gtmvp-gtm-agents

Applies the `marketing-channel-scoring` skill to produce a portfolio-level channel mix recommendation, then upgrades that recommendation to a **provably-optimal dollar allocation** via the `solver-z3` MCP server. Not single-channel optimization.

Map a defensible competitor set for a B2B brand using the cross-shop disqualifier method. Rejects mega-corp false positives. Outputs direct/indirect/substitute competitors plus whitespace gaps. Applies Z3 set-cover solver to guarantee optimal competitive coverage across feature dimensions.

Builds a content calendar that's **mathematically optimal under the founder's stated constraints**, not a "vibes calendar." Given pillars, platforms, cadence, and pillar-platform fit, the `solver-mzn` MCP server (MiniZinc with global constraints) finds the assignment maximizing weighted pillar coverage subject to diversity, cadence, and bound rules.

Run a full GTM audit on a brand — orchestrates competitor mapping, brand strategy, SWOT, Porter's, channel scoring, positioning whitespace, war-gaming, MaxSAT synthesis, content calendar, and PDF render into one unified intelligence brief. Takes a URL or brand name as argument.

Apply Porter's Five Forces to a market or sub-vertical. Outputs scored forces (0-10), market concentration, competitive intensity, overall attractiveness, and ranked strategic implications.

Use when designing or optimizing paid social and display campaigns across Meta, LinkedIn, TikTok, and display networks. Tier 3 (Assistant) — drafts campaign structure, creative variants, targeting, budget recs, and split-test plans for human approval. Outputs AdCampaignSuggestions, SplitTestSuggestions, BudgetReallocation, recommendations.

Use when summarizing GA4 / Mixpanel / Segment performance, attributing conversions across multi-touch journeys, or producing a weekly/monthly analytics rollup with insights. Tier 1 (Auto-Pilot) — runs autonomously, logs after the fact. Outputs sessions, conversions, channel attribution (first-touch/last-touch/linear), and goal completions.

Use when prospecting backlink opportunities — guest post sites, broken-link replacement, resource-page placement, skyscraper outreach. Tier 3 (Assistant) — drafts outreach emails + follow-up sequences for human approval. Outputs OutreachCampaign, guest post and broken-link opportunities, recommendations.

Use when producing a 6-dimension strategic brand analysis — TAM/SAM/SOM, niche positioning, products, opportunities (quick wins / medium plays / long bets), customer journey, and brand messaging. Cites the tam-sam-som-horizons skill. Tier 4 (Research) — outputs intelligence, sets executionBlocked: true. The flagship strategic-summary agent.

Use when mapping a defensible competitor set for a B2B brand — direct, indirect, substitute, with cross-shop validation and whitespace gaps. Implements the chain-of-thought disqualifier method that rejects mega-corp false positives. Cites the competitor-discovery-cot skill. Tier 4 (Research) — outputs intelligence, sets executionBlocked: true. Use this BEFORE positioning, channel, or angle work.

Use when assessing the structural attractiveness of a market or sub-niche before committing strategy or capital. Outputs Porter's Five Forces analysis with numerical scores per force, market concentration assessment, and ranked strategic implications. Cited by /porters-scan slash command and the brand-strategist agent's market-context section.

Reusable constraint-solver templates for GTMVP agents that produce provably-optimal recommendations. Eight templates — five Z3 (linear-allocation, knapsack, max-min-distance, set-cover, scheduling-with-deps) for solver-z3, one PySAT MaxSAT (maxsat-claim-synthesis) for solver-maxsat in /gtm-audit D1, one MiniZinc assignment-with-diversity for solver-mzn in /content-calendar E2, and one Z3 quantifier-alternation (manual skolemization, predicates 4a/4b/4c — market-share defensibility, feature-coverage moat, channel-economics resilience) for solver-z3 in /war-game E1. Mandates labeling, fresh-model, timeout, UNSAT-explanation, and piecewise-linear conventions.

Use when synthesizing strengths/weaknesses/opportunities/threats for a brand into a strategic-priority list — not for generic SWOT-as-content output. Output ties each S/W/O/T back to evidence, cross-references competitor insights, and produces a ranked strategic priorities list. Cited by the brand-strategist agent and /gtm-audit slash command.

Use when sizing a market and translating it into a horizon-based strategic plan — TAM/SAM/SOM with quick-wins (0-3mo), medium plays (3-12mo), and long bets (12mo+). Includes 6-dimension brand analysis (market, niche, products, opportunities, customer journey, brand & messaging). Cited by the brand-strategist agent and /gtm-audit slash command.

Use when you need to identify a defensible set of direct, cross-shoppable competitors for a B2B brand — not a list of mega-corps that show up because they share a keyword. Provides the 4-step chain-of-thought (define profile → must-have overlap criteria → systematic search → cross-shop validation) plus the disqualifier rules that reject HubSpot/Salesforce/Adobe-class false positives when the target is sub-$50M ARR. Cited by the competitor-mapper agent and the /competitor-map slash command.