Skip to main content
Sign in Book a Demo
Use Cases · Pen Testing & VM

Half your buyers are searching because an auditor told them to.

Pen testing and vulnerability management are bought against compliance deadlines and prioritisation pain. Both questions go to an assistant first. GrackerAI shows you which of those answers name you and what it would take to change the ones that do not.

See Your AI Visibility Score Free Book a Demo

7-day free trial. Cancel anytime before it ends.

Why pen testing buyers research differently

  • Compliance sets the requirement
  • Prioritisation is the real pain
  • Continuous is displacing annual
  • Tester credentials are checked
GrackerAI tracking how AI engines recommend pen testing providers and vulnerability management platforms

The pen testing AEO reality

The trigger is a deadline, and the question is what will be accepted.

Buyers rarely ask who is the best tester. They ask what kind of test their framework requires and what an auditor will accept. Answering the compliance question is how you reach the buying one.

Why pen testing buyers research differently

  • Compliance sets the requirement SOC 2, PCI DSS and ISO 27001 dictate scope, frequency and evidence
  • Prioritisation is the real pain Buyers drowning in findings ask what to fix first, not how to find more
  • Continuous is displacing annual PTaaS and ongoing testing are compared directly against the yearly engagement
  • Tester credentials are checked OSCP, CREST and published research are verified before a provider is engaged

What you get

What the platform does when a deadline starts the search

Monitoring

One topic per framework

Prompt Topics tracks the compliance drivers separately, so you can see which framework's buyers already find you and which never do.

See Prompt Topics →
Audit

Findings content that checks out

Published research and advisories are dense with identifiers. The audit scores whether each one is linked, live, real at the authority and relevant to the claim beside it.

See Security Verification →
Verification

Every identifier checked at the authority

CVE, CWE, ATT&CK, CAPEC and NIST references on your pages are resolved against the body that issued them, and an active-exploit claim is checked against CISA's Known Exploited Vulnerabilities catalog.

See Security Verification →
Content

Fabricated identifiers never ship

Identifiers are resolved before a draft is written, and anything the model produced that is not in that resolved set is stripped out before the page publishes.

See Content Engine →
Monitoring

CVE and news sweeps that become prompts

New vulnerabilities and security news are swept on a schedule, scored for exploitability and for how closely they touch your products, and the survivors become monitored prompts automatically.

See AI Visibility Monitoring →

Prompt coverage

The prompts that decide a testing engagement

Compliance-driven prompts pull cited sources on Perplexity; prioritisation questions land more often on Claude.

  1. Compliance “What kind of pen test does SOC 2 actually require” PerplexityChatGPT
  2. Prioritisation “How to triage 4000 findings with a small team” ClaudePerplexity
  3. Model “PTaaS versus an annual penetration test” PerplexityChatGPT
  4. Scope “Testing an API-first product properly” ClaudePerplexity
  5. Evidence “What a pen test report needs to contain for an auditor” PerplexityClaude

Plays

Four plays that move testing pipelines

  1. 01

    Answer the compliance question first

    The buying question follows the compliance one. If the engines explain SOC 2 testing requirements without citing you, someone else guides the buyer to their own scoping call.

    Explore Prompt Topics →
  2. 02

    Own the prioritisation problem

    Buyers ask what to fix first far more often than they ask how to find more. That prompt set is the entry point to the whole vulnerability management conversation.

    Explore Prompt Mining →
  3. 03

    Publish research that verifies

    Original findings are the strongest credential here and dense with CVE and CWE references. Verification resolves each one so the work stands up to a reader who checks.

    Explore Security Verification →
  4. 04

    Argue the continuous model in the answer

    PTaaS versus annual testing is being decided inside assistant answers right now. Find those prompts and make sure your position is the one the model can cite.

    Explore Diagnosis →

The stack

The right product for every stage of the work

  1. Diagnose

    Find where you are missing today

    Prompt Research AI Visibility Monitoring AI Visibility Score

  2. Explain

    Understand why a prompt goes to someone else

    Visibility Diagnosis LLM Citations Competitor Monitoring

  3. Fix

    Turn findings into published pages

    Technical AEO Audit Recommendation Engine Content Engine

  4. Ship

    Get it live and keep it moving

    Tasks WordPress Publishing AI Search Analytics

Frequently Asked Questions

Questions B2B SaaS teams ask before getting started

The same all 10 AI engines it tracks for every vertical: ChatGPT, Perplexity, Google AI Mode, Google AI Overviews, Gemini, Microsoft Copilot, DeepSeek, Brave Leo, Grok and Claude. Coverage is by plan — 3 engines on Individual, 4 on Team and all 10 on Enterprise.

Monitors are built around the compliance drivers and prioritisation questions that actually start these searches, and CVE and CWE references in published research are resolved against the issuing authorities.

Monitoring starts returning answers on the first run, so you can see where you stand immediately. Movement in citations follows publishing, which depends on how fast you ship the fixes the audit and diagnosis hand you.

No. Classic SEO governs ranking; AEO and GEO govern whether a model quotes you. The technical audit overlaps with an SEO audit in places, but the citation work sits alongside what you already do rather than replacing it.

Ready to see your AI visibility score?

60 seconds. 7-day free trial, cancel anytime.

Start Your 7-Day Free Trial Book a Live Demo

Do not let AI keep
recommending someone else

Start your 7-day free trial and get your AI Visibility Score in about a minute. See exactly where you stand, where competitors are beating you, and the ranked fixes to get into the answer. Cancel anytime before the trial ends.

Start Your 7-Day Free Trial Book a Live Demo

7-day free trial. Cancel anytime before it ends. Trusted by 500+ B2B SaaS teams.

Partnered with
  • Microsoft
  • Google
  • Amazon AWS
  • Cloudflare
  • Nvidia
Powered by
  • Google Gemini
  • Open AI
  • Claude