The AuthoritySignal AI Platform
The AI Visibility, Authority & Growth Intelligence Platform for Real Estate: observe current visibility, understand the evidence, diagnose gaps, improve supportable authority signals, and verify what changed.
AuthoritySignal measures how AI systems understand and surface a professional or organization. It connects those observations to verified public authority evidence, identifies supportable improvements, helps publish approved authority information, supports opportunity capture where deployed, and measures change over time.
The broader operating model is Measure → Diagnose → Improve → Publish → Convert → Verify.
AuthoritySignal can remeasure supported visibility and evidence after meaningful changes so customers can see what changed over time. Independent AI systems remain outside AuthoritySignal's control, so results are reported as observations rather than guaranteed or causal outcomes. Lifecycle: Measure again → compare supported evidence → report what changed.
The core organizational progression is Professional → Office → Region. Professionals can set their market, service areas, neighborhoods, specialties, positioning, target-client context, and primary focus. Team and enterprise workspaces are separate configured views; availability and provider observations depend on account configuration.
For live AI visibility measurement, AuthoritySignal supports configured integrations across major AI providers including OpenAI / ChatGPT, Perplexity, Anthropic / Claude, and Google Gemini. Availability depends on the configured integration and observation context.
A research study may use only a subset of these integrations. Study-specific provider and model details belong to the applicable dated research methodology and do not define the platform's full live-visibility coverage.
Authority Hub, Authority Graph, and the operating loop
Authority Hub is the authenticated workspace where a professional defines desired categories, specialties, markets, and authority focus; compares desired positioning with supported observations; receives grounded prioritized actions; drafts and edits an authority narrative; approves it; and explicitly publishes eligible public authority information. Generated drafts and desired positioning are private unless separately approved. Public Authority Profiles do not require AIRA-active status; AIRA is a separate certification and activation layer.
The current evidence loop is Observe → Understand → Diagnose → Improve → Verify; the broader operating model is Measure → Diagnose → Improve → Publish → Convert → Verify. AuthoritySignal connects time-stamped provider observations where configured and readiness diagnostics to entity, trust, authority, local-relevance, and content evidence. It prioritizes improvement work and supports evidence rechecks or relevant stable-query retesting where comparison is appropriate.
The Authority Graph is AuthoritySignal's proprietary relationship intelligence layer. It connects verified professional identity with relevant markets, expertise, public evidence, and authoritative sources so AuthoritySignal can produce stronger authority intelligence while preserving provenance and privacy. The supported organizational progression is Professional → Office → Region. It preserves provenance, lifecycle, first-seen, and last-confirmed information; it is not a causal or predictive recommendation model.
Competitive Authority Comparison is available where sufficient comparable evidence exists. It compares supported observable authority differences across broad areas such as identity, evidence, relevance, reputation, source strength, and freshness. The comparison preserves evidence limits and is not predictive, causal, or a guarantee of an AI recommendation. Authority Refresh / AI Discovery Refresh is available through the enterprise platform where configured. It helps publish approved authority updates and verify rediscovery or later observations where supported. AuthoritySignal does not control independent crawlers or AI systems and does not guarantee a recrawl, recommendation, or model update.
Public Authority Profiles create structured, machine-readable surfaces for verified identity, expertise, markets, credentials, organizational relationships, and authoritative source links; they are the approved publishing layer and help discovery without controlling model outputs. Organizational intelligence is the authorized rollup and comparison layer.
LIVE / PROVEN capabilities: Multi-provider AI visibility measurement and evidence-gated diagnostics; Competitive Intelligence and supported authority comparisons where qualifying evidence exists; Remeasurement and verification of supported visibility and evidence changes; Authority & Evidence Intelligence, Authority Hub workflows, and approved Public Authority Profiles; Recruiting intelligence, office reports, and organization visibility where configured; Campaign Center content activation across supported authority-building formats; Listing Visibility and Property Intelligence, including Property Strategy Reports; Hosted property landing pages with consumer inquiry capture
LIVE / PROVEN — ENTERPRISE-MANAGED capabilities where configured: Authority Refresh / AI Discovery Refresh is available through the enterprise platform where configured. It helps publish approved authority updates and verify rediscovery or later observations where supported. AuthoritySignal does not control independent crawlers or AI systems and does not guarantee a recrawl, recommendation, or model update.
CONTROLLED BETA / ENTERPRISE PILOT capabilities where deployed: Selected brokerage or regional web experiences where deployed; Selected enterprise data and property integrations where deployed; Expanded recruiting and consumer opportunity routing where deployed
ROADMAP: Additional self-serve guidance, automation, and integration capabilities will be announced when supported and verified.