The AI Visibility Operating System

See How AI Understands Your Business Today

Most website assessments provide a snapshot in time. SeenAndCited uses that Snapshot as the starting point for a structured 30-Day AI Visibility Evaluation that continuously gathers evidence and builds an evidence-backed AI Visibility Action Plan.

Step 1 — Snapshot

Generate your AI Visibility Snapshot

This initial snapshot uses publicly available information only.

Your Snapshot isn't an instant website scan. We prepare it using multiple sources of publicly available information and deliver it securely using a private link that only you can access.

We'll email your secure Snapshot link — no account and no credit card required.

Estimated preparation time

Approximately 5–10 minutes.

You'll continue into the 30-Day AI Visibility Evaluation from your workspace.

What Happens Next

A simple three-step process

  1. 1

    Enter your business details.

  2. 2

    We'll prepare your AI Visibility Snapshot.

    (Usually within a few minutes.)

  3. 3

    We'll email you a secure private link to your Snapshot.

No account required. No credit card required.

Your Snapshot Includes

A first look at your AI Visibility

Initial AI Understanding

A preview of what AI engines would say about your business today — audience, offer and positioning.

Technical AI Readiness

The technical signals AI engines look for: crawlability, structured data, canonicalisation and freshness.

Public AI Visibility Signals

How your business appears across the publicly available signals AI systems rely on.

Early AI Visibility Opportunities

Initial indicators of prompts, categories and authority gaps where AI Visibility could move fastest.

Initial AI Visibility Summary

A concise summary of the strongest and weakest signals — the starting line for a full evaluation.

Professional Recommendations

Evidence-backed recommendations prioritised for the greatest potential AI Visibility improvement — not a generic checklist.

This Snapshot is generated using publicly available information only. The full 30-Day AI Visibility Evaluation goes much deeper, gathering evidence continuously over time.

Outcomes

What You'll Know in 30 Days

By the end of your 30-Day AI Visibility Evaluation you'll have evidence — not assumptions — about how AI understands, recommends and cites your business.

Every recommendation is prioritised by evidence, helping you focus on the improvements most likely to increase your AI Visibility.

  • How AI actually understands and describes your business.
  • Which competitors AI recommends instead of you — and why.
  • Which AI platforms are already citing your content.
  • Where your biggest AI Visibility opportunities are.
  • Which improvements are likely to have the greatest impact.
  • Whether the changes you've made have actually improved your AI Visibility.

Why a snapshot isn't enough

A Snapshot Can Only Tell You So Much

AI Visibility changes continuously. AI systems learn. Competitors evolve. Recommendations change.

A one-time report cannot measure those changes.

SeenAndCited continues gathering evidence throughout your evaluation and builds a continuously improving AI Visibility Action Plan.

Comparison

Snapshot vs. 30-Day AI Visibility Evaluation

The Snapshot is a starting line. The Evaluation is the operating system.

CapabilityAI Visibility Snapshot30-Day Evaluation
Initial website review
Public technical analysis
AI Readiness preview
AI Understanding over time
Multi-engine monitoring
100+ real customer prompts
Competitor Intelligence
Authority Intelligence
AI Visibility Action Plan
Continuous evidence gathering
Outcome Measurement

The Evaluation Journey

An ongoing operating process — not a report

Every stage produces evidence for the next, and every outcome feeds the loop.

  1. 1AI Visibility Snapshot
  2. 2Business Discovery
  3. 3AI Understanding
  4. 4AI Readiness
  5. 5Competitor Intelligence
  6. 6Authority Intelligence
  7. 7AI Action Plan
  8. 8Implementation
  9. 9Re-measure
  10. 10Evidence-Based Improvement

Principles

Built on Evidence

The principles that shape every SeenAndCited evaluation.

Multiple AI intelligence engines

We correlate signals across ChatGPT, Gemini, Claude, Perplexity and DeepSeek — no single-engine blind spots.

Evidence-backed recommendations

Every recommendation is tied to observed evidence, not opinion or generic best-practice.

Human approval before action

Nothing changes on your behalf without your team's explicit approval.

Continuous measurement

AI Visibility is measured continuously across the evaluation — not as a single moment in time.

Professional agency workflows

Built to be delivered by agencies for clients, with structured reporting and repeatable process.

Measurable AI Visibility outcomes

Outcomes are measured against the original Snapshot so improvement is evidenced, not asserted.

FAQ

About the evaluation

Why isn't this just another audit?

A traditional audit is a one-time snapshot of your website. The 30-Day AI Visibility Evaluation continuously gathers evidence across ChatGPT, Gemini, Claude, Perplexity and DeepSeek, correlates what those engines actually say about you, and rebuilds a prioritised AI Visibility Action Plan as things change.

Why does the evaluation last 30 days?

AI engines refresh their answers, competitors publish new content, and your own changes take time to be re-indexed and re-cited. Thirty days is long enough to measure real movement in AI Visibility rather than a single moment in time.

Do I need technical knowledge?

No. The platform surfaces recommendations in plain language, ranks them by likely impact, and provides ready-to-use content and structured guidance. Technical teams get deeper controls when they want them.

What happens after 30 days?

You'll have a fully populated AI Visibility Operating System — Business Discovery, AI Understanding, competitor and authority intelligence, a live Action Plan, and evidence of outcomes. You can continue on any plan to keep the loop running.

Can agencies use this for clients?

Yes. SeenAndCited is agency-first. The evaluation is designed to be run on behalf of clients, with white-label reporting, multi-site management and a structured methodology your team can deliver repeatedly.

Ready to see how AI understands your business?

Your AI Visibility journey starts with a Snapshot. Thirty days later you'll have a prioritised AI Visibility Improvement Programme backed by real evidence.