Product Hunt database (PHDB)

What PHDB shows you

Product Hunt is where new products go to be discovered, so its launch data is an early indicator of where attention and momentum are moving. PHDB analyzes that data - which launches succeeded, in which categories, and what they had in common - so you can read the direction of a market rather than just its current state.

• Successful launches - which products broke through and how.
• Category momentum - where new launches are clustering.
• Market patterns - the recurring shapes behind products that land.

Trend signal vs demand evidence

PHDB is a trend signal: it tells you what is gaining attention now and what builders are betting on next. That is different from the bottom-up demand evidence in pain point analysis, which proves a documented problem exists. Trend data points you toward momentum; demand evidence confirms the problem is real. The strongest ideas have both - a rising category on Product Hunt and a documented, high-severity pain underneath it.

Using PHDB in your research flow

Use PHDB early, to orient. It helps answer "where is the market heading?" before you go deep. Once a trend catches your eye, move to the evidence sources: check the underlying problem in complaint search, confirm people pay in Upwork job signals, and verify the category earns revenue in TrustMRR. Momentum plus documented, monetized demand is a far stronger footing than chasing a trend alone.