Define the question before collecting names
For social media management, investigate whether client approval arrives after the scheduled publishing time. 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 writers, designers, and account owners reviewing posts and check how their work relates to a social lead managing several brands or client accounts. Map the current process around a content calendar spreadsheet with approvals spread across messages. 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 |
|---|---|
| "social media" "client approval" "calendar" | The failed task, current workaround, author role, and unresolved question. |
| "content approval" "multiple clients" | An evaluation request, required capability, and reason to change. |
| "social media management" "recommend" "alternative" | Specific constraints in recommendation requests; separate vendor promotions from user experience. |
Write an evidence note you can revisit
Illustrative source text: “Three clients approve copy in different chat threads and we keep missing changes. Looking for a calendar with clear approval status.” 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 team takes on additional clients with different approvers. The missing information includes whether the author is a social lead managing several brands or client accounts, whether the need is still open, and which implementation requirements remain unverified. Keep this constraint visible: channel support and permissions vary; verify the exact supported publishing action.
- Observed: the original words, the visible date, the task described, and any explicit requirements.
- To verify: whether the current process is a content calendar spreadsheet with approvals spread across messages.
- Disqualify when the need belongs to buyers expecting guaranteed reach, follower purchases, or unsupported social-network automation.
- 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.
- Who must approve text, visual assets, and timing for each account?
- Which channels need direct publishing versus an export for manual posting?
- What would need to be true for you to prepare one week's draft posts for a single brand and rehearse an approval change?
- How would you verify that the current approved version and responsible publisher are unambiguous before its scheduled time?
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 creator asks how to buy followers. 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 .