Project goal
Present a machine-readable knowledge and GEO system that helps answer engines understand entities, products, relationships and safe crawl boundaries.
INTERNAL DEPLOYMENT CASE STUDY
tian-che.com: a public Knowledge GEO authority surface.
An evidence-bounded internal deployment case study for the public Knowledge GEO Atlas at tian-che.com.
Public evidence boundary
Observed facts separated from private claims
Goal, original problem and current evidence.
This case records what can be verified without inventing customer or transaction outcomes.
Original problem
Technical knowledge can remain invisible to search and answer systems when canonical pages, structured data, manifests, citations and crawler policies describe different versions of the same entity.
Current real state
The public domain is reachable and identifies itself as a complete generative engine optimization system. Search indexing and answer-engine recommendation remain external outcomes, not guaranteed results.
Architecture and retained SiteOS modules.
Every listed module is tied to a named public or operating responsibility.
Observed module map
- Knowledge GEO
- Entity graph
- Answer passages
- Crawler policy
- Schema layer
- Evidence links
Historic build duration is not published. The public deployment evidence snapshot is dated 2026-07-30.
Identity-to-delivery flow evidence.
Absent public evidence is recorded as unverified instead of being filled with assumptions.
Login
The public GEO surface does not require a commerce identity claim; private controls should remain authenticated and noindex.
Product
The public entity is Knowledge GEO Atlas and its machine-readable knowledge capabilities.
Checkout
No checkout is inferred from the public knowledge page; a paid offer must route through a separately verified order contract.
Order
If productized, the order should bind the selected site, scope, crawl boundary and deliverables.
Support
Crawler blocks, schema errors and evidence gaps need a visible escalation path.
Delivery
Canonical pages, schema, machine files, citations and audit reports form the deliverable.
Evidence record.
The case uses current public reachability plus the independently tested SiteOS copy; it does not claim production changes from this work.
https://tian-che.com/
HTTP 200 and the public Knowledge GEO Atlas title were verified on 2026-07-30. Commerce functions not visible in the snapshot are not claimed.
No invented timeline
Historic build duration is not published. The public deployment evidence snapshot is dated 2026-07-30.
REVIEW THE BOUNDARY
See the public system, then inspect the sellable implementation.
A live URL proves reachability, not every private integration. The service page shows the governed delivery contract.