B2B SAAS AI VISIBILITY DIAGNOSTIC

Will AI Recommend Your B2B SaaS Company?

Charles Brian International shows B2B SaaS companies how they appear across the AI-assisted buying journey, why competitors make the shortlist and which evidence gaps are costing consideration.

See where your company gains or loses the buyer before your next prospect asks ChatGPT, Gemini, Claude, Perplexity or Google AI who deserves a meeting.

  • See Where You Enter Or Exit The Shortlist
  • Identify The Competitors And Sources Shaping The Answer
  • Leave With A Prioritized 90-Day Action Plan
756Buyer Prompts Studied
45.4%Client Recommendation Rate
20.8%Quarter-Over-Quarter Organic Growth
Review The B2B SaaS Case Study
BUYER RESEARCH ACROSSChatGPTGoogle AIGeminiClaudePerplexity
58 Named Team Members8 Operating Groups1 Integrated Client ModelPublished Research Methodology

VISIBILITY IS NOT THE FINISH LINE

Being Mentioned Is Not The Same As Being Recommended

A brand can appear in an AI answer and still lose the buyer. The commercial question is whether the answer gives your company a credible role in the decision.

We follow the buyer from category discovery through comparison, validation and selection to find the precise point where your company gains or loses ground.

01

Are You Recognized?

Does AI understand your company, category, product and ideal use cases accurately?

02

Are You Retrieved?

Do you appear when the prompt becomes specific to an industry, audience, workflow or constraint?

03

Are You Compared?

Does your company enter the competitive set when buyers evaluate serious alternatives?

04

Are You Recommended?

Does AI position you as a viable choice and explain why a buyer should consider you?

05

Are You Validated?

Do credible first-party and independent sources support the claims needed to trust the recommendation?

Find the exact stage where AI stops making the case for your company.Start with a two-step fit review.
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ILLUSTRATIVE DIAGNOSTIC VIEW

See The Decision System Behind The Score

A useful diagnostic should show where the brand appears, how it is framed, which sources influence the answer and what the team should change first.

See Where Your Brand Stands

WHAT WE ANALYZE

A Diagnostic Designed To Explain The Answer, Not Just Count It

Every workstream is tied to a buyer decision, a measurable visibility outcome and a practical next action.

01

Buyer Prompt Research

We map questions by role, buying stage, use case, objection, requirement and commercial consequence.

02

AI Answer Analysis

We capture how relevant AI environments describe, cite, compare and frame your company.

03

Competitive Visibility

We identify who appears, who is recommended and where competitors repeatedly outperform you.

04

Citation And Source Analysis

We trace the publications, pages, directories, communities and owned content influencing answers.

05

Recommendation Intelligence

We separate a passing mention from a credible recommendation that can affect the shortlist.

06

Content And Authority Gaps

We find the missing proof, comparison logic, entity clarity and third-party corroboration limiting visibility.

07

Technical Retrieval Findings

We examine crawl access, indexation, architecture, rendered content, canonical signals and structured data.

08

Prioritized Action Plan

You receive an ordered roadmap showing what deserves attention first, why it matters and which team should own it.

Stop guessing which AI visibility tactic deserves the next dollar.Get an evidence-led priority order.
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OBSERVED CLIENT EVIDENCE

Built For The Complexity Of Enterprise B2B SaaS Decisions

In a defined 756-prompt Google AI Mode study for a blinded enterprise B2B SaaS client, the client was recommended in approximately 45.4% of responses compared with approximately 38% for its primary direct competitor.

Review The B2B SaaS Case Study
756Buyer Prompts Studied
45.4%Client Recommendation Rate
20.8%Quarter-Over-Quarter Organic Traffic Growth

See what a buyer-journey benchmark can reveal about your own competitive position.

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BUYER-JOURNEY INTELLIGENCE

Your Buyers Do Not Ask One Question

A buying committee moves through a chain of questions. Visibility must survive as the decision becomes more specific.

DISCOVER

What are the best platforms for solving this problem?

QUALIFY

Which options work best for enterprise companies like ours?

COMPARE

Compare Vendor A, Vendor B and Vendor C for our use case.

CHALLENGE

What are the weaknesses, risks and implementation demands?

SELECT

Which product fits our stack, requirements and buying criteria?

AI visibility is your ability to remain credible across a network of buying decisions.Map Your Buyer Decision Network

WHAT YOU RECEIVE

A Clear Baseline. A Defensible Diagnosis. A Roadmap Your Team Can Use.

The output is designed for marketing, SEO, content, communications, product marketing and executive teams that need a shared view of the opportunity.

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  • Buyer-Intent Prompt Universe
  • AI Visibility Baseline
  • Mention And Recommendation Analysis
  • Competitive Share-Of-Voice Analysis
  • Citation And Source Analysis
  • Third-Party Authority Analysis
  • Content And Evidence Gap Analysis
  • Technical Retrieval Findings
  • Category Positioning Findings
  • Opportunity Prioritization
  • 90-Day AEO Roadmap

COMMERCIAL FIT

Designed For B2B SaaS Companies With A Research-Intensive Sale

Best suited to categories where the buying committee needs evidence before it accepts a recommendation.

This Is A Strong Fit If

  • Buyers research your category before speaking with sales.
  • Your product is evaluated against multiple serious alternatives.
  • Use case, security, integrations, implementation or proof shape the decision.
  • Your team needs more than a visibility score to decide what to do next.
  • You are prepared to improve owned content, technical signals and third-party authority.
SaaSCybersecurityAIDataInfrastructureDeveloper ToolsEnterprise Technology

This Is Not A Strong Fit If

  • You only want a one-time vanity score or a generic list of prompts.
  • You expect guaranteed placement, citations or recommendations.
  • No team can act on content, technical or authority findings.
  • Your priority is unrelated to a defined category, audience or buying journey.
Not sure whether the diagnostic fits your growth stage?Complete the short fit review and we will tell you candidly.
Check My Fit

WHAT HAPPENS NEXT

A Clear Path From Inquiry To Action

01

Submit Your Context

Share your company, commercial priority and the visibility question you need answered.

02

Receive A Fit Review

We assess category complexity, buyer journey, competitive set and whether the diagnostic can produce useful decisions.

03

Define The Scope

If there is a fit, we recommend the engines, prompt families, competitors, markets and evidence sources to study.

04

Approve The Engagement

You receive a clear scope before any diagnostic work begins. No surprise process and no generic package.

Start with enough context for a useful answer, not a sales pitch.

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FREQUENTLY ASKED QUESTIONS

What B2B SaaS Teams Ask Before Starting

What Is An AI Visibility Diagnostic?

An AI Visibility Diagnostic evaluates whether a company is mentioned, compared, cited and recommended across the buyer questions that shape a purchase. It connects those outcomes to the owned and third-party evidence influencing the answer.

Which AI Platforms Can Be Included?

The scope can include ChatGPT, Google AI experiences, Gemini, Claude and Perplexity. The final engine mix is selected around the places your buyers are most likely to research your category.

How Are Buyer Prompts Selected?

Prompts are mapped to real buying stages, roles, use cases, objections, comparison criteria and implementation questions. The goal is to model a decision journey, not generate a long list of generic category prompts.

How Is This Different From An AI Visibility Dashboard?

A dashboard reports what appeared. The diagnostic investigates why those answers appeared, which sources supported them, where competitors won and which technical, content or authority changes deserve priority.

Does The Diagnostic Include An Action Plan?

Yes. Findings are organized into a prioritized roadmap covering the most consequential content, technical retrieval, entity, evidence and third-party authority opportunities.

What Happens After I Submit The Form?

Charles Brian International reviews your company, category and stated objective. If the diagnostic is a fit, we will recommend an initial scope for the buyer journey, competitive set, markets and AI environments that matter most.

THE NEXT BUYER IS ALREADY ASKING

Find Out Whether AI Sends Them Toward Your Company Or Someone Else

Request a fit review for an AI Visibility Diagnostic built around your category, buyers and commercial priorities.

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