after project kickoff.
Do you implement the recommendations?
Yes. Companies can choose to continue with implementation through the AI Visibility System service.
Who is this for?
The audit is designed for B2B companies, professional services firms, agencies, consultants, and other organizations that rely on being discovered online.
Before You Invest More In Visibility
Find out how selected AI platforms currently represent your company.
Assess whether your company appears in relevant buyer-style research, how it is described, which competitors surface, and which gaps deserve attention first.