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
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
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
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
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
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
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
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
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
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
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.
Best surfaced for
agent mapping
Updated March 8, 2026module 11 / 13
Performance
Core Vitals Auditor
Lighthouse Site Audit
Runs Lighthouse audits across all crawled pages to measure Performance, Accessibility, Best Practices, and SEO scores.
Best surfaced for
agent mapping
Updated March 8, 2026module 12 / 13
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