# CMO Marketing Prover MCP for AI Agents AI Agent Connect > CMO Marketing Prover forces your AI to stop suggesting generic marketing advice and start thinking like a real CMO. It audits your marketing plan against five critical axes: category positioning, CAC payback, dark social attribution, intentional funnel friction, and budget allocation. It is for when you need a strategy that actually holds water, not just a tactical wishlist. ## Overview - **Category:** marketing - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_ktpFxBBflXYiF2XJarxfPjXEvFxOXp81drTu69uG/ai-agent-connect - **Tags:** cmo, marketing, cac, ltv, positioning, dark-social, attribution, brand ## Description Most people ask an AI for a marketing plan and get a list of generic best practices. It tells you to scale ads without explaining the payback period or suggests a frictionless funnel that just ends up attracting low-quality leads. This Connector changes that dynamic by acting as a high-level filter. It forces your agent to think about the math behind the marketing. It looks at where your CAC actually hits a diminishing return or how much of your direct traffic is actually just word-of-mouth from podcasts. When you use this through the Vinkius catalog, you are not just getting a summary. You are getting a stress test. It grills the AI on whether your brand has a clear enemy, if your pricing is visible enough to filter out tire-kickers, and if you are actually balancing long-term brand building with short-term performance capture. It turns a to-do list into a defensible strategy. You get a verdict matrix that highlights specific gaps like Positioning Weak or CAC Physics Blind. This ensures your marketing plan survives a board meeting and actually moves the needle on revenue. ## Tools ### validate_cmo_marketing Run a complete audit on a marketing plan to check for positioning, CAC, attribution, friction, and budget. It returns a clear pass or fail verdict with specific strategic gaps. ## Prompt Examples **Prompt:** ``` We want to be the fastest way to ship code. We'll spend all our money on Google Ads. Our funnel is super easy to join. ``` **Response:** ``` ### ❌ POSITIONING_WEAK Your strategy has five fatal gaps: * **Generic Positioning:** "Fastest way" is a feature comparison. You need to name an enemy or create a category. * **CAC Physics Blind:** Scaling ads without a payback model or diminishing return threshold is how you burn cash. * **Platform Trust:** You are ignoring dark social. 30-50% of your traffic likely comes from word of mouth. * **Friction Absence:** A "seamless" funnel often generates garbage leads that burn sales capacity. * **Budget Confusion:** 100% on performance causes a growth plateau. You need a brand investment. ``` **Prompt:** ``` We created 'Revenue Intelligence.' 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%. ``` **Response:** ``` ### ✅ MARKETING_PROVEN **Strategy validated. All five axes pass. Execute.** * **Positioning:** Category created. * **CAC Physics:** Modelled with payback. * **Attribution:** Dark social accounted for. * **Friction:** Intentional gates identified. * **Budget:** Balanced split defined. ``` **Prompt:** ``` We have 1M impressions but nobody is signing up. Is our content bad? ``` **Response:** ``` ### Strategy Audit Impressions without conversion is often vanity content. This indicates a messaging-market mismatch. **Next Steps:** 1. **Audit the Gap:** Is your value proposition clear in 5 seconds? 2. **Check Friction:** Is your CTA actually easy to complete? 3. **Test Variants:** Try 3 different positioning variants against conversion, not just impressions. Don't just produce more content. Fix the conversion bridge. ``` ## Capabilities ### Validate category positioning Check if your plan creates a new category or just claims to be better than the competition. ### Model CAC payback Calculate LTV and find the spend level where incremental costs exceed your returns. ### Audit dark social Account for self-reported traffic from podcasts and communities that platforms often miss. ### Assess funnel friction Identify where intentional barriers can disqualify bad leads and save your sales team time. ### Evaluate budget splits Ensure your spend balances brand awareness, performance capture, and experimental testing. ## Use Cases ### Validating a new category entry A founder wants to know if saying they are the fastest way to ship code is a real strategy. They use validate_cmo_marketing to force the AI to name a specific enemy or create a new category. ### Checking ad spend scalability A growth lead needs to see if scaling Meta ads will actually result in a positive payback period. They use validate_cmo_marketing to calculate the diminishing return threshold. ### Auditing a frictionless sign up A brand manager wants to know if their current easy sign up is just attracting junk leads. They use validate_cmo_marketing to find where intentional barriers should be added. ### Justifying brand spend A marketing team needs to justify why they are spending 30% on brand awareness instead of 100% on ads. They use validate_cmo_marketing to show the necessity of long term trust. ## Benefits - Stop wasting money on ads that have hit diminishing returns by using validate_cmo_marketing to check your payback physics. - Identify dark social gaps where your best leads are coming from but your dashboard can't see them. - Filter out low-quality leads by identifying where your funnel needs more friction to save sales capacity. - Move past better and faster tropes to create actual category leadership in your market. - Balance your budget so you do not plateau by only chasing existing demand instead of creating new demand. - Get a clear verdict matrix that highlights exactly where your strategy is weak before you spend a dollar. ## How It Works The bottom line is you get a stress-tested marketing strategy instead of a generic to-do list. 1. Paste your current marketing strategy or a new idea into your AI client. 2. Ask the agent to run the strategy through the CMO Marketing Prover. 3. Get a verdict matrix identifying specific strategic gaps and a pass or fail grade. ## Frequently Asked Questions **Can CMO Marketing Prover help me stop wasting money on ads?** Yes. It forces your AI to calculate your CAC payback and identify the diminishing return threshold so you know exactly when to stop spending. **How does CMO Marketing Prover handle dark social?** It identifies that platform dashboards often miss traffic from podcasts and word of mouth. It prompts your agent to account for this self reported data. **Does CMO Marketing Prover help with brand vs performance spend?** Yes. It ensures you are not putting 100% of your budget into performance ads, which leads to growth plateaus, but instead balancing brand and experimental spend. **Can I use CMO Marketing Prover to check my category positioning?** Yes. It checks if your plan is just claiming to be better than others or if you are actually creating a new category or naming a specific enemy. **What happens if my marketing plan fails the CMO Marketing Prover?** You will receive a verdict matrix that highlights specific gaps like Positioning Weak or CAC Physics Blind so you can fix them before launching. **Is CMO Marketing Prover good for small startups?** It is excellent for startups that need to be extremely efficient with their budget and need to prove their strategy works before scaling. **Why does it reject 'better and faster'?** '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. **What is dark social?** Word-of-mouth that platform attribution cannot track. Meta and Google take credit for conversions driven by podcasts, Slack mentions, and private DMs. Self-reported attribution ('How did you hear about us?') reveals the truth. **Why add friction to funnels?** Frictionless funnels generate garbage leads that burn sales capacity. Intentional friction — visible pricing, work email gates, use case selection — disqualifies bad fits before they reach Sales.