See the kind of evidence, competitor insights, citation analysis, readiness checks, and action roadmap included in an Orbit audit.
This is what the Growth GEO Intelligence Audit delivers. Not sure yet? Run a free preview first to check your site's AI readiness.
Sample data only. Orbit does not guarantee rankings in AI engines.
The free preview checks your website's readiness foundations. The Growth GEO Intelligence Audit goes further and tests actual AI answer visibility.
No AI calls, no guesswork — a quick check of the technical and structural signals that determine whether AI answer engines can understand your site at all. Not a full AI prompt benchmark.
The deeper, paid layer shown throughout this sample report — a defined prompt set tested across selected AI engines, generated automatically with a human QA pass before delivery.
What was directly observed in each engine's answer.
Patterns extracted across the defined prompt set.
Evidence-based explanations for the signals observed.
Prioritized actions tied back to the evidence above.
Every finding below maps to this facts → signals → hypotheses → recommendations structure. See the full methodology for confidence levels.
This premium sample shows how observed answers, competitors, citations, readiness signals and next actions are organized for business decision-makers.
Sample AI Visibility Report
Illustrative sample data, not client data
Growth GEO Intelligence Audit sample
Prepared for fictional sample brand
Evidence, competitor insights, citation analysis, readiness checks, and action roadmap in one decision-ready report.
Executive summary
NovaCRM appears in some branded and category prompts, but competitors are more frequently recommended in comparison and buying-intent queries.
42%
24%
3
22
8
This public sample now uses the same structured report model and shared components as private project audit reports. The data below is illustrative and is not inserted into the database.
novacrm.example
NovaCRM has clear owned-site positioning, but competitor and citation visibility is stronger in comparison-style prompts. The recommended next step is to improve answer-ready comparison evidence and third-party source consistency.
brand presence
62/100
content citability
58/100
authority signals
54/100
technical accessibility
82/100
ai search readiness
64/100
competitor positioning
49/100
The sample brand is visible when users search directly for the company, but competitor names appear more often in shortlist and comparison prompts.
AI answers have clearer third-party and competitor sources than owned comparison pages for high-intent buyer questions.
Core pages are reachable and indexable, giving the brand a usable base for future AI visibility improvements.
Create evidence-led comparison pages for the main alternatives that appear in AI answers, including decision criteria, fit notes, and proof points.
competitor positioning - Impact: high - Effort: medium
Align review profiles, directory descriptions, and industry guide copy so AI systems see a consistent category and positioning narrative.
authority signals - Impact: medium - Effort: medium
Update core product and category sections around the buyer questions most likely to appear in AI answer prompts.
ai search readiness - Impact: high - Effort: medium
Add concise FAQ sections that answer comparison, pricing-fit, integration, and use-case questions directly.
content citability - Impact: medium - Effort: low
NovaCRM appears in some branded and category prompts, but competitors are more frequently recommended in comparison and buying-intent queries.
Observed patterns
Brand visibility is strongest when prompts mention NovaCRM directly.
SalesPilot and PipelineIQ are recommended more often for shortlist and comparison questions.
Third-party review pages and category guides shape many of the observed answers.
NovaCRM has clear product messaging, but weaker comparison content and uneven off-site source coverage.
Next recommended actions
Prioritize source coverage, comparison content, and clearer entity signals before rerunning the priority prompt set.
Scores are proprietary decision-support indicators based on a defined prompt set and observed answers. They are not official AI platform metrics.
The scorecards help leadership see the pattern quickly. The findings, sources and roadmap explain what sits behind each sample indicator.
64/100
Sample proprietary indicator42%
Brand present in observed answersHigh
Three competitors appear more oftenNeeds work
Owned sources are cited unevenly58/100
Several answer-ready gaps48
Sample prompts in the defined setEach sample prompt is tagged with its intent, engine, brand visibility, competitor presence and opportunity level.
A business-friendly benchmark shows which brands appear, how often they are recommended, whether citations support them, and how AI answers frame the category.
Competitor
73
sample score
Often framed as the safest shortlist option for scaling sales teams.
Sample brand
64
sample score
Clear when named directly, less visible in unbranded buying-intent prompts.
Competitor
69
sample score
Frequently appears in comparison answers and industry guide summaries.
Competitor
57
sample score
Appears as a niche alternative when prompts mention sales forecasting.
Want to see where competitors replace your brand?
The Growth GEO Intelligence Audit tests defined prompts, compares answer patterns, and identifies which sources shape the recommendations.
The report identifies owned pages, third-party reviews, media, directories, industry guides and competitor pages that appear to support observed AI answers.
Third-party review
SalesPilot is referenced more often than NovaCRM in review snippets.
Recommended action
Improve profile completeness and review evidence.
Owned site
Core pages are cited in branded prompts but not enough in category prompts.
Recommended action
Add answer-ready comparison and category sections.
Industry guide
PipelineIQ appears in category guides where NovaCRM is absent.
Recommended action
Identify inclusion requirements and strengthen evidence pages.
Media
AI answers cite industry articles that do not mention NovaCRM.
Recommended action
Build media and expert-source coverage around mid-market CRM needs.
Competitor page
Competitor comparison content gives AI systems a clearer narrative.
Recommended action
Publish balanced comparison content for priority alternatives.
Readiness checks connect the report to practical website, content and source improvements.
Core pages are reachable and indexable.
Product and organization signals could be clearer.
Category, ICP, and use-case language is not always consistent.
Main CRM positioning is clear on owned pages.
Buyer questions are present but not structured around AI-style prompts.
Priority competitor and alternative pages are thin or absent.
Third-party descriptions vary across directories and guides.
Review and industry-guide coverage can be strengthened.
This sample illustrates the structure and depth of a Growth GEO Intelligence Audit engagement. Here is what a real engagement includes.
A scoped set of prompts agreed before testing begins — no black box.
Tests observed answers across selected AI engines like ChatGPT, Perplexity and Gemini.
Compares which brands get recommended instead of you, and why.
Identifies the domains and citations shaping AI answers in your category.
Connects visibility gaps to practical website and content improvements.
Prioritizes evidence-based actions, generated automatically with a human QA pass before delivery.
The sample report combines competitor, citation, and readiness analysis. These focused pages explain each service area in more detail.
Understand which competitors AI engines recommend instead of your brand and where visibility gaps appear.
Review the sources, citations, domains, reviews, directories, and content shaping AI-generated answers.
Check whether your website, entity signals, schema, content, and source footprint are clear enough for AI systems.
The roadmap turns observed visibility gaps into clear actions with impact, effort, priority and related page or service area.
AI answers need clear evidence of who the product serves and when it is relevant.
Priority
Immediate
Related area
Website category pages
Comparison prompts currently surface competitors more often than NovaCRM.
Priority
Immediate
Related area
Comparison content
Citations from third-party pages strongly influence observed recommendations.
Priority
Next
Related area
Off-site sources
A repeat run shows whether visibility patterns changed in the defined scope.
Priority
Monthly
Related area
Monitoring report
Start with a focused baseline, expand into deeper intelligence, or keep leadership updated with recurring reporting.
Baseline visibility, competitor snapshot, citation highlights, readiness checklist.
Expanded prompt set, full competitor benchmark, citation/source analysis, action roadmap.
Monthly rerun, trend summary, competitor/source changes, executive reporting.
Methodology
Orbit uses defined prompt sets, observed AI answers, source and citation extraction, competitor comparison, and AI readiness checks — generated automatically by our GEO engine, with a human QA pass before delivery. AI answers vary by platform, prompt, geography and time. This sample report shows the type of analysis Orbit provides, not guaranteed outcomes.
The sample report is organized for business decisions, not technical metrics alone.
No. This page uses illustrative sample data to show the structure and depth of an Orbit report.
Disclaimer
AI Visibility and GEO analyses are based on tests performed at a specific date within a defined scope of prompts, platforms and competitors. Results may vary depending on users, contexts, models, interfaces and AI engine updates. The score is a proprietary decision-support indicator, not an official metric. Recommended actions are designed to strengthen visibility and credibility signals, without any guarantee of appearance, citation or ranking in AI-generated answers.
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