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.
Built for businesses managing their own AI Visibility and agencies delivering it professionally for clients.
Not just monitoring. Every phase produces evidence for the next, and every outcome feeds the loop.
Understand the business, 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.
Understand how AI sees your business, uncover opportunities and identify the gaps that shape your strategy.
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.
Whether you're improving one business, managing several, or delivering AI Visibility for clients, SeenAndCited gives you the same Discover → Improve → Prove operating system.
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.
Manage AI Visibility across multiple businesses.
Run separate AI Visibility programs for the businesses, brands or websites you manage, all from one operating system.
Deliver AI Visibility as a professional service.
Manage client AI Visibility, turn evidence into prioritized work and demonstrate outcomes through a repeatable client-delivery workflow.
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.
Built from corroborated signals, not a single isolated response.
Questions are asked as written, and repeated on the surfaces whose answers vary most. One-off AI answers aren't evidence — patterns are.
Citation evidence comes from retrieval-enabled surfaces — Perplexity, Google AI Mode and Gemini — alongside positioning insight from ChatGPT and Claude.
Repeat checks are combined into one measurement episode, so recommendations reflect a pattern rather than a single answer.
The platform learns your business, category, audience and positioning before recommending anything.
Completed work is compared against independent before and after evidence, so you can see what changed — without claiming the work caused it.
Outcomes feed back into the engine so future recommendations get sharper, not stale.
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.
How the world's leading AI engines describe, categorize and position your business today — synthesised from real citation probes.
The category, audience, differentiators and message you actually want AI to associate with your business.
SeenAndCited does far more than generate recommendations — every action ships end-to-end.
Why this recommendation exists — grounded in real AI Understanding, AI Readiness and citation data.
A structured, consultant-style plan explaining exactly how to complete the work.
Clear, actionable steps to carry out the work, with pre-built prompts and resources so nothing is left to guesswork.
Every completed action is re-measured at 7 day and 30 day intervals to determine whether it moved AI Visibility.
Ease of use, with agency level functionality
Evidence identifies what needs attention. Work is prioritized 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? | — | ✓ |
SeenAndCited provides the operational layer for ongoing AI Visibility — bringing discovery, prioritized improvement, implementation, measurement and reporting into one repeatable workflow.
Map the prompt universe, competitors and authority footprint so direction is set on evidence, not guesswork.
Turn evidence into one ranked plan that says what to do next and why it matters.
Manage discovery, recommendations, implementation and review in a structured, repeatable process.
Every completed recommendation is re-measured, creating a continuous improvement loop and proof of impact.
Automated, professional reports that demonstrate work completed and outcomes measured.
Invite team members, assign responsibilities and manage delivery across every business you look after.
SeenAndCited extends the same operating system with the client-management, workflow, reporting and white-label capabilities needed to deliver AI Visibility across a portfolio.
Measure AI Visibility across the surfaces that matter: citation evidence and positioning insight from Perplexity, Google AI Mode and Gemini, ChatGPT and Claude — to deliver comparable analysis across every client portfolio and managed website.
Track AI crawler and referral activity across managed websites, with country, path and frequency detail.
Detection is client-side, so it only captures crawlers and referrals that load the script or pixel. It is a useful diagnostic signal, not proof of overall AI discovery or visibility.
Discover how AI understands your business, identify your biggest opportunities, and receive a prioritized action plan in minutes.
