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.

Build a bilateral route Multi-profile workspace Single-profile atlas

Current declared routeStatCounter Global StatsMarket HHI1 shortest paths / 1 common neighbors / 3 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

Profile A / SourcesAI chatbot market share in United States of America May 2026Access date / 2026-06-23

22 profiles directly connected to Market HHI

Profile B / IndicatorsTracked market HHIObservation rows / 26

5 profiles directly connected to StatCounter Global Stats

Relationship familyAll declared linksEvery encoded relationship family

Declared route sets

Declared bilateral profile

StatCounter Global Stats Market HHI

All declared links / 1 hop

Shortest route: 1declared hop
Shortest paths: 1deterministic routes
Common neighbors: 1exact intersections
Packet edges: 31 cited sources

Relationship diagnosisWhat the selected graph can and cannot establish

Connection classDirect declaration1 endpoint edge

Neighborhood overlap3.8%1 shared across 26 unique adjacent profiles

Selected-layer degree6 vs 2317 neighbor difference

Supporting evidence1 cited source3 exact packet edges

high0medium1bounded2low0

Profile A / SourcesAI chatbot market share in United States of America May 2026StatCounter Global Stats

Access date: 2026-06-23
Selected-layer neighbors: 6
Total neighbors: 6
Latest year: 2026

Connection fingerprint

Measurement4

Organization0

Enforcement0

Research2

Markets1Indicators3Publications2

Open canonical profile

MeasurementOrganizationEnforcementResearch

Route 01 / 1 hop

StatCounter Global StatsMarket HHI

Profile B / IndicatorsTracked market HHI8 entities / 2017-2026

Observation rows: 26
Selected-layer neighbors: 23
Total neighbors: 23
Latest year: 2026

Connection fingerprint

Measurement16

Organization0

Enforcement0

Research7

Markets8Questions6Sources9

Open canonical profile

Supporting edge ledger

Every bridge remains an inspectable declaration

3 exact edges support the shortest paths and common-neighbor intersections in this layer.

MeasurementIndicator source custodyindicator source

HHI is computed from listed StatCounter percentages, which sum to 100 across tracked assistants.

MeasurementMarket evidence custodymarket source

AI chatbot market share in United States of America May 2026 supports the profile's definition, observation, participant row.

MeasurementObserved by indicatorprofile indicator

U.S. generative AI assistant usage has 1 exact Market HHI row spanning 2026-2026 across 1 registered source.

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.

JSON comparison/api/public/atlas?left=source%3Astatcounter-ai-chatbot-us-2026&right=indicator%3Amarket-hhi CSV edge ledgerExact supporting declarations Single-profile atlasReturn to focused neighborhoods