Define the question before collecting names
For invoicing software, investigate whether the owner cannot tell which invoice is awaiting approval, payment, or correction. Research is useful when it explains a workflow, its owner, and an unresolved constraint. A list of companies in a sector cannot establish that those companies have this problem.
Begin with administrative staff preparing invoices and following up and check how their work relates to a small business owner responsible for collecting approved invoices. Map the current process around document templates and a payment-status spreadsheet. You are looking for the step where the workaround stops being adequate, rather than asking people to validate an abstract product idea.
Search for the language of the problem
Try the queries below in a search engine or the search feature of a relevant professional community. Read the original discussion and its date. Results are starting points for research; these query examples do not claim any particular search volume or the existence of a matching prospect.
| Query to adapt | What to extract |
|---|---|
| "invoice tracking" "payment status" "spreadsheet" | The failed task, current workaround, author role, and unresolved question. |
| "invoicing software" "client disputes" | An evaluation request, required capability, and reason to change. |
| "invoicing software" "recommend" "alternative" | Specific constraints in recommendation requests; separate vendor promotions from user experience. |
Write an evidence note you can revisit
Illustrative source text: “I lose track of whether an invoice was sent, queried, or paid. I need a clear status before following up with clients.” Save the actual source URL and date when researching a real example. Keep a short relevant excerpt and your interpretation in separate fields. Do not rewrite your interpretation as something the author said.
The working hypothesis is that the business takes on recurring clients with different billing terms. The missing information includes whether the author is a small business owner responsible for collecting approved invoices, whether the need is still open, and which implementation requirements remain unverified. Keep this constraint visible: tax fields, payment methods, and regional invoice requirements must match the supported product.
- Observed: the original words, the visible date, the task described, and any explicit requirements.
- To verify: whether the current process is document templates and a payment-status spreadsheet.
- Disqualify when the need belongs to businesses requiring jurisdiction-specific capabilities that have not been verified.
- Next step: one context-appropriate question, or no contact when there is no suitable route.
Use a short discovery interview
Ask about a recent event before showing your product. Let the person explain the sequence in their own words; do not treat agreement with a leading question as validation.
- What event changes an invoice from drafted to sent, disputed, or paid?
- Which source proves payment, and who reconciles partial payments?
- What would need to be true for you to trace a fictional invoice through issue, query, correction, and reconciled test payment?
- How would you verify that an authorized user can identify the correct next action from verified invoice status?
Turn notes into a research decision
Compare independently sourced accounts of the same task. Keep an example that contradicts your hypothesis, such as this ambiguous scenario: A search for a free invoice image with no billing workflow need. It may justify more reading, but it is insufficient to label someone a buyer.
At the end of a bounded research session, decide whether to narrow the audience, ask a specific follow-up, change the pilot, or stop. Keep unknowns visible and store only the information needed for that decision. Research quality is measured by a better decision, not by how many names are collected.
About these playbooks and examples
Prepared by DemandBolt with AI assistance as practical planning resources for people building and selling software. The category scenarios and message examples are illustrative, not quotations from real prospects or claims of customer results. Adapt the hypotheses to your product, verify original sources, and review capabilities before making an offer.
The workflow follows our first-customer guide and buying-signal review method. Our PyInvesting and Rae records distinguish actual internal work from targets. Published .