Analysis of existing published information - competitive research, market data, customer reviews, analyst reports, academic literature - to establish a knowledge baseline before primary research.
| Question it answers | What is already known about this market, competitor, or customer segment? What gaps require primary research? |
|---|---|
| Participants & timing | No participants needed · 2-3 weeks research and synthesis |
| AI compatibility | AI searches and summarizes sources, extracts key data points, identifies contradictions between sources, and organizes findings by theme. |
| Output | Market/competitive overview, customer/market insights summary, research gaps identified, primary research recommendations |
A 1,000-person Gartner survey carries more weight than a random blog post. Evaluate source credibility: who conducted the research, sample size, methodology, and recency.
Finding sources that confirm your hypothesis while overlooking contradictory data. Actively look for contrary evidence; if it is strong, update your view.
Finding a great insight but forgetting the source means you cannot validate or cite it later. Organize findings with URL, direct quote, and date accessed from the start.