
Market Analysis Tool: Your First AI-Generated Market Report Step by Step
Step-by-step from entering your market or industry to downloading a complete market intelligence report, including how to customise focus areas and interpret ea...

Step-by-step guide on generating a complete AI intelligence report, including what each section means and how to act on it.
Manual company research takes hours. This guide compresses it to minutes by walking through exactly what to enter, what to expect from each section, and how to turn the output into something you can actually act on before your next call or decision. For a broader overview of what company analysis covers and how different teams use it, see how to research any company with AI .
Three things before your first run:
No API keys, data connectors, or configuration steps. The agent handles the research layer automatically once you provide the company name.
Search for the Company analysis Agent in your library and open it, or try it for free online . Type the company name into the chat interface. The agent takes a single company name as the input. No URL required, no structured form to fill out.

Be specific if the name is ambiguous. “Stripe” works. “Payments company” does not. For very common names, adding a clarifying detail, such as the industry, the country, or the primary product, ensures the agent targets the right entity.
Tips for better input:
Once you submit, the agent begins gathering context from multiple sources — the company’s own digital presence, press coverage, industry databases, and public funding records. This runs automatically, with no further input needed on your end.
The default run produces a full-spectrum report covering all 13 analytical dimensions. For a first session with an unfamiliar company, leave the default in place, since the full output frequently surfaces useful context you did not know to look for.
If your use case is narrower or you need information that’s not included, you can always adjust the agent’s prompt, or try to direct the analysis through the chat interface.
This business intelligence workflow approach saves time once you know which dimensions are most relevant to your decision. For a first run, the full output gives you a baseline before you start narrowing the scope on subsequent sessions.
The first section of every report is the company overview. Read this before the more detailed sections, as it provides the anchoring context that makes the rest of the report interpretable.
The overview covers: what the company does, its core products or services, its primary target markets, its value proposition, the key leadership context, and the geographic scale. This is the answer to “what is this company and what does it actually do?”
After the overview, the report goes deep into the company information:
The following two sections of the report cover the financial picture: investments and funding, and financial and unit economics.
Investments and funding covers the full funding history, including historical rounds, lead investors and co-investors, strategic grants, portfolio relationships, and any signals from the financing structure about growth trajectory. For private companies, this section gives you the clearest view of who backs the company and at what stage it currently sits.
Financial and unit economics covers revenue figures, growth rates, margins, cost structure, and financial forecasts where data is publicly available. For private companies without published financials, the agent clearly labels which figures are estimates and which are confirmed, rather than presenting uncertain numbers as fact.
What to do with this data:
The market and industry section of the report covers the competitive landscape, market size and segmentation, growth trends, and the company’s strategic advantages and key risks. This is where you find the answer to “where does this company sit relative to its rivals?”
Reading this section effectively means looking for three things:
Who they are measured against. The competitive landscape subsection names the companies most frequently compared to the subject. For a sales call, these are the vendors your prospect has likely already spoken to. For an investment evaluation, these are the benchmarks against which the company’s positioning will be judged.
Where they claim to win. The strategic advantages subsection reflects how the company positions its own differentiation. This is self-reported, so treat it as a signal of how they pitch, not as a verified verdict.
Where the risks are. The key risks subsection surfaces competitive vulnerabilities, market dependencies, or structural threats. These are useful in a sales context for anticipating defensive objections, and in an investment context for pressure-testing the growth thesis.
For deeper market-level analysis on the industry surrounding a company, the AI product analysis tool extends this to product-level competitive intelligence for any specific product in the company’s portfolio.
The Company Analysis Agent outputs a structured, decision-ready report in the chat interface. The output is designed to be used immediately, and you can set it up to output directly into the tools you already work in. Common patterns:
For recurring account tracking, FlowHunt supports scheduled workflow runs. Set a monthly run for key accounts and a quarterly run for a broader watchlist, each time producing a fresh report in the same format, making it easy to spot what has changed since the last run.
Start with a single default run, and then work from there, adjusting the workflow. Open the Company Analysis Agent, type the name of the company most relevant to your next decision, and read the output. The rest of the workflow follows naturally once you have seen what the report contains.
Maria is a copywriter at FlowHunt. A language nerd active in literary communities, she's fully aware that AI is transforming the way we write. Rather than resisting, she seeks to help define the perfect balance between AI workflows and the irreplaceable value of human creativity.

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