Brand mentions are inconsistent
Your company may appear for some prompts but disappear for commercial, comparison, or category questions.
AI Visibility Intelligence
AI Visibility Audit
Understand how AI answer engines represent your brand across prompts, platforms, citations, and competitors.
No guaranteed rankings. Evidence-based analysis from observed AI answers.
Problem
Your brand may be absent from the answer before buyers reach your site
Buyers increasingly use AI engines to compare providers, build shortlists, and validate trust. A visibility audit shows whether your brand is present, how it is framed, and where competitors or sources shape the answer.
Competitors can own the shortlist
AI answers often recommend named alternatives before a buyer evaluates your own positioning.
Citations may not support your story
The sources AI engines lean on can be outdated, incomplete, or stronger for competitors.
Analysis
What Orbit analyzes
The AI visibility audit focuses on a defined evidence set, not broad claims or generic SEO reporting.
Observed AI answers
We review selected prompts and platforms to see whether your brand appears and how it is described.
Competitor presence
We identify which brands are recommended instead and where they show stronger answer coverage.
Citation and source patterns
We capture the domains, references, and content types that appear to support the answers.
Readiness signals
We connect visibility gaps to website clarity, entity signals, content structure, and proof points.
Illustrative insights
Examples of what the analysis can surface
These examples are illustrative only. Actual findings depend on the agreed brand, market, prompts, platforms, sources, and competitors.
Illustrative example
Your brand appears for branded prompts, but not category prompts
A common audit pattern is strong recognition when the brand is named, but weak presence when buyers ask for best-fit providers.
Illustrative example
AI answers cite third-party directories more than owned pages
The report can show whether external sources are shaping the answer more than your product, service, or proof pages.
Deliverables
What you receive
A decision-ready audit package with clear observations, evidence, and practical next actions.
Executive AI visibility summary
Prompt-by-prompt observation table
Competitor visibility snapshot
Citation and source highlights
AI readiness observations
Priority action roadmap
Methodology
Evidence-based, with clear limitations
Orbit uses defined prompt sets, observed AI answers, source and citation analysis, competitor comparison, readiness checks, and human-reviewed recommendations.
AI answers can vary by platform, prompt, geography, interface, model update, and time. The goal is to reduce uncertainty with a transparent evidence set, not to promise fixed placement in AI-generated answers.
Defined prompt set by buyer intent
Observed answer capture across selected engines
Competitor and source comparison
Human-reviewed recommendations
Best-fit package
Growth Intelligence
Best for a complete benchmark audit with competitor visibility, citation analysis, readiness review, and strategic recommendations.
- Expanded prompt coverage
- Competitor benchmark
- Source analysis
- Action roadmap
Related services
AI Competitor Visibility BenchmarkSee which competitors AI engines recommend instead of your brand, and where visibility gaps are being created.AI Citation AnalysisIdentify the sources, citations, domains, reviews, directories, and content shaping AI-generated answers in your market.AI Readiness AuditReview whether your website, entity signals, content, schema, and source footprint are ready to be understood by AI engines.
FAQ
Questions about AI Visibility Audit
It is a structured review of how AI engines mention, recommend, cite, or ignore your brand across a defined set of prompts and platforms.
Next step
Ready to understand what AI answers say about your brand?
Request a human-reviewed scope and get a practical evidence set for your next AI visibility decision.