Enterprises fail for ignoring the market. Decision-making and valuable predictions embrace the market.
1. Research-based truth draws a resilient path for future growth according to the market
A price alone is just a number. As an exchange rate for product it is a complex signaling system. Good pricing systems are built for fast reaction to the market and outlast short distortions.
There is a need to find research-based truth that allows to draw a resilient path for future growth according to the market. The market includes customeres, supplier, competitors, investors and banks. Mathematics and advanced statistics with data from market research and finance calculations give a 3- to 5-year development pathway for growth and resilience.
2. How it works and why it delivers
- Dynamic Scenario Analysis: I utilize mathematical simulations and probability calculations to model market volatility, capital impact, and competitive response. Depending on the size of the investment this includes up to six scenarios.
- Capital Stress-Testing: Verifying if the proposed funding (Debt, Equity, Internal Funds) can support the actual market volatility and sales friction identified in the field.
- Risk Evaluation: Applying Game Theory to identify systemic risks and scenarios in the market strategy
- Distribution and Waterfall : for projects involving external funding (equity/debt), the model verifies the GP/LP Arithmetrics to ensure the commercial viability for all stakeholder tiers. This directly links market research to investor returns (IRR) and return on capital (ROC).
3. The project systematic and the 3-Step verification behind
- Step I: The Structural Audit: Evaluation of current market research and financial data to identify unrealistic assumptions, bad market sizing and hidden revenue leakage.
- Step II: Modeling & Calibration: Construction of the rational business model. This includes the integration of pricing levels, cost-to-serve matrices, and investment cycles.
- Step III: Delivery of the Decision-Support Engine: A finalized, validated model that provides factual knowledge for the Board, Investors, or Banks. They get the information they need for valid investment decisions.
4. Why this Systematic?
- Calculations improve awareness: I provide the model, which includes market volatility in the future.
- Decisions are based on market research and numbers that add up. Just relying on benchmarks of the past is too dangerous. My assumption is that trends are not linear.
- Proven Expertise: A Diploma Economist background ensures that the economy, industry, and production are treated as a unified system and the interconnectons are considered..
Pricing:
I offer three paid packages and a free tier. Lets start with the
Free Tier:
I need information about a business problem, typically about 50 words. This includes a link to the actual pricing structure I have to look at, for example a website. My Price Negotiation Tool offers a questionaire as structured way to enter this information. In the free tier I can only analyze one product or an investment in producing one thing. And do not forget to tell where you think the problem is, for example too much rebates, costs per sold product do not match the price, my competitors outcompete me, I think I undercharge and so on. You get one page of results.
Tier for Solopreneurs and specialised Niche Enterprises:
The first paid tier one is for solopreneurs and smaller teams. For 1079 € (900 € + German VAT) I analyze your prices and your market. The result is an optimisation of your pricing system and making it resilient for future challenges and not leaving money on the table. Waterfall simulation & distribution calibration is also included, if approbriate. That tells it will make investor, seller and buyer happy.
Tier for Larger Investments, large-scale Modeling for a Share of future Earnings:
For larger projects, I offer two transparent models: either 10% of the estimated future additional earnings for a performance-oriented approach.
Tier for Larger Investments, large-scale Modeling for a fixed price:
The charge is a fixed 2.5% of the investment sum (starting at 2,500 €). For investments exceeding 1 Million €/$, the rate is adjusted to 1.25% for structural growth modeling.
How my reports look:
My reports cover 3-5 pages and contain directly implementable measures with a short “why”. On demand I supply the full research.
My Handling of Messy and/or Compromised Data:
I provide specialized data consolidation for pricing systems currently trapped in fragmented environments. If your pricing logic is spread across Airtable bases, Excel sheets, or shop software, I migrate these isolated Data Silos into a validated relational structure. This eliminates the administrative latency of manual syncing and provides the technical floor for repeatable, SQL-based growth modeling and future predictions. This data consolidation is only partly included in the standard pricing,