PUBLIC CONVERSATION RESEARCH · Workflow idea
Collect posts about a selected topic, keep the source text available, and assess whether each reads as positive or negative. Prepare findings for a researcher to verify before they are stored as final records or shared.
01 / The starting point
A scheduled collection of public posts related to a selected topic
“Gather relevant posts, prepare a sentiment assessment and research entry for each, and hold record updates and any external sharing for human approval.”
02 / The work
Helps researchers organize public conversation and spot posts that may warrant closer attention.
Define the subject the team wants to understand and keep the collection focused on relevant public posts.
Collect available posts for the chosen topic and retain their original wording and source context.
Prepare an initial positive, negative, or uncertain assessment without treating it as a definitive interpretation.
Arrange the source post, assessment, and relevant context so a researcher can review the material together.
Have a researcher verify the post and assessment, then explicitly approve any addition or change to the research records.
Require a person to check the source, wording, and destination before any post is quoted or shared externally.
03 / The result
A daily, sentiment-organized set of public posts with source context, ready for research review before being saved or shared.
Reports & insights · Example outcome
A daily, sentiment-organized set of public posts with source context, ready for research review before being saved or shared.
Sentiment labels can miss sarcasm, context, and nuance. Verify each important interpretation against the original post; approve record changes before saving and require human approval before quoting or sharing externally.
04 / Make it yours
A few choices shape the work around your team.
Choose the public subject to follow, how often to gather posts, and the time period to include.
Decide which source details, post text, sentiment assessment, and review status are useful to retain.
Name who verifies context and approves new records, and who may approve any external use of a post.
Check positive, negative, mixed, and ambiguous posts to ensure uncertain assessments stay visible for review.
Keep exploring
Organize a bounded set of public posts for research while preserving author attribution, links, and privacy limits.
Find public discussions related to a business offering and prepare a prospect summary or response for a person to assess.
Organize relevant public posts by topic and source so a person can decide whether to investigate or engage.