The AI Visibility Operating System
The AI Visibility Operating System
The complete platform agencies use to deliver AI Visibility as a professional service — and businesses use to manage their own.
AI is increasingly deciding which businesses get recommended. SeenAndCited manages the full lifecycle — discover opportunities, improve visibility and prove outcomes — across ChatGPT, Gemini, Claude, Perplexity and DeepSeek.
"Best emergency plumber in Austin, TX?"
Same prompt · asked 5 times · across multiple engines
- RUN 01Your clientcited
- RUN 02Competitor Bcited
- RUN 03Your clientcited
- RUN 04Your clientcited
- RUN 05Competitor Ccited
Cited in 3 of 5 · 60%
confidence
score
ChatGPT
Gemini
Perplexity
Claude
DeepSeekAI is becoming the first place people ask for recommendations.
Whether someone is looking for a supplier, a product or professional advice, AI platforms are increasingly deciding which businesses to recommend.
SeenAndCited helps agencies and businesses understand how AI sees a brand, identify where opportunities exist, implement improvements and measure the results.
The AI Visibility Lifecycle
Discover. Improve. Prove.
SeenAndCited runs the complete AI Visibility lifecycle — not just monitoring. Every phase produces evidence for the next, and every outcome feeds the loop.
- 1
Discover
Understand the client, uncover opportunities, identify the gaps.
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
- 2
Improve
Turn evidence into action — prioritised, implemented, published.
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
- 3
Prove
Measure the work. Demonstrate continuous improvement.
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
Behind each phase sits the full 9-stage methodology — Business Discovery, AI Understanding, Prompt Discovery, Authority Discovery, Prioritised Recommendations, Workflow, Content & Publishing, Outcome Measurement and Continuous Improvement.
See SeenandCited In Action
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 closes it.
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
Evidence · Confidence · Continuous measurement
Built on Evidence
AI answers vary from one query to the next. SeenAndCited is engineered to turn that variability into confident, evidence-backed recommendations — so agencies can advise clients with real signal, not one-off screenshots.
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 T+7 and T+30 to prove whether it moved AI Visibility.
Recommendation Quality Loop
Outcomes feed back into the engine so future recommendations get sharper, not stale.
The recommendation workflow
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 Guide
A structured, consultant-style plan explaining exactly how to complete the work.
AI Prompt
A ready-to-use prompt for AI-assisted implementation where appropriate.
Outcome Measurement
Every completed recommendation is re-measured at T+7 and T+30 to prove impact.
Built for Modern AI Visibility Agencies
Deliver AI Visibility as a Professional Service
SeenAndCited is more than software. It is the operational platform agencies use to run AI Visibility engagements — from discovery through to reporting.
White-Labelled Client Portals
Every client gets their own branded portal with dashboards, recommendations and reporting.
Client Workflow
Manage discovery, recommendations, implementation and review in a structured, repeatable process.
Implementation Guides
Every recommendation ships with a consultant-style guide and AI prompt where appropriate.
Client Reporting
Automated, professional reports that demonstrate work completed and outcomes measured.
Teams & Roles
Invite team members, assign responsibilities and manage delivery across your client base.
Custom Branding
Apply your logo, colours and identity across portals, reports and client-facing surfaces.
Custom Domains
Serve client portals from your own domain or subdomain, fully SSL-provisioned.
Visibility Reviews
Weekly and periodic reviews built to plug straight into client meetings.
Commercial Reporting
Usage, billing and delivery reporting designed for agency operations.
Powerful for Businesses
The same operating system, run in-house.
Businesses managing their own AI Visibility get the full platform — the same discovery, recommendations, workflow and outcome measurement agencies use for their clients.
- Manage your own AI Visibility
- Monitor competitors
- Prioritised recommendations
- Publish improvements to your site
- Outcome measurement
- Continuous visibility reviews
From monitoring to management
Managing AI Visibility, Not Just Measuring It
Monitoring tools answer "where do I appear?". An operating system answers the questions that actually change outcomes.
| 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? | — |
Built for professional delivery
Why Agencies Choose SeenAndCited
Agencies choose SeenAndCited because it is a complete operating system for delivering AI Visibility — not a set of disconnected tools.
The AI Visibility Operating System
A complete operational platform — discovery, recommendations, workflow, client delivery and outcomes — rather than a collection of disconnected tools.
Evidence Before Recommendations
Recommendations are grounded in repeated AI sampling, confidence scoring and measurable evidence — not isolated AI responses or one-off screenshots.
A Complete Delivery Methodology
Discover → Improve → Prove gives agencies a repeatable client delivery framework, not just another dashboard to hand over.
Professional Client Delivery
White-labelled portals, branded reports, structured workflows and implementation guidance designed for recurring AI Visibility services.
Measurable Outcomes
Every completed recommendation is re-measured, creating a continuous improvement loop and giving agencies proof of impact to share with clients.
Built to Scale
Whether managing one business or hundreds of client sites, the same methodology, workflows and operational discipline apply.
What agencies deliver
The Outputs Agencies Ship With SeenAndCited
Not features in isolation — the real deliverables agencies use to run a recurring, evidence-based AI Visibility service.
AI Visibility Discovery
Model each client's prompt universe, competitors and authority footprint from day one.
AI Understanding Reviews
Show clients exactly how AI describes, categorises and positions their business today.
AI Action Plans
Prioritised, evidence-backed recommendations mapped to the biggest visibility opportunities.
Client Portals
White-labelled portals that give each client a live view of progress, actions and outcomes.
White-Label Reports
Branded reporting on visibility, share of voice and completed improvements — ready to send.
Visibility Reviews & Outcomes
Every completed action is re-measured so agencies can prove impact and demonstrate continuous improvement.
Example client journey
How Agencies Deliver AI Visibility, End To End
A repeatable delivery process — from onboarding a client to proving measurable improvement.
Step 1
Business Discovery
Step 2
AI Understanding
Step 3
Recommendations
Step 4
Implementation
Step 5
Visibility Review
Step 6
Measured Improvement
Multi-engine coverage
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.
ChatGPTGeminiPerplexityClaudeDeepSeekAI crawler detection
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.
Confidence, not claims
Built for Professional AI Visibility
Trusted by agencies and businesses to run AI Visibility as a professional, evidence-based discipline — not a set of one-off screenshots.
Built Around AI Understanding
See how AI actually understands your business before making recommendations.
Evidence-Backed Recommendations
Every recommendation includes supporting evidence explaining why it was created.
Complete Implementation Guides
Every action includes a structured implementation guide together with AI prompts where appropriate.
Outcome Measurement
Every completed recommendation is re-measured to determine whether it improved AI Understanding, AI Readiness or citation performance.
Multi-Engine Analysis
Track visibility across ChatGPT, Gemini, Claude, Perplexity and DeepSeek.
Designed Around Outcomes
The platform is organised around Understand → Improve → Measure, rather than dashboards and isolated metrics.
Ready To Improve Your AI Visibility?
Discover how AI understands your business, identify your biggest opportunities, and receive a prioritised action plan in minutes.