Research prompts
Size the market for [PRODUCT/SERVICE]. Who buys it: [THE BUYER, AS SPECIFICALLY AS POSSIBLE] What they pay and how often: [PRICE + FREQUENCY, or your best assumption] Geography and segments in scope: [WHERE AND WHO] Data I have: [CUSTOMER COUNTS, INDUSTRY FIGURES, SURVEY DATA, YOUR OWN CONVERSION RATES] Why I need this number: [FUNDRAISI
Market Sizing
Build a bottom-up market size you can defend: explicit assumptions, a sanity check from the top down, and the number that would break it.
Design a survey for me. The decision this survey should inform: [WHAT WE WILL DO DIFFERENTLY DEPENDING ON THE ANSWER] What I currently believe: [THE HYPOTHESIS] Who I will survey and how I will reach them: [POPULATION + CHANNEL] Roughly how many responses I can expect: [NUMBER] Length limit: [MINUTES OR QUESTIONS] Produce: 1. **The mea
Survey Design and Analysis
Design a survey that measures what you meant, with unbiased question wording, a sample plan, and an analysis plan fixed before data arrives.
Papers and sources to synthesize: """ [PASTE ABSTRACTS, FULL TEXTS, OR YOUR NOTES. LABEL EACH WITH AUTHOR, YEAR, AND TITLE.] """ Synthesize the sources above into a literature review. My research question: [THE QUESTION] Field and intended reader: [WHO WILL READ THIS AND WHAT THEY ALREADY KNOW] Produce: 1. **Source table.** One row pe
Literature Review Synthesis
Synthesize a set of papers into themes, agreements, and genuine conflicts, with claims traced to sources and gaps named honestly.
Research this question and write a decision-ready brief: [QUESTION] Context for why I'm asking: [DECISION THIS FEEDS INTO] Structure: 1. **Bottom line**: your answer in 2-3 sentences, stated with an explicit confidence level (high / medium / low) and the single biggest caveat. 2. **Key findings**: 4-7 findings, one paragraph each. For e
Research Brief
Produce a decision-ready research brief on any question, with findings graded by evidence quality and explicit unknowns.
Analyze my competitors and build a comparison. My company/product: [WHAT WE DO + OUR CURRENT POSITIONING] Competitors: [NAME 2-5] Dimensions I care about: [e.g. "pricing, target segment, key features, positioning, weaknesses", or "you pick the 6 most decision-relevant"] What I already know (paste anything: their pricing pages, reviews, n
Competitor Analysis
Build a competitor comparison matrix that separates verified facts from inference: the highest-hallucination-risk task done safely.
Build my user research interview guide. What I'm trying to learn (the decision this research feeds): [e.g. "whether to build feature X" / "why trials don't convert" / "how [ROLE] handles [TASK] today"] Who I'm interviewing: [THE SEGMENT + how many + how recruited] My product/idea (so you can police my bias): [WHAT IT IS, and note: the in
User Interview Guide
A discussion guide built on Mom-Test discipline: past behavior over opinions, no pitching, follow-up probes, and a debrief template.
Fact-check the text below. Your job is triage with honest confidence levels, not a verdict on everything, because you can't verify everything, and pretending otherwise is how fact-checks launder errors. Text: """ [PASTE THE ARTICLE, POST, REPORT, OR CLAIM] """ 1. EXTRACT THE CLAIMS. Number every specific, checkable assertion: statistics
Fact-Check Any Text
Extract every checkable claim from a text, grade each as supported, contradicted, or unverifiable, and get honest limits plus corrected rewrites.