Demand Score Explained: How We Measure Market Demand

A demand score is a composite metric that measures the strength of market demand for a business idea based on public signals. It helps founders answer a critical question: how much evidence exists that people actually want this solution? DemandProofHQ calculates your demand score by analyzing signals across six categories, weighting each by its predictive value for commercial success.

What Goes Into a Demand Score

The demand score combines signals from multiple independent sources. Each source provides a different type of evidence, and the score is weighted to reflect the relative reliability of each signal type for predicting market demand.

Reddit and Community Signals

Recurring pain points and feature requests from real conversations, linked to source threads. Community signals are weighted heavily because they represent organic, unsolicited evidence that people experience a problem and are actively discussing it.

Search Demand Signals

Buyer-intent keyword volume and growth trends in your category. Search signals are weighted for commercial intent — terms containing 'best,' 'alternative to,' 'software for,' or 'tool that' indicate people are in buying mode, not just information-seeking mode.

Competitor Signals

Evidence of competitors with paying customers validates that the market is real. Competitor gap signals from critical reviews and feature requests reveal unmet needs.

How to Interpret Your Demand Score

The demand score is a tool to help you prioritize and decide, not a guarantee of success. A high score suggests strong, consistent signals across multiple sources — a good foundation for further investment. A medium score suggests signals exist but need deeper investigation. A low score suggests the market evidence is thin.

The most important use of the demand score is comparison. Score multiple ideas using the same methodology to identify which has the strongest signal before committing to a build. See a sample demand score breakdown at /sample-report.

DemandProofHQ helps review public demand signals, but it does not guarantee product-market fit or replace direct customer conversations.