Choosing which topics to track before you buy an intent data feed

An intent data feed is only as useful as the topics it is actually watching, and a lot of programs get this backward, turning on a broad, generic set of category keywords and then wondering why the resulting signal feels noisy and hard to act on. The topic list is a strategic decision, not a checkbox filled in once during setup and left alone.

We start by mapping the specific research questions a prospect asks at each stage of their buying journey, not the broad category name for the product itself. Tracking a general category term catches an enormous, mostly irrelevant volume of research activity. Tracking the specific, later-stage questions a buyer actually searches once they are seriously evaluating, comparison-style queries, implementation-specific questions, catches a smaller but far more actionable set of signals.

Topics also need to be revisited, not set once and left running for years. As a client's own positioning shifts, or as the market's vocabulary for a problem changes, the topic list has to shift with it, since a feed still tracking last year's terminology quietly loses relevance even though nothing about the setup technically changed. We review topic lists on a regular cycle rather than assuming the initial list stays correct indefinitely.

We also track topics adjacent to the core offering, not just direct category terms, since a prospect's earliest research often happens around the problem itself before they have connected it to a specific type of solution. Someone researching the underlying problem your product solves, before they know your product category exists, is a legitimate early signal that a narrower, product-category-only topic list would miss entirely.

Getting the topic list right before turning on the feed is what determines whether intent data becomes the prioritization engine it is meant to be or just another noisy dashboard, and it is the first and most consequential decision in a discipline that, done correctly against a continuously verified account universe of 46M+ records, tells a team exactly which accounts are worth their attention this week.