Market analysis tool for decisions you have to defend

Market analysis goes wrong when it starts with a pile of data and hopes a conclusion will appear. It goes right when it starts with a question someone has to answer, for example should we launch payroll software for small businesses in Germany next year. That question tells you which segments matter, which competitors to profile and which numbers to estimate.

In MarketAgent you type the question in plain language in the research module. The agent breaks it into sub questions, gathers sources and returns a structured report that ends with an answer and the evidence behind it, not a list of links.

A solid market analysis covers the same core blocks whatever the industry. The market map shows segments and players on a positioning grid. Sizing gives TAM, SAM and SOM with the method spelled out. Competitive structure looks at how concentrated the market is and how hard it is to enter.

• Segments, by customer size, use case, region or price band
• Players in each segment, with pricing and positioning
• Market size, built bottom up or top down, with each input sourced or labelled Estimate
• Demand drivers, such as regulation, technology shifts and buyer behaviour
• Competitive forces, including buyer power, switching costs, substitutes and new entrants
• Gaps, meaning segments that are underserved or overpriced

The weakest part of most market analyses is the size number. A single figure copied from a paid report cannot be explained or adjusted. MarketAgent shows the calculation instead, for example number of target companies multiplied by adoption share multiplied by average contract value, with a source for each input. When an input is inferred it is marked Estimate, so you know exactly which assumption to challenge.

Our guide to market sizing explains the bottom up and top down methods in detail, and the payroll software in Germany sample report shows a finished example.

A market analysis is usually out of date within a quarter. Prices move, a competitor raises a round, a regulation shifts. Because MarketAgent can keep monitoring the companies in your map, the analysis stays connected to what happens next, and the weekly brief tells you when an assumption behind your decision has changed.

Example, labelled as an example. A team maps the German payroll market, decides to enter the small business segment and sets an alert for price changes at the three leaders. Two months later one leader adds a cheaper tier for companies under ten employees. The alert arrives the same week, with a link to the pricing page, and the team revisits its entry price before launch rather than after. For VC and PE teams the same routine supports due diligence and portfolio monitoring.