Prime Sentia / Capabilities Atlas
00 · The operating layer

A field atlas of agents for AI visibility.

Eight active pipeline modules that move a brand from raw web evidence to structured recommendations — brand discovery, Wikidata EEAT synchronization, AI visibility audits, retrievability analysis, prioritized recommendations, on-demand task resolution, and 30/60/90 execution plans assembled into one operating program.

The orchestrator

OrchestratorPort :9000Idle
Orchestrator

GEO Strategist

End-to-End GEO Strategy

GEO Strategist orchestrates the full workflow from brand context to audit, recommendations, and execution planning so every output lands in one consistent GEO program. Coordinates the full GEO pipeline across brand context, external visibility, onsite audit, recommendations, and 30/60/90 execution planning.

Primary outputs03
  • Unified GEO strategy
  • Cross-agent synthesis
  • End-to-end execution flow
Retrieval signals03
  • Pipeline orchestration
  • Cross-source synthesis
  • Consolidated final outputs
Best surfaced for
end-to-end GEO strategymulti-agent orchestrationAI search program design
Orchestration pipeline06 stages
  1. Identity
    01
    Brand Scout
    Brand Context Extraction
  2. Configuration
    02
    Brand Configurator
    Brand Configuration Artifact
  3. Visibility
    03
    Brand Audit
    AI Visibility and Commerce Audit
  4. Analysis
    04
    GEO Auditor
    GEO Citation-Readiness Audit
  5. Strategy
    05
    GEO Recommender
    GEO Actionable Recommendations
  6. Execution
    06
    GEO Improvement Planner
    GEO Implementation Roadmap
The Strategist conducts every stage above, forwards each artifact, and reconciles outputs into a single GEO program.

Agent index

01
Idle:9004
Identity

Brand Scout

Brand Context Extraction

Brand Scout converts a public website into a machine-readable brand brief with company identity, product scope, audience clues, and on-page voice signals.

Outputs
  • Company identity
  • Product and persona extraction
  • Voice, domain, and signal inventory
Retrieval signals
  • Public URL crawl
  • On-page entity extraction
  • Structured brand context
Best surfaced for
brand context extractionwebsite signal mappingpersona discovery
Updated March 8, 2026module 01 / 07
02
Idle:9005
Configuration

Brand Configurator

Brand Configuration Artifact

Brand Configurator turns raw brand evidence into a reusable configuration artifact that standardizes products, personas, tone, domains, guardrails, and Wikidata identity references where the brand has connected them.

Outputs
  • Brand configuration artifact
  • Product and persona schema
  • Wikidata EEAT synchronization
Retrieval signals
  • Normalized entity definitions
  • Wikidata-linked identity signals
  • Consistent downstream prompts
Best surfaced for
brand configurationidentity normalizationWikidata brand synchronization
Updated March 8, 2026module 02 / 07
03
Idle:9006
Visibility

Brand Audit

AI Visibility and Commerce Audit

Brand Audit measures how visible and understandable a brand is across answer engines, commercial prompts, and AI search perception signals.

Outputs
  • AI visibility audit
  • Commerce readiness findings
  • Priority gaps and market signals
Retrieval signals
  • External answer-engine checks
  • Perception and visibility evidence
  • Gap prioritization
Best surfaced for
AI visibility auditLLM perception analysisAI commerce readiness
Updated March 8, 2026module 03 / 07
04
Idle:9001
Analysis

GEO Auditor

GEO Citation-Readiness Audit

GEO Auditor inspects onsite content for AI citation readiness using the pre-registered signal set documented at DOI 10.17605/OSF.IO/XCG7J.

Outputs
  • Citation-readiness audit
  • Entity and structure findings
  • Pre-registered signal findings
Retrieval signals
  • Onsite content inspection
  • Entity and citation checks
  • OSF pre-registered methodology
Best surfaced for
citation-readiness auditonsite GEO analysispre-registered GEO methodology
Updated March 8, 2026module 04 / 07
05
Idle:9002
Strategy

GEO Recommender

GEO Actionable Recommendations

GEO Recommender transforms audit findings into prioritized actions that improve citation likelihood, content coverage, entity clarity, and distribution readiness.

Outputs
  • P1 and P2 recommendations
  • Content and entity actions
  • Distribution improvement plan
Retrieval signals
  • Priority scoring
  • Actionable content changes
  • Citation growth opportunities
Best surfaced for
GEO recommendationscitation growth strategycontent prioritization
Updated March 8, 2026module 05 / 07
06
Idle:9003
Execution

GEO Improvement Planner

GEO Implementation Roadmap

GEO Improvement Planner converts recommendations into a 30/60/90-day roadmap with owners, dependencies, timing, and measurable KPIs for execution.

Outputs
  • 30/60/90 roadmap
  • Owners and dependencies
  • Execution KPIs
Retrieval signals
  • Implementation sequencing
  • Operational planning
  • Measurable rollout framework
Best surfaced for
implementation roadmapexecution planningGEO KPI planning
Updated March 8, 2026module 06 / 07
07
Idle:9011
Task Resolution

GEO Task Resolver

Concrete Task Solutions

Task Resolver Agent handles selected dashboard tasks on demand and produces concrete, step-by-step GEO solutions using the brand context and recommendations.

Outputs
  • Concrete solutions
  • Execution steps
  • Tailored content blocks
Retrieval signals
  • On-demand task resolution
  • Actionable execution
  • Context-aware generation
Best surfaced for
task resolutionGEO executiondashboard task guidance
Updated March 8, 2026module 07 / 07