We build pages from identifiable evidence and a distinct visitor purpose.
Research order
- Identify a real entity or practical question.
- Locate an official or authoritative source.
- Record the exact area and live lookup route.
- Draft original decision guidance without copying reviews.
- Run technical and editorial QA.
What AI may do
AI can structure, compare and draft from recorded evidence. It must not invent a visit, opening time, customer experience or image permission.
Primary sources
Official venue pages, tourism authorities, government information and direct business communication are preferred for names, locations, service periods and policies. A generic directory may help discover a candidate but should not become the only evidence behind the public profile.
Original value
The draft must add something useful: geographic context, a decision framework, a realistic itinerary, a comparison or a practical warning. Merely rewriting a business description is not enough.
Local checks
Thazin's field workflow can confirm the entrance, access, parking, nearby landmarks and one detail that is difficult to learn from a standard listing. The page shows when that check is still pending.
Technical research
Handles are compared across batches, internal routes are tested, metadata is kept unique and pages remain individually noindexed until their release gate is passed.
Update cycle
Time-sensitive information is reviewed more often than area history or evergreen planning guidance. A page may be consolidated or removed if it no longer has a distinct purpose.
Candidate rejection
A place can be removed from the production batch when its identity is unclear, only weak aggregator sources can be found, its exact area cannot be established or its proposed page adds no distinct visitor value. Reaching a page-count target is never a reason to keep a doubtful record.
Cross-batch checks
Every new handle is compared with previous imports before Matrixify MERGE is used. This prevents a restaurant, hotel or guide from silently overwriting a different record that happens to share the same public name.