Strong
The sampled evidence supports the buyer question clearly.
THE FIVE GATES METHOD
A clear way to inspect AI readiness.
LionTech observes how AI systems find, explain, support, compare and act on public business information.
THE FRAMEWORK
Five buyer gates, reviewed with evidence
Each gate asks a practical question about what customer-facing AI systems can currently understand and support.
01
Discover
Can AI find the business for real buyer questions?
Browse industries02Describe
Does AI explain the business accurately?
See industry facts03Trust
Can AI find credible evidence for the claims?
Review evidence standards04Compare
Can AI distinguish the business from alternatives?
Explore comparisons05Act
Can a buyer or agent take the next step?
Request a SnapshotSTATUS MODEL
A profile, not a public score
The founding Snapshot uses four plain-language statuses. A public 0-100 benchmark remains blocked pending Customer Zero and further validation.
Workable
The path is usable, with limited improvements identified.
At Risk
Material weaknesses could affect buyer understanding or action.
Material Gap
A significant evidence, accuracy or action-path issue requires attention.
EVIDENCE STANDARDS
Observed, captured and human-reviewed
Findings remain tied to the agreed sampled tests and the public information available at the time of review.
Observed outputs
LionTech records what the selected AI systems returned for agreed buyer questions.
Captured sources
Relevant facts, sources and competitor appearances are documented for review.
Human-reviewed findings
Recommendations are checked for factual relevance and practical business use.
What LionTech does not claim
No invented authority. No future ranking guarantee.
- No control over third-party AI systems
- No guarantee of future recommendations or rankings
- No unqualified public 0-100 readiness score
- No findings detached from the sampled evidence
TESTING PROCESS
A controlled path from question to action
The process stays focused on real buyer intent, recorded evidence and changes the business can approve.
Agree
Confirm the business, buyer questions and focused competitor set.
Test
Run sampled tests across leading AI systems.
Review
Check factual accuracy, sources, comparison and action paths.
Prioritise
Map the findings to the Five Gates and the top five fixes.
Act
Deliver a practical 30-day plan and review call.
Start with evidence
See the methodology applied to your business.
The AI Visibility Snapshot turns sampled buyer questions into evidence, a Five Gates profile and a practical 30-day action plan.