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Offer-to-business-model fit
Define the operating problem that the seller solves. Industry labels, revenue estimates and headcount ranges are proxies, not evidence of actual product suitability.
B2B SALES RESEARCH / RESEARCH METHODOLOGY
An account is not qualified simply because it shares an industry code or appears on a top-company list. A research-grade ICP needs explicit must-haves, hard stops and documented treatment of unknown facts before any account is sent to Sales.
Published & reviewed: 25 October 2026 · D2 GROUP B2B Research
Direct answer
An Ideal Customer Profile (ICP) translates the seller's product and practical sales capacity into account-level acceptance rules. Define must-have attributes, exclusions, buyer/use-case fit and evidence requirements; distinguish observed facts from assumptions and unresolved fields; then classify each account as fit, needs review or not fit. ICP fit is necessary for a research handoff but is not sufficient to claim purchase intent, verified direct contact or outreach eligibility.
This is a decision framework for assessing company fit. The Account Research service page describes the work D2 may perform; the Lead Quality guide covers source, buyer and handoff QA after ICP gating. A score is a prioritization aid, never an override for hard exclusions.
For each field, distinguish a must-have, a preference, an exclusion or an unknown. A strong research brief starts with the seller's offer and an explicit reason why a segment needs it.
01
Define the operating problem that the seller solves. Industry labels, revenue estimates and headcount ranges are proxies, not evidence of actual product suitability.
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Agree countries, technical feasibility, customer/CRM ownership, restricted sectors and organizational types that must be excluded regardless of a positive signal.
03
Specify which department typically owns the problem, who influences procurement and which buying model applies. Named contacts require independent validation.
04
State the sources and dates needed for a pass, which fields may remain unknown and when a record should be held for review rather than promoted.
No. Strategic rank should reflect actual seller offering, buying use case, exclusions and sales capacity. Brand prestige alone is not a valid fit rule.
No. Record an UNKNOWN/HOLD state until the attribute can be verified or the client explicitly changes the acceptance rule.
No. Contact accuracy, suppression, applicable legal rules, campaign controls and the client's outbound decisions remain independent.
These related pages explain scope, evidence, QA and monthly engagement. Observed business signals are not confirmed purchase intent, and accepted research is not a booked meeting.
Have an ICP and exclusions? Discuss a scoped research brief without uploading confidential CRM data to a public form.
Discuss your research scopeShare your seller offer, hard exclusions, target buyer, timing constraints and Sales Reality. D2 can help define an acceptance brief that distinguishes qualified accounts from those requiring review.
Discuss ICP research criteriaThis page explains a research method and illustrative fields; it is not an outcome guarantee, quote or permission to send outreach.
EVIDENCE / INFERENCE / GAP
Do not compute an arbitrary overall score that overrides exclusions. A high score cannot turn a non-serviceable company into an eligible account.
| Decision layer | Example rule | Correct disposition |
|---|---|---|
| Hard must-have / exclusion | Account must be in a serviced country and operate the use case the seller can deliver | Fail a confirmed hard gate → NOT_FIT, regardless of event signals or company prestige. |
| Positive prioritization preference | A relevant site expansion might justify earlier investigation | Rank only after ICP fit; treat any commercial need as a hypothesis. |
| Unknown or conflicting evidence | Company website does not clarify whether the buying legal entity operates the relevant facility | HOLD for corroboration; do not assume pass or fail from missing data. |
| Contact-complete handoff | Client requires a named buyer and verified direct business email | ICP_FIT can still be CONTACT_GAP; research acceptance and send eligibility remain separate. |
Approve Target, Exclusion, Buyer, Timing and Sales Reality. Name the product, implementation limits, geographic constraints, existing-account ownership and minimum viable deal profile.
Set non-negotiable industry/use-case, territory and organizational requirements; store nice-to-have signals separately from exclusion rules.
Find legal entity, parent/subsidiary structure, relevant sites, operating model and source dates. Mark ambiguous company identity or size claims as unknown.
Identify relevant buying functions and observed business events only after account fit. A verified event does not prove budget or interest.
Assign FIT, HOLD or NOT_FIT with cited rationale and next validation step. Separately evaluate source freshness, DIRECT contact gaps and Sales team's acceptance requirements.
STRUCTURAL EXAMPLE ONLY. The hypothetical profile does not represent a real buyer, customer, sourced event or completed prospect research.
Review criteria