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The Evaluate Phase: Building an ICP from Evidence, Not Assumption

Most ICP definitions are aspirational rather than analytical. They describe the type of company the commercial team would like to sell to, not the type most likely to buy. This piece covers what a commercially precise ICP requires, how to build one from evidence rather than internal consensus, and the test that determines whether it is specific enough to use.

March 6, 2026 · Insight

Most ICP definitions are aspirational rather than analytical. They describe the type of company the commercial team would like to sell to rather than the type of company most likely to buy, derive the most value, and remain a customer. The distinction matters commercially. An aspirational ICP pulls the demand generation programme toward targets that are too large, too early in their buying cycle, or too different from the company’s current market footprint to convert efficiently. An analytical ICP — one built from evidence about which customers have actually bought, used, and renewed — produces a demand generation programme that converts at a meaningful multiple of the aspirational alternative.

The Evaluate phase of the E-A-S-Y framework begins with an ICP definition exercise precisely because every downstream GTM decision — channel selection, messaging, content architecture, outbound sequences — depends on the accuracy of the ICP. An imprecise ICP produces imprecise targeting, which produces high marketing spend and low commercial return.

What a real ICP includes

A commercially useful ICP definition has four components. Firmographic characteristics define the structural profile of the target company: size by revenue or headcount, industry vertical, geographic market, technology stack indicators, and growth stage. These are the filters that determine whether a company is in the addressable market at all.

Psychographic characteristics define the mindset and commercial context of the buyer within the target company: their professional priorities, their relationship with risk, the internal political context in which they are making purchase decisions, and the language they use when they describe the problem your product solves to their peers.

Trigger events are the circumstances that create buying intent. A company can be firmographically perfect and psychographically aligned and still not be an active buyer if the trigger event has not occurred. Identifying the specific events — a funding round, a leadership change, an acquisition, a failed implementation, a regulatory change, a board mandate — that move target companies from the ICP to an actively evaluating prospect is the difference between a targeting model and a timing model.

Decision criteria are the specific factors the buyer weights when they choose between vendors. These are almost always different from the factors the vendor believes are most important, and understanding them requires primary research with actual buyers rather than assumptions about what should matter.

How to build it without guessing

The most reliable method is analysis of existing customers — specifically, the customers who bought quickly, paid the most, renewed, and referred others. What do they have in common firmographically? What trigger events preceded their purchase? What objections did they raise and then overcome? What language did they use to describe the problem they were solving?

This analysis requires win-loss data that most companies do not maintain systematically. If it does not exist, the alternative is structured interviews: five to ten conversations with customers who fit the “ideal” profile, conducted with the specific goal of understanding what circumstances produced the decision to buy, what alternatives were considered, and what tipped the decision.

The mistake most companies make is substituting internal consensus for external research. Ten people in a room agreeing on who the ICP is will produce a definition that reflects internal comfort rather than market evidence. The ICP that drives the most commercial performance is almost always discovered, not invented.

The test

A well-defined ICP passes a specific test: any member of the sales team, given the ICP document, can independently and accurately assess whether a new prospect qualifies without needing to ask the marketing team. If qualification still requires judgement calls that different people answer differently, the ICP is not yet specific enough to be operationally useful.