01 Point of view

Research should explain why a conversation makes sense.

A hiring drive may signal expansion, replacement, or a change in how a company delivers its work. We investigate the facts and consider their possible commercial meaning. The aim is a relevant question for the buyer, grounded in what the evidence can actually support.

02 Verified vs inferred

Separate what is known
from what is inferred.

A company advertising implementation roles is a fact you can check. A delivery bottleneck is a possible explanation that needs more evidence. We keep that distinction clear, so outreach can explore a useful business question without claiming to know a problem the buyer has never confirmed.

Inferred intent

Inference can guide the research.

A possible explanation to investigate, not a fact to assert.

  • Behavioral patterns or aggregated indicators
  • A possible need whose existence and importance remain unconfirmed
  • An interpretation to test against original evidence and alternative explanations
  • Information whose relevance and currency need to be assessed
Verified signal

Evidence establishes what happened.

The basis for factual statements in your outreach.

  • A confirmed development, such as a published vacancy, acquisition, or leadership change
  • An original source with a relevant date
  • A record your team can inspect
  • No use of a factual claim that cannot be substantiated
03 The checks

Accuracy is essential.
Relevance requires judgment.

A fact can be accurate and still make a weak reason to contact someone. We examine how it connects to the recipient's responsibilities and your substantiated capabilities. The resulting message should offer a useful question, with an interpretation the buyer can confirm or correct.

Decision responsibility

Contact the person responsible for the decision.

We look beyond seniority to the work the person owns. A systems change may concern technical leadership; integration sequencing may sit with operations.

Commercial relevance

Contribute a perspective beyond the announcement.

Hiring several implementation specialists may raise a question about onboarding or deployment capacity. The research must connect that question to work your business can actually support.

Business context

Keep the interpretation commercially credible.

Hiring may mean a company is building sufficient capacity itself. An acquisition may be proceeding to plan. We consider those explanations before presenting a possible requirement, and avoid manufacturing pressure.

Source & date rule

Make the evidence inspectable.

Your team can check the original source and relevant date, then assess whether the proposed message stays within what that evidence supports.

A verified fact supports the opening. Commercial judgment earns the conversation.

The criteria are published in our Quality standards.
See the reasoning

Follow the evidence
through to the message.

In a 30-minute research walkthrough, we will examine an example, its evidence, and its commercial interpretation, then discuss your market, the engagement scope, and how your team would review the work.