AI Visibility Risk Audit
Understand how AI systems currently represent your brand — before it becomes a problem.
Fixed-scope, paid diagnostic. No guarantees. No manipulation. No growth promises.
What this audit answers — and what you get
"How is our brand currently represented in AI-generated answers — and where are the risks?"
- Whether/how your brand appears in AI answers for relevant category prompts
- Where AI systems are likely learning about your brand (entity surfaces)
- How competitors are positioned relative to you
- Where ambiguity, omission, or misrepresentation exists
- Which areas are safe to ignore — and which are not
This is observational and directional, not deterministic.
What you receive
Current AI representation snapshot
How your brand appears (or doesn't) across a defined set of category and competitor prompts.
Risk map
Omission risks, misrepresentation risks, competitor dominance zones, and low-risk areas.
Entity & surface analysis
Where AI systems are likely learning about your brand — and where signals are weak.
Priority actions (not a backlog)
Ranked actions: what matters now, what can wait, what to ignore.
Want a preview before requesting the paid audit? Run the quick technical scan below. It checks public technical signals only and does not test AI representation.
Check the technical signals AI and search crawlers see
Enter your domain and work email. The scanner checks public technical signals and returns a compact on-page result.
Enter your domain
Use your homepage domain, like example.com.
We run the checks for you
robots.txt, sitemap, llms.txt, schema, canonicals, and sampled pages.
See the result here
A readability read, the checks, and your top fixes with evidence.
Pricing & engagement model
- •Fixed scope
- •Paid diagnostic
- •Pricing starts at $699
Exact scope and timing are confirmed after a short qualification call to confirm fit. Larger sites or multi-brand audits may require a custom scope.
Who this audit is for (and not for)
This audit is a fit if:
- Your brand already has traction (customers, content, mentions)
- Prospects mention AI tools (ChatGPT, Perplexity, Google AI Overviews)
- Competitors appear in AI answers and you don't
- Your category relies on recommendations, comparisons, or "best tools" lists
- You want to reduce risk, not chase hype
This audit is not a fit if:
- You are pre-product or pre-launch
- You expect guaranteed rankings or deterministic outcomes
- You want a growth hack or quick traffic spike
- You are looking for automation or self-serve tools
What this audit does NOT do
- •Make guarantees about AI visibility or recommendations
- •Promise rankings or placement
- •Manipulate platforms or communities
- •Attribute causation between actions and sales
- •Replace traditional SEO or analytics
This is a risk assessment, not a growth hack.
How the audit works
Systematic testing with cross-validation for reliable insights.
Repeated prompt testing
Across AI platforms (e.g., ChatGPT, Perplexity)
Structured sampling
To reduce one-off or cherry-picked results
Entity consistency checks
Across public sources
Brand mention analysis
Context and sentiment evaluation
Cross-checking with third-party tools
Google Search Console, GA4, Ahrefs, Semrush
AI outputs vary by prompt, model, user context, and time. Findings are framed accordingly.
What happens after the audit
You're in control. Choose the path that makes sense for your situation.
Do nothing
Risk is low
Fix gaps internally
Use findings to guide your team
Continue with us
As an ongoing AI representation partner
No obligation to continue beyond the audit.
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AI Visibility Risk Audit FAQs
Direct answers for buyers comparing AI visibility, Reddit marketing, and search support.
What is Ranketize? — AI visibility & brand-trust consultancy for SaaS brands
What is Ranketize?
Ranketize is an AI visibility and brand trust consultancy focused on helping SaaS and digital brands become more likely to be referenced in AI-generated answers (ChatGPT, Perplexity, Google AI Overviews) through ethical, observational methods.
We work with teams that need clear, ethical execution and directional measurement across AI answers, not guaranteed rankings.
What we do
- • Run AI visibility audits across priority prompts and models
- • Improve entity consistency across owned and third-party sources
- • Build credible signals through content and community channels
Who it's for / not for
- • For: SaaS and digital brands with traction and clear ICPs
- • For: Teams that want measurable, transparent AI visibility work
- • Not for: pre-product brands or teams expecting guaranteed outcomes
How we measure
We use repeated prompt testing, source checks, and trend-based directional reporting with methodology notes.
Request an AI Visibility Risk Audit
Get in touch to discuss whether this audit is a fit for your brand.
No guarantees. Directional analysis. Ethical methods.