Bilateral evidence profiles
Relationship studio
Compare two profiles through their documented relationships and shared records. An indirect connection is not evidence of a direct relationship.
Current declared routeDigital gatewaysGoogle5 shortest paths / 0 common neighbors / 15 supporting edges
Comparable nodes5,478canonical nodes
Declared edges19,193auditable links
Relationship layers4kept separate
Inferred endpoint links0from path proximity
Route contractEvery line is declared. Multi-hop proximity never becomes a direct endpoint claim.Evidence standard
Bilateral query
Build an exact profile-to-profile route
6 profiles directly connected to Google
8 profiles directly connected to Digital gateways
Relationship familyAll declared linksEvery encoded relationship family
Declared route sets
Declared bilateral profile
Digital gateways Google
All declared links / 3 hops- Shortest route
- 3declared hops
- Shortest paths
- 5deterministic routes
- Common neighbors
- 0exact intersections
- Packet edges
- 157 cited sources
high5medium5bounded5low0
- Bounded markets
- 5
- Selected-layer neighbors
- 8
- Total neighbors
- 8
- Latest year
- 2026
Connection fingerprint
Measurement0
Organization0
Enforcement0
Research8
Markets5Topics3
Open canonical profileMeasurementOrganizationEnforcementResearch
Route 01 / 3 hops
Route 02 / 3 hops
Route 03 / 3 hops
Route 04 / 3 hops
Route 05 / 3 hops
- Official attributions
- 5
- Selected-layer neighbors
- 6
- Total neighbors
- 6
- Latest year
- N/A
Connection fingerprint
Measurement0
Organization6
Enforcement0
Research0
Products5Named entities1
Open canonical profileSupporting edge ledger
Every bridge remains an inspectable declaration
15 exact edges support the shortest paths and common-neighbor intersections in this layer.
Google Gemini appears in the AI assistants source row for 2026 at 10.86%.
Chrome appears in the Browsers source row for 2026 at 50.03%.
Android appears in the Mobile operating systems source row for 2026 at 36.85%.
Google Search appears in the Search engines source row for 2026 at 85.16%.
YouTube appears in the Social referrals source row for 2026 at 2.33%.
Android's official site presents Android within Google's product family.
Google's official product directory lists Chrome as a Google product.
Google's official product directory lists Gemini as a Google product.
Google's official product directory lists Search as a Google product.
Google's official product directory lists YouTube as a Google product.
U.S. generative AI assistant usage is an explicitly curated member of the Digital platform gateways research program while retaining its own product boundary, geography, denominator, and comparison contract.
U.S. browser usage is an explicitly curated member of the Digital platform gateways research program while retaining its own product boundary, geography, denominator, and comparison contract.
U.S. mobile operating-system web usage is an explicitly curated member of the Digital platform gateways research program while retaining its own product boundary, geography, denominator, and comparison contract.
U.S. search engine usage is an explicitly curated member of the Digital platform gateways research program while retaining its own product boundary, geography, denominator, and comparison contract.
U.S. social-media referral traffic is an explicitly curated member of the Digital platform gateways research program while retaining its own product boundary, geography, denominator, and comparison contract.
Bilateral graph contract
A route is not a finding about its endpoints
Each hop keeps its own evidence label, confidence, source custody, and edge-specific limitation.
A bilateral atlas route preserves a sequence of declared edges for navigation and audit. A direct edge, common neighbor, or multi-hop path does not make the endpoints equivalent, establish ownership or control, assign liability, define an antitrust market, make unlike measures comparable, or show causation.
Reusable bilateral packet
Carry the exact route into analysis
JSON preserves endpoints, shortest paths, common neighbors, nodes, and edge metadata. CSV flattens the complete supporting ledger.