Evidence
Fictional records, research notes, metrics, and constraints.
THE SYSTEM BEHIND THE DEMO
Eleven specialist agents.
One governed growth system.
A portfolio architecture that turns fictional go-to-market evidence into traceable decisions—using focused agents, reusable skills, deterministic calculations, and explicit human approval points.
NEW GROWTH WORKFLOWS
More leverage where
judgment matters most.
The new ideas are integrated into the existing system instead of creating duplicate agents. Three specialists gain deeper operating modes; AI Visibility joins as the eleventh specialist.
Cross-channel analyst
Growth Command reconciles analytics, ad, CRM, email, and social data; explains changes; forecasts pacing; and recommends the next test.
$gtm-growth-commandPage systems at scale
Experience AI turns approved signals into a reusable page schema, evidence-backed variants, fallbacks, duplication checks, and controlled tests.
$gtm-experience-aiPerformance creative loop
Creative Studio reads comparable recent results, detects fatigue, creates controlled variants, and preserves a useful experiment log.
$gtm-creative-studioAI visibility system
The new strategist records answer-engine observations and prioritizes question gaps, credible citations, disclosed community work, and honest reviews.
$gtm-ai-visibilityTHE AGENT TEAM
Focused specialists.
Composable skills.
01LIVE PROTOTYPE
Growth Command Analyst
growth_command_analyst
Reconciles cross-channel data, diagnoses funnel and attribution changes, forecasts pacing, and frames the next executive growth decision.
- SKILL
- $gtm-growth-command
- PRODUCES
- Executive decision brief
Guardrail Separates observed facts, calculations, assumptions, and recommendations.
02LIVE PROTOTYPE
Revenue Prioritization Agent
revenue_prioritization_agent
Scores B2B accounts using explainable fit and intent signals, then recommends routing and next-best actions.
- SKILL
- $gtm-revenue-agent
- PRODUCES
- Ranked accounts + draft outreach
Guardrail Outreach remains a reviewable draft until explicitly approved.
03LIVE PROTOTYPE
Market Radar Researcher
market_radar_researcher
Detects meaningful competitor changes across pricing, product, positioning, advertising, reviews, and releases.
- SKILL
- $gtm-market-radar
- PRODUCES
- Evidence-linked response brief
Guardrail Preserves source IDs and lowers confidence when evidence conflicts.
04LIVE PROTOTYPE
Customer Signal Strategist
customer_signal_strategist
Synthesizes interviews, reviews, tickets, and win/loss notes into segment insights and grounded positioning.
- SKILL
- $gtm-customer-signal
- PRODUCES
- Insight map + EN/ZH messaging
Guardrail Never invents quotations or presents weak themes as consensus.
05LIVE PROTOTYPE
Experiment Design Agent
experiment_design_agent
Turns ambiguous growth problems into prioritized hypotheses, measurement plans, guardrails, and decision rules.
- SKILL
- $gtm-experiment-studio
- PRODUCES
- Experiment card + readout plan
Guardrail Defines success, failure, and stopping conditions before launch.
06EXPANDED SYSTEM
Capital Allocation Agent
capital_allocation_agent
Recommends constraint-aware investment mixes using marginal return, saturation, capacity, and forecast ranges.
- SKILL
- $gtm-capital-optimizer
- PRODUCES
- Staged reallocation plan
Guardrail Makes uncertainty and operational constraints explicit.
07EXPANDED SYSTEM
Experience Personalization Agent
experience_personalization_agent
Selects a web experience—or a governed matrix of landing pages—from allowed signals, then defines proof, fallback, quality checks, and a controlled test.
- SKILL
- $gtm-experience-ai
- PRODUCES
- Personalization decision
Guardrail Uses only approved firmographic and behavioral signals.
08EXPANDED SYSTEM
Market Launch Strategist
market_launch_strategist
Compares adjacent markets and builds an evidence-gated entry thesis, ICP, positioning, channels, and roadmap.
- SKILL
- $gtm-market-launcher
- PRODUCES
- 90-day validation roadmap
Guardrail Treats market entry as a staged thesis, not a foregone conclusion.
09EXPANDED SYSTEM
Journey Orchestration Agent
journey_orchestration_agent
Designs behavior-triggered onboarding, adoption, expansion, renewal, and win-back journeys across channels.
- SKILL
- $gtm-journey-agent
- PRODUCES
- Journey map + suppression rules
Guardrail Includes frequency limits, suppression, escalation, and approvals.
10EXPANDED SYSTEM
Creative Strategy Agent
creative_strategy_agent
Turns a campaign goal and comparable recent performance into grounded territories or controlled variants with fatigue checks and a reusable test log.
- SKILL
- $gtm-creative-studio
- PRODUCES
- Creative territories + test plan
Guardrail Grounds claims in supplied evidence and preserves brand constraints.
11NEW LIVE PROTOTYPE
AI Visibility Strategist
ai_visibility_strategist
Audits answer-engine visibility and prioritizes evidence-led GEO content, credible citations, authentic community participation, and honest review programs.
- SKILL
- $gtm-ai-visibility
- PRODUCES
- Traceable visibility backlog
Guardrail Rejects fake reviews, sockpuppets, undisclosed UGC, and guaranteed ranking claims.
ORCHESTRATION LAYER
The GTM Lab Director
gtm_lab_director routes cross-tool briefs to the right specialists, reconciles overlaps, and returns one coherent recommendation using $gtm-lab-demo.
INTERVIEW DEMO PROMPT
Run the GTM AI Lab portfolio demo for NexaServe. Start with the growth decision, show which specialist agents you delegate to, preserve evidence IDs, and end with one approval-ready decision brief.
DESIGNED FOR TRUST
Governance is part of
the product—not a footnote.
The demo makes the system’s boundaries inspectable. That matters as much as the quality of any single recommendation.
Evidence lineage
Source IDs travel with claims so a reviewer can find the record behind the recommendation.
DecisionPacket schema
A shared machine-readable contract keeps facts, assumptions, options, confidence, and approvals distinct.
Behavioral checks
Regression criteria test honesty, math discipline, missing-evidence handling, and human-control boundaries.
Human approval
Messages, budget changes, routing, and other external actions remain drafts or simulations until approved.
SEE IT IN ACTION