H-in-Q BlogYour Guide to Market Research and Data Marketing

Introduction  Most market research projects that fail do not fail in the field. They fail in the planning meeting where someone looked at the budget, named a sample size that felt right, and nobody calculated what that number actually meant for precision, feasibility, or the cost of recruiting to each quota cell. The result is fieldwork that runs over...

Companies with the highest Net Promoter Score in their industry grow at more than twice the rate of their competitors, yet most businesses calculate NPS once, glance at the number, and never act on what the underlying segments are actually telling them. NPS is a single-question metric, but the score itself is only half the...

Seventy percent of VC rejections cite “market size unclear” on the first pass, not because the market is actually too small, but because the founder threw out a single, unsupported billion-dollar number with no math behind it. TAM, SAM, and SOM are the three metrics that fix this: they turn a vague claim about market...

Introduction A survey of 50 customers and a survey of 500 can produce wildly different confidence in the same conclusion, and most founders guess at the number instead of calculating it. Sample size determines whether your market research results reflect reality or just the loudest 30 people who answered your email. Get it wrong, and...

market research case study Editor’s note: This is an illustrative, hypothetical scenario built to demonstrate how H-in-Q’s free Sample Size Calculator and Market Research Ratio Calculator are typically used — it is not a real client engagement, and the company name, numbers, and quotes below are fictional composites, not a verified customer result. Direct Answer...

Introduction B2B focus group research has always been harder than B2C. Your participants are not consumers recruited from a panel; they are procurement directors, IT managers, CFOs, and department heads whose time is measured in calendar blocks, whose opinions are shaped by organizational politics, and who will not spend 90 minutes in a research facility...

⚡ What Is an AI Focus Group for Beginners? An AI focus group is a market research method where artificial intelligence handles moderation, analysis, and synthesis — either with real participants or AI-generated personas. In 2026, a first-time researcher with no prior experience can run a complete AI focus group in 3 days for under...

What Are AI-Powered Focus Groups? An AI-powered focus group is a market research method where artificial intelligence handles moderation, analysis, or participant simulation — either facilitating real-participant discussions or generating synthetic personas to predict consumer responses. AI-powered focus groups cost 60–80% less than traditional sessions, deliver findings in 24–48 hours, and eliminate the four structural...

This is the article most AI focus group guides skip. The concept explainers cover what AI focus groups are. The comparison articles cover how they stack up against traditional methods. But the questions US marketing and research teams actually have; the specific, practical, sometimes uncomfortable ones tend to go unanswered. This FAQ covers 20 of...

Editor’s Note: While this case study is a hypothetical scenario based on composite industry data, it illustrates how AI-driven methodologies drastically optimize costs and timelines in market research. The research director at a mid-size US personal care CPG brand had a problem that most marketing teams recognize immediately: a product launch in 14 weeks, three...