Market Analysis

Sep 7, 2025 ยท 2 min read

The market analysis tool demonstrates how Nodlin scripts can harness AI to generate structured insights on products, features, market size, growth prospects, and revenue potential. By defining a simple request and response format, an OpenAI node executes the analysis, returning results as interconnected nodes that can be further explored, shared, and integrated across the business.

This approach moves beyond unstructured text, enabling teams to collaborate, tailor analyses with custom scripts, and project potential user bases and revenue forecasts. The provided OpenAI agent is open source and easily reconfigurable, making it a flexible foundation for building more advanced decision-support tools.

The market analysis package consists of a number of nodes:

  • the central market analysis node where you define the type of tool you are researching and features it provides
  • the tool node, which has been found to be relevant by the AI, with options to expand on target market, features, market share and pricing
  • the market share node, which provides the market share of the product and how it was arrived at
  • the target market node, which provides the target market of the product
  • the features node, which provides the features of the product, and
  • the pricing node, which provides detail on how the procuct is priced in the market

Overall view of the market analysis tool

Please note that this is only an example of how you can use openAI in your scripts. This script was developed as a 2 day exercise and many improvements that could be made.

Structuring the requests requires knowledge of openAI schemas and formatting. A good IT person with basic python experience can create a suite of scripts to tailor the requests to your needs.

Creating responses as a nodlin is an improvement on the text stream responses in an organisation where the information needs to be shared. The ability to integrate with other tools and flows in your business is a key benefit of nodlin. The detail obtained from the market analysis can be used to project a potential user base, and revenue growth forecast for a product.

The openAI agent is provided open source as an example of an external agent that can be reconfigured for your own needs (and internal LLMs).