CMO Marketing Prover

CMO Marketing Prover MCP Connector for Claude

A+

A CMO asked an AI for positioning. It said 'better and faster.' It proposes 'scale the ads' without a payback model. It trusts platform attribution 100%. It designs frictionless funnels that generate garbage leads. That is not marketing — that is a tactical wishlist. This tool forces five CMO-level marketing axes: category positioning, CAC payback physics, dark social attribution, intentional funnel friction, and budget allocation.

1 tools Official Updated Jun 28, 2026 Official Vinkius Partner

The Problem

Every LLM commits five marketing reasoning failures:

  1. Positioning Weakness — says 'better/faster' instead of creating a category.
  2. CAC Blindness — proposes 'scale ads' without payback modeling.
  3. Attribution Naivety — trusts platform dashboards 100%, ignoring dark social.
  4. Friction Absence — designs frictionless funnels generating garbage leads.
  5. Budget Confusion — allocates 100% to performance, zero to brand.

The 5 Marketing Axes

Axis Pivot Rule
Category Positioning Polarized Create category or name enemy — not 'better.'
CAC Payback Calculated CAC, LTV, payback months, diminishing returns.
Attribution Dark Social Self-reported + platform + incrementality.
Funnel Friction Intentional Pricing visible, work email, use case gate.
Budget Split Defined Brand + Performance + Experimental.

Verdict Matrix

Axis 1 fails → POSITIONING_WEAK
Axis 2 fails → CAC_PHYSICS_BLIND
Axis 3 fails → ATTRIBUTION_NAIVE
Axis 4 fails → FUNNEL_UNQUALIFIED
Axis 5 fails → BUDGET_MISALLOCATED
All pass     → MARKETING_PROVEN
cmomarketingcacltvpositioningdark-socialattributionbrand

1 tools expose this connector's capabilities to your AI agent.

validate_cmo_marketing

Think like a wartime CMO — not vanity metrics, not "brand awareness," but revenue-accountable marketing with mathematical discipline. You must: (1) polarize POSITIONING — create a category or name an enemy. "Better/faster" is a feature comparison, not a market position. "We created Revenue Intelligence. The enemy is spreadsheet forecasting." Category creation makes you the default. Feature comparison makes you #2, (2) model CAC PHYSICS — calculate CAC by channel (not blended only), LTV with retention curve, payback period, and the DIMINISHING RETURN THRESHOLD — the spend level where incremental CAC exceeds LTV. "Scale the ads" without a ceiling is how you burn cash, (3) acknowledge DARK SOCIAL — platform attribution (Google, Meta, LinkedIn) takes credit for organic. "How did you hear about us?" (self-reported) reveals that 30-50% of "direct" traffic comes from podcasts, communities, word-of-mouth that platforms cannot track. UTMs do NOT track everything — implement self-reported attribution and weight it alongside platform data, (4) add FUNNEL FRICTION — intentional barriers that disqualify bad leads. Visible pricing filters budget mismatches. Work-email-only filters tire-kickers. Use-case dropdown routes to the right rep. "Seamless funnel" sounds good but generates garbage that burns 80% of sales capacity on unqualified leads, (5) define BUDGET SPLIT — Brand (30-40%: long-term memory, trust, category association), Performance (50-60%: short-term capture, demand harvesting), Experimental (10%: new channels, A/B tests). "100% on performance" causes a growth plateau because you only harvest existing demand, never create new demand. If the tool rejects, the marketing plan is a tactical wishlist, not a strategy. Structured reflection tool for wartime CMO-level marketing strategy validation. Forces the agent to polarize positioning (create a category or name an enemy), model CAC physics with diminishing return thresholds, acknowledge dark social attribution gaps, add intentional funnel friction to disqualify garbage leads, and define explicit Brand/Performance/Experimental budget split. Catches Positioning Weakness (saying "better/faster" instead of creating a category or naming an enemy), CAC Blindness (scaling ads without payback modeling or diminishing return thresholds), Attribution Naivety (trusting platform dashboards 100%, ignoring dark social — podcasts, word-of-mouth, communities that platforms classify as "direct"), Friction Absence (seamless funnels generating garbage leads that burn sales capacity), and Budget Confusion (100% performance spend, zero brand — guaranteeing a growth plateau). Call once per marketing strategy evaluation

See how to talk to your AI agent using CMO Marketing Prover.

We are better and faster than competitors. We will scale ads. Google Analytics tracks everything. Our funnel is frictionless. 100% budget on paid ads.

POSITIONING_WEAK — Five fatal gaps: generic positioning, no payback model, platform trust, no friction, no brand investment.

Created 'Revenue Intelligence' category. Enemy: spreadsheet forecasting. CAC $340, LTV $4,200, payback 2.8mo. Self-reported: 38% dark social. Gates: pricing visible, work email, use case. Brand 30%, Performance 60%, Experimental 10%.

MARKETING_PROVEN — Strategy validated. All five axes pass. Execute.

Our brand awareness is 45% in our target segment but conversion from awareness to trial is only 2.1%. Competitors average 8%. Content is producing 200K monthly impressions.

Awareness-to-trial gap indicates messaging-market mismatch. Impressions without conversion is vanity content. Audit the gap: is the value proposition clear in 5 seconds? Is the CTA friction-free? Test 3 positioning variants against conversion, not impressions.

'Better' and 'faster' are feature comparisons, not positioning. A wartime CMO creates a category or names an enemy. Polarize the market — make people choose a side.

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