Market landscape research
Organize market segments, demand signals, notable companies, recent developments, risks, and unanswered questions from public sources.
Turn a focused research question into a structured investigation of markets, competitors, audiences, and opportunities. MiniMax Agent can work across public webpages and organize findings for you to verify against their sources.
Describe the decision you need to make, the market you want to study, and the evidence you need.
Market research prompts
Choose a research starting point
Use AI-assisted desk research to collect public information, compare evidence, and expose the assumptions that still require primary research.
Organize market segments, demand signals, notable companies, recent developments, risks, and unanswered questions from public sources.
Use the workflow as a market analysis tool to compare competitor positioning, audiences, publicly available pricing, product claims, distribution, strengths, and visible gaps.
Synthesize public evidence about customer needs, objections, buying criteria, alternatives, and language to turn into testable hypotheses.
Review demand signals, competitors, routes to market, operational considerations, risks, and missing evidence before entering a new region or category.
Follow four different questions from web research to source-labeled evidence tables, transparent calculations, and decision-ready recommendations.
AI desk research is useful for secondary research, but it does not replace direct evidence from customers. Combine methods according to the decision and the evidence you need.
| Research decision | MiniMax Agent desk research | Survey platform | Interviews or research panel | Social listening platform |
|---|---|---|---|---|
| Best for | Exploring a market, comparing competitors, and structuring public evidence | Collecting standardized answers from people you can reach | Understanding motivations, language, context, and unmet needs | Monitoring public conversations on supported networks |
| Main evidence | Public webpages and the research context you provide | Responses submitted through a questionnaire | Direct qualitative responses from recruited participants | Public posts and engagement data available to the platform |
| Research type | Secondary research | Primary quantitative research | Primary qualitative research | Observational research |
| Typical output | Source-based findings, comparisons, hypotheses, and evidence gaps | Response data, distributions, and cross-tabulations | Notes, themes, quotes, and behavioral context | Conversation trends, themes, mentions, and sentiment signals |
| Important limitation | Public information can be incomplete, outdated, or inconsistent | Results depend on question design, sample access, and response quality | Small samples require careful recruitment and interpretation | Online conversations may not represent the whole target market |
Continue from market discovery to a report, presentation, or actionable project brief.
What an AI market research tool can help with, where its evidence comes from, and when to use another research method.
Market research tools help collect, organize, analyze, or present evidence about a market, its customers, and its competitors. Different tools support different methods, including desk research, surveys, interviews, panels, and social listening.