The AI Visibility Operating System
The complete platform for managing and improving AI Visibility.
AI is increasingly influencing which businesses get discovered, cited and recommended. SeenAndCited brings the full AI Visibility lifecycle into one operating system — discover opportunities, improve visibility and prove outcomes across ChatGPT, Gemini, Claude, Perplexity and DeepSeek.
Built for businesses managing their own AI Visibility and agencies delivering it professionally for clients.
Discover
Understand how AI sees your business, uncover opportunities and identify the gaps that shape your strategy.
Improve
Turn evidence into action with prioritised recommendations, structured workflow and implementation-ready content.
Prove
Re-measure completed actions, review visibility movement and feed outcomes back into the loop.
People are increasingly asking AI what to buy, who to use and where to go.
Whether someone is looking for a supplier, a product or professional advice, AI platforms are increasingly deciding which businesses to recommend.
SeenAndCited helps you understand how AI sees your business, identify where opportunities exist, implement improvements and measure what happens next.
Who is SeenAndCited for?
Whether you're improving one business, managing several, or delivering AI Visibility for clients, SeenAndCited gives you the same Discover → Improve → Prove operating system.
Small Business Owner
Take control of your own AI Visibility.
Understand how AI sees your business, know what needs improving and measure whether the work you do is making a difference.
Multi-Business Owner
Manage AI Visibility across multiple businesses.
Run separate AI Visibility programmes for the businesses, brands or websites you manage, all from one operating system.
Agency
Deliver AI Visibility as a professional service.
Manage client AI Visibility, turn evidence into prioritised work and demonstrate outcomes through a repeatable client-delivery workflow.
The complete AI Visibility lifecycle.
Not just monitoring. Every phase produces evidence for the next, and every outcome feeds the loop.
Discover
Learn the business, model how AI currently understands it, then surface the prompts, competitors and authority gaps that shape recommendations.
- Business Discovery
- AI Understanding
- Prompt Discovery
- Authority Discovery
Improve
Convert findings into prioritised recommendations, structured workflow and implementation-ready content — from AI Action Plans to draft publishing.
- AI Action Plans
- Workflow
- Content Generation
- Publishing
Prove
Re-measure completed actions, review visibility movement and feed outcomes back into the loop so recommendations get sharper over time.
- Visibility Reviews
- Outcome Measurement
- Continuous Improvement
See SeenandCited In Action
Ease of use, with agency level functionality
Get Started In Minutes
SeenAndCited automatically discovers opportunities, identifies competitors, creates monitoring, builds authority recommendations and prepares your initial action plan.
See how AI actually understands your business
Other platforms tell you where you appear. SeenAndCited shows you the gap between how AI currently understands your business and how you intend to be positioned … then helps you close the gap.
Current AI Understanding
How the world's leading AI engines describe, categorise and position your business today — synthesised from real citation probes.
- Category AI places you in
- Audience AI thinks you serve
- Differentiators AI picks up on
- Missing or misunderstood positioning
Your Intended Business Positioning
The category, audience, differentiators and message you actually want AI to associate with your business.
- Aligned category
- Correct audience
- On-message differentiators
- Brand-consistent messaging
Built on Evidence
AI answers vary from one query to the next. SeenAndCited turns that variability into stronger, evidence-backed signals — so decisions aren't based on one-off screenshots.
Evidence-backed recommendation
Built from corroborated signals, not a single isolated response.
Repeated AI Sampling
Every prompt is sampled multiple times across each engine. One-off AI answers aren't evidence — patterns are.
Multi-Engine Measurement
Visibility is measured across ChatGPT, Gemini, Claude, Perplexity and DeepSeek — not a single model's opinion.
Confidence Over Isolated Answers
Results are aggregated into confidence scores so recommendations reflect signal, not noise.
Business Discovery First
The platform learns your business, category, audience and positioning before recommending anything.
Outcome Measurement
Every completed action is re-measured at 7 day and 30 day intervals to determine whether it moved AI Visibility.
Recommendation Quality Loop
Outcomes feed back into the engine so future recommendations get sharper, not stale.
Every Recommendation Includes Everything Needed To Complete It
SeenAndCited does far more than generate recommendations — every action ships end-to-end.
Evidence
Why this recommendation exists — grounded in real AI Understanding, AI Readiness and citation data.
Implementation Guidance
A structured, consultant-style plan explaining exactly how to complete the work.
Execution
Clear, actionable steps to carry out the work, with pre-built prompts and resources so nothing is left to guesswork.
Outcome Measurement
Every completed action is re-measured at 7 day and 30 day intervals to determine whether it moved AI Visibility.
Run AI Visibility Professionally — for Your Business or Your Clients
SeenAndCited provides the operational layer for ongoing AI Visibility — bringing discovery, prioritised improvement, implementation, measurement and reporting into one repeatable workflow.
Structured Discovery
Map the prompt universe, competitors and authority footprint so direction is set on evidence, not guesswork.
Prioritised Action Plans
Turn evidence into one ranked plan that says what to do next and why it matters.
Implementation Workflow
Manage discovery, recommendations, implementation and review in a structured, repeatable process.
Ongoing Measurement
Every completed recommendation is re-measured, creating a continuous improvement loop and proof of impact.
Professional Reporting
Automated, professional reports that demonstrate work completed and outcomes measured.
Teams & Roles
Invite team members, assign responsibilities and manage delivery across every business you look after.
Delivering AI Visibility for clients?
SeenAndCited extends the same operating system with the client-management, workflow, reporting and white-label capabilities needed to deliver AI Visibility across a portfolio.
Managing AI Visibility, Not Just Measuring It
Evidence identifies what needs attention. Work is prioritised and completed through the AI Visibility Action Plan — then SeenAndCited measures again to determine whether those actions improved AI Understanding, AI Readiness, visibility or citation performance.
| Question | Monitoring Tools | SeenAndCited |
|---|---|---|
| Where do I appear? | ✓ | ✓ |
| How does AI understand my business? | — | ✓ |
| Why does AI understand it that way? | — | ✓ |
| What should I improve? | — | ✓ |
| How do I implement those improvements? | — | ✓ |
| Did those improvements actually work? | — | ✓ |
Multi-Engine AI Visibility Coverage
Measure AI Visibility consistently across ChatGPT, Gemini, Claude, Perplexity and DeepSeek using a single methodology — so agencies can deliver comprehensive, comparable analysis across every client portfolio and managed website.
Monitor AI Discovery & Crawling Activity
Track AI crawler activity across managed websites, with country, path and frequency detail. This gives agencies the intelligence to explain discovery patterns, indexing changes and shifts in AI Visibility over time.
Ready To Improve Your AI Visibility?
Discover how AI understands your business, identify your biggest opportunities, and receive a prioritised action plan in minutes.