Research an account before outreach for workflow automation services
The Prospecting Show with Dr. Connor Robertson · Editorial sales resource · October 12, 2026
Turn public observations into a testable business hypothesis. This guide applies the workflow to selling workflow automation services, where a useful conversation may involve the operations manager and system owner and a practical review of repetitive handoffs creating avoidable exceptions.
The finished result is a short account research note. Work from information the buyer confirms. The examples below are planning models; replace bracketed fields and unsupported assumptions before using them with an actual account.
Start with the buyer’s operating context
For this selling context, a possible reason to investigate involves a workflow redesign. That event alone does not establish demand. Check whether the team experiences this issue: repetitive handoffs creating avoidable exceptions. Confirm who owns the workflow and whether a change is worth evaluating.
| Question | Working hypothesis | Evidence to request |
|---|---|---|
| Who should participate? | operations manager and system owner | The contact’s description of ownership and decision roles |
| What is happening? | repetitive handoffs creating avoidable exceptions | A recent example from the actual workflow |
| What can be measured? | manual steps, exception rate, and approval dependencies | A dated baseline with definitions and a named owner |
| What constrains a change? | system access, exception handling, and maintenance ownership | Requirements confirmed by the people responsible |
A practical sequence
- Identify the operating team likely to own the problem.
- Record a dated public observation and its source.
- Write what the observation might mean without presenting an inference as fact.
- Choose one question that would confirm or reject the hypothesis.
Apply these steps to the same account rather than changing the hypothesis halfway through the exercise. If new evidence contradicts your starting assumption, update the record and reconsider the next action. The objective is a useful decision, not a completed form.
Worked example: research an account before outreach
Illustrative example, not a report of a client result.
Observation: a public page describes a workflow redesign. Hypothesis: the team may be reviewing manual steps, exception rate, and approval dependencies. Unknown: whether this affects a current priority. Research question: who owns the relevant workflow, and is a review actually underway?
Use a concrete artifact
A useful supporting resource in this context is a before-and-after workflow map. It should help the operations manager and system owner assess the current situation without forcing them through a generic sales presentation. Keep the scope narrow enough that the buyer can correct it.
For example, connect the artifact to manual steps, exception rate, and approval dependencies. Identify which inputs came from the buyer, which are public observations, and which remain assumptions. Do not request private operational records before the buyer has agreed an appropriate purpose and handling process.
Build the working record
Complete this worksheet during preparation, then revise it after the conversation. An unknown is a useful finding when it is recorded honestly.
| Field | What to write |
|---|---|
| Account and owner | [Account] · [Rep] · [Review date] |
| Confirmed problem | The buyer’s description of repetitive handoffs creating avoidable exceptions, or “not confirmed” |
| Baseline | Available evidence for manual steps, exception rate, and approval dependencies, with source and date |
| Deliverable | a short account research note, including scope and the person who reviews it |
| Open questions | Unconfirmed assumptions, required participants, and unresolved constraints |
| Next decision | Advance, gather evidence, revisit by request, or close the record |
Evaluate the result
Track researched accounts that produce a relevant conversation. Define the numerator, denominator, and review window before comparing results. Use comparable accounts and channels; otherwise an apparent improvement may simply reflect a different list or buying context.
For workflow automation services, pair the workflow measure with the quality of evidence about repetitive handoffs creating avoidable exceptions. A reply or meeting is useful only if it helps establish relevance. Record declined and unsuitable opportunities so the team can improve targeting as well as messaging.
A common failure to avoid
A funding announcement or new hire does not prove buying intent. Use it as context for a question.
In this context, the practical consequence is spending time on a review of one bounded automation candidate before the buyer has confirmed a reason to do it. Revisit system access, exception handling, and maintenance ownership early enough to discover a genuine mismatch.
When to move forward
Proceed when the research supports a specific reason to contact a particular role. A sensible next step may be a review of one bounded automation candidate, but only when it follows from the evidence. If the buyer cannot identify a relevant problem or owner, close or reclassify the record instead of manufacturing urgency.
Continue the workflow
- Map the buying team
- Define an ideal customer profile
- Research an account before outreach across selling contexts
- Workflow automation services sales guides
For the wider collection, visit the prospecting and sales library. Learn about the host on the Dr. Connor Robertson profile or explore the published podcast interviews.