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 topologyEnforcement
Current focusAI assistants63 records / 3 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 · Enforcement
Who the Atlas connects
Every lane is an exact family-pair contract in the active semantic lens, ranked by encoded edge count.4 of 13families connectedTop 3 routes carry 100.0% of active-layer edges.
- Active-lens edges
- 63
- Enforcement
- Family-pair routes
- 3
- exact family contracts
- Cross-family pairs
- 3
- between unlike families
- Self-family pairs
- 0
- within one family
MarketsU.S. generative AI assistant usageEnforcement / 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
AI assistants
13 connected nodes in this bounded slice- Visible nodes
- 13
- of 13
- Visible edges
- 12
- declared links
- Direct links
- 2
- from focus
- Hidden nodes
- 0
- plot cap only
Markets12Products55Operators20Industries1866Issues6Topics8Questions46Places3270Indicators30Records14Named entities21Publications85Sources45
MarketsU.S. generative AI assistant usageUnited States / 2026
- Latest HHI
- 4,804
- Status
- estimated_public
- Declared links
- 16
- Latest year
- 2026
Consumer generative AI assistant usage concentration from StatCounter Global Stats for May 2026. The market tracks which AI chatbots people use across StatCounter-tracked assistants, an observed usage-share proxy rather than revenue, total user counts, or the broader AI supply chain of chips and cloud.
Open canonical profile3 measured indicatorsU.S. generative AI assistant usage3 exact rows / 2026-2026 / 1 source
Direct relationship fingerprint
How AI assistants is declared in the Atlas
- Counterparties
- 2
- Unique canonical endpoints
- Encoded links
- 2
- Exact focus edges
- Source custody
- 100%
- 2 source-bearing links
- Profile families
- 1
- Direct counterparty types
Counterparty compositionDirect nodes by profile family
Unique endpoints / active layerRecords2 encoded edges
2Declared counterpartiesCarry exact endpoints into deeper analysis
2 available1 edge1 source-bearing
Relationship ledger
Every plotted line remains an inspectable record
12 edges survive the current focus, depth, node-type, layer, and semantic-type contract.
Enforcementreport subjectnamed in record
The FTC report identifies Alphabet among the cloud service providers studied.
Enforcementreport subjectnamed in record
The FTC report identifies Amazon among the cloud service providers studied.
Enforcementreport subjectnamed in record
The FTC report identifies Anthropic among the generative AI developers studied.
Enforcementremedy subjectnamed in record
The official remedy record identifies Google as subject to the ordered search remedies.
Enforcementreport subjectnamed in record
The FTC report identifies Microsoft among the cloud service providers studied.
Enforcementreport subjectnamed in record
The FTC report identifies OpenAI among the generative AI developers studied.
EnforcementRelated policy contextpolicy scope
Adds upstream cloud, input-access, switching-cost, and information-sharing context to the AI usage-share profile; the report studies a broader competitive layer than chatbot usage.
EnforcementRelated policy contextpolicy scope
The official remedy record reaches search distribution, Chrome, and Gemini. Later market indicators should be monitored separately rather than treated as immediate proof of remedy effects.
EnforcementRelated policy contextpolicy scope
The official remedy record reaches search distribution, Chrome, and Gemini. Later market indicators should be monitored separately rather than treated as immediate proof of remedy effects.
EnforcementRelated policy contextpolicy scope
The official remedy record reaches search distribution, Chrome, and Gemini. Later market indicators should be monitored separately rather than treated as immediate proof of remedy effects.
EnforcementOfficial record sourcerecord source
FTC Staff Report on AI Partnerships and Investments Study is the custody record encoded for this dated policy event.
EnforcementOfficial record sourcerecord source
Department of Justice Wins Significant Remedies Against Google is the custody record encoded for this dated policy event.
Showing 8 of 12 exact relationships. The complete filtered ledger remains available in 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.