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OPPORTUNITY RESEARCH · Workflow idea

Spot possible customer needs in public conversations.

Review selected public discussions and organize recurring requests, frustrations, and proposed solutions into a source-linked research brief. Treat each finding as a lead rather than proof of demand, and let a researcher validate the context, audience, and business case before acting on it.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Selected public discussions
Produces
A research brief of possible customer needs and supporting public sources, ready for human validation.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

Public posts from communities chosen for a specific market research question

“Summarize possible unmet needs from public discussion, retain the original context, and leave validation, outreach, and investment decisions to people.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Helps entrepreneurs and research teams notice patterns in public conversations and decide which ideas merit further study.

  1. Define the research question

    Choose the customer group, product area, and question the team wants to investigate.

  2. Review relevant public conversations

    Use discussions that fit the question and respect the community’s rules and expectations.

  3. Organize recurring needs and concerns

    Group themes using the original context and avoid treating a single comment as a widespread demand.

  4. Prepare a source-linked opportunity brief

    Summarize possible problems and existing workarounds with links that let a researcher check the discussion.

  5. Validate before outreach or investment

    Have people assess the evidence with independent research and approve any contact, spending, or business decision.

03 / The result

Something useful.
Something to build on.

A research brief of possible customer needs and supporting public sources, ready for human validation.

AmbactiWorkflow folio · 5 steps

Review opportunities from public discussions

Reviews & approvals · Example outcome

The handoff

A research brief of possible customer needs and supporting public sources, ready for human validation.

Keep in mind

Public discussion is not a representative market survey or permission to contact its participants. Respect community expectations, omit unnecessary personal details, verify claims with independent research, and require people to approve any outreach, financial commitment, or business decision.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Choose suitable public sources

Select communities that are relevant to the research and document their reuse and participation expectations.

Set research and privacy boundaries

Focus on themes rather than identities and avoid retaining personal details that are not needed.

Define how findings will be validated

Choose independent evidence and human reviewers before a possible opportunity is treated as a business case.

Assign outreach and spending approval

Name who may contact people and who must approve investment or other financial commitments.

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Put your next idea to work.

Start with your brief. Make the process your own.

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