1 edge1 source-bearing
Cross-domain evidence graph
Observatory atlas
Follow documented connections between markets, firms, places, publications, and sources. A connection shows a recorded relationship, not that two measures describe the same market.
More atlas tools4 exact routes
Live family topologyMeasurement
Current focusStatCounter Global Stats18,549 records / 13 family pairs
Canonical nodes5,4785433 public profiles
Declared edges19,193exact encoded links
Node families13bounded domains
Inferred links0name-only joins
Encoded hereProfile-to-indicator observations, issue-program scope, source custody, market participation, official attribution, declared industry context, publication scope, and dated policy relationships.
Never inferred hereSubstitutability, ownership, control, liability, causation, or comparability across unlike measures.
Read evidence standardGraph census · Measurement
Who the Atlas connects
Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.6 of 13families connectedTop 8 routes carry 99.6% of active-layer edges.
- Active-lens edges
- 18,549
- Measurement
- Family-pair routes
- 13
- exact family contracts
- Cross-family pairs
- 10
- between unlike families
- Self-family pairs
- 3
- within one family
- 01PlacesIndicatorsMeasurement layer · open complete contract dossier6,41234.6%
- 02PlacesSourcesMeasurement layer · open complete contract dossier3,37818.2%
- 03PlacesPlacesMeasurement layer · open complete contract dossier3,20417.3%
- 04IndustriesSourcesMeasurement layer · open complete contract dossier1,95410.5%
- 05IndustriesIndustriesMeasurement layer · open complete contract dossier1,84910.0%
- 06IndustriesIndicatorsMeasurement layer · open complete contract dossier1,5768.5%
- 07MarketsProductsMeasurement layer · open complete contract dossier550.3%
- 08IndicatorsSourcesMeasurement layer · open complete contract dossier480.3%
Inspect the remaining 5 family-pair routes73 links · 0.4% of active-layer edges
- 09MarketsIndicatorsMeasurement layer · open complete contract dossier210.1%
- 10MarketsSourcesMeasurement layer · open complete contract dossier200.1%
- 11IndustriesPlacesMeasurement layer · open complete contract dossier17<0.1%
- 12MarketsIndustriesMeasurement layer · open complete contract dossier12<0.1%
- 13SourcesSourcesMeasurement layer · open complete contract dossier3<0.1%
SourcesAI chatbot market share in United States of America May 2026Measurement / 2 hops / all neighbors
Choose one exact semantic contract to rebuild the topology, neighborhood, diagnostics, ledger, and public exports around only that declared edge type.
Focused evidence graph
StatCounter Global Stats
30 connected nodes in this bounded slice- Visible nodes
- 30
- of 30
- Visible edges
- 60
- declared links
- Direct links
- 4
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
SourcesAI chatbot market share in United States of America May 2026StatCounter Global Stats
- Access date
- 2026-06-23
- Status
- public dataset
- Declared links
- 6
- Latest year
- 2026
Public StatCounter AI chatbot usage share table for the United States.
Open canonical profile3 source-backed indicatorsAI chatbot market share in United States of America May 20263 exact indicator contracts use this registered source
Direct relationship fingerprint
How StatCounter Global Stats is declared in the Atlas
- Counterparties
- 4
- Unique canonical endpoints
- Encoded links
- 4
- Exact focus edges
- Source custody
- 100%
- 4 source-bearing links
- Profile families
- 2
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerIndicators3 encoded edges
3Markets1 encoded edge
1Declared counterpartiesCarry exact endpoints into deeper analysis
4 available1 edge1 source-bearing
1 edge1 source-bearing
1 edge1 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
60 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
CR4 is the sum of the four largest sourced non-aggregate participant shares in this released anchor.
MeasurementIndicator source custodyindicator source
Source-reported aggregate CR4 retained as published for this released anchor.
MeasurementIndicator source custodyindicator source
Use FCC source-reported weighted average HHI; do not infer carrier shares.
MeasurementIndicator source custodyindicator source
Use the source-reported December national HHI as the annual market-profile anchor; retain subnational medians in the linked geographic series.
MeasurementIndicator source custodyindicator source
Use the KFF source-reported national HHI as a bounded profile anchor and retain the separately reported jurisdiction measures in the linked geography system.
MeasurementIndicator source custodyindicator source
HHI is computed from listed StatCounter percentages, which sum to 100 across tracked assistants.
MeasurementIndicator source custodyindicator source
HHI is computed from six named StatCounter shares and a residual Other category that closes coverage to 100 percent.
Showing 8 of 60 exact relationships. The complete filtered ledger remains available in CSV.
48 additional exact edges are available in JSON and CSV.
Graph contract
Relationship families stay separate
The atlas joins routes through encoded custody and context, never through name resemblance or an inferred corporate, legal, or causal relationship.
The atlas exposes only relationships declared in the current public data. A link or issue grouping does not make unlike measures comparable, establish ownership or control, define an antitrust market, assign liability, or show that a policy event caused an economic outcome.
Reusable graph packet
Carry node and edge custody into analysis
The packet preserves node type, canonical route, relationship family, source link, evidence label, confidence, and edge-specific guardrail.