Prime Sentia / Capabilities Atlas
00 · The operating layer

A field atlas of agents for AI visibility.

Twelve coordinated modules that move a brand from raw web evidence to citation-ready narrative — brand discovery, AI visibility audits, retrievability analysis, prioritized recommendations, and 30/60/90 execution plans, assembled into one operating program.

I.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.
II.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 / 13
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, and guardrails.

Outputs
  • Brand configuration artifact
  • Product and persona schema
  • Voice and guardrail rules
Retrieval signals
  • Normalized entity definitions
  • Reusable configuration layer
  • Consistent downstream prompts
Best surfaced for
brand configurationidentity normalizationguardrail setup
Updated March 8, 2026module 02 / 13
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 / 13
04
Idle:9001
Analysis

GEO Auditor

GEO Citation-Readiness Audit

GEO Auditor inspects onsite content for AI citation readiness by checking entities, structure, answer-first formatting, and retrieval-friendly evidence gaps.

Outputs
  • Citation-readiness audit
  • Entity and structure findings
  • Retrievability gap analysis
Retrieval signals
  • Onsite content inspection
  • Entity and citation checks
  • Answer-block readiness
Best surfaced for
citation-readiness auditonsite GEO analysisAI retrievability gaps
Updated March 8, 2026module 04 / 13
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 / 13
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 / 13
07
Idle:9007
Layer Rewrite

Brand Visibility Optimizer

Brand Visibility Layer

Brand Visibility Optimizer rewrites the brand visibility layer into a citation-ready HTML article that AI systems can quote as a stable narrative block.

Outputs
  • Brand visibility article
  • Machine-readable audit label
  • Claim, evidence, takeaway block
Retrieval signals
  • Canonical wording
  • Anchor-preserving rewrite
  • Standalone citation block
Best surfaced for
brand visibility layer rewritecitation-ready brand blockGEO HTML optimization
Updated March 8, 2026module 07 / 13
08
Idle:9008
Layer Rewrite

Citation-Readiness Optimizer

Citation-Readiness Layer

Citation-Readiness Optimizer rewrites audit content into an independently quoteable GEO block with explicit evidence formatting and machine-friendly structure.

Outputs
  • Citation-readiness article
  • Evidence-formatted paragraph set
  • Standalone retrieval block
Retrieval signals
  • Claim/evidence/takeaway structure
  • Quoteability optimization
  • LLM extraction readiness
Best surfaced for
citation-readiness layer rewritequoteable GEO blockAI extraction formatting
Updated March 8, 2026module 08 / 13
09
Idle:9009
Layer Rewrite

Structured Brand Optimizer

Structured Brand Layer

Structured Brand Optimizer rewrites the structured brand layer into a semantically stable HTML article with persistent anchors, labels, and reusable entity framing.

Outputs
  • Structured brand article
  • Persistent anchor block
  • Machine-readable semantic layer
Retrieval signals
  • Stable entity framing
  • Semantic HTML output
  • Anchor and label continuity
Best surfaced for
structured brand layersemantic GEO blockmachine-readable brand architecture
Updated March 8, 2026module 09 / 13
10
Idle:9010
Layer Rewrite

Roadmap Layer Optimizer

Recommendations and Roadmap Layer

Roadmap Layer Optimizer rewrites the recommendations and roadmap layer into publishable HTML so the next steps themselves become citation-ready content.

Outputs
  • Recommendations and roadmap article
  • Execution-focused GEO block
  • Reusable takeaway paragraph
Retrieval signals
  • Execution layer rewrite
  • Publishable roadmap framing
  • Standalone AI-quotable guidance
Best surfaced for
recommendations layer rewriteroadmap GEO contentcitation-ready execution block
Updated March 8, 2026module 10 / 13
11
Idle:9012
Capture

GEO Snapshot Agent

Take GEO Snapshot

Captures full GEO snapshots of web pages using a headless browser. Extracts structured data, meta tags, headings, links, images, and computes GEO signal scores.

Outputs
  • Take GEO Snapshot
Retrieval signals
  • Capabilities
Best surfaced for
agent mapping
Updated March 8, 2026module 11 / 13
12
Idle:9012
Performance

Core Vitals Auditor

Lighthouse Site Audit

Runs Lighthouse audits across all crawled pages to measure Performance, Accessibility, Best Practices, and SEO scores.

Outputs
  • Lighthouse Site Audit
Retrieval signals
  • Capabilities
Best surfaced for
agent mapping
Updated March 8, 2026module 12 / 13
13
Idle:9011
Task Resolution

GEO Task Resolver

Concrete Task Solutions

Task Resolver Agent digests specific tasks and produces concrete, step-by-step GEO solutions utilizing the brand context and recommendations.

Outputs
  • Concrete solutions
  • Execution steps
  • Tailored content blocks
Retrieval signals
  • Task resolution
  • Actionable execution
  • Context-aware generation
Best surfaced for
task resolutionGEO executioncontent generation
Updated March 8, 2026module 13 / 13