Likes tell you that someone reacted. Comments can tell you what they appreciated, questioned or disagreed with. Alpha Studio’s Audience Analysis and Opinions help you organize that conversation and choose what to answer next.

Start with the idea in your post

Choose an owned post and confirm the idea being discussed. Audience Opinions separates agreement, disagreement, neutral responses and unclear comments using the available caption and conversation context.

The analysis describes collected comments. It does not measure the views of everyone who watched your post or provide viewer demographics. Collection coverage and update status stay visible so you can judge the evidence.

See praise, concerns and questions together

Audience Analysis summarizes recurring feedback themes, questions and concerns. The shared Creator Plan includes 10 comment summaries per day.

Open the source comments when a finding matters. A summary helps with prioritization; it does not turn every critical comment into abuse or authorize a moderation action.

Catch the question you missed

Question Inbox brings received questions into a reviewable queue. Optional smart sorting can separate genuine questions, resource requests, content requests, feedback and rhetorical questions.

Draft an answer in your voice, track what still needs attention and close the conversation when you have dealt with it. Your search and question filters stay selected when you close or reopen a conversation. Your workflow remains distinct from a claim that every Instagram question has been collected.

Audience feedback analysis with conversation context

Social listening starts with understanding the conversation you have actually collected. Use comment insights to see audience sentiment, recurring objections and requests without assuming that sentiment and agreement mean the same thing. A positive reply can still disagree with your idea; an unclear comment needs context. Open the source comments before drawing a conclusion.

Turn recurring feedback into a content idea

Follow up to five posts to keep new and changed comments in view. Use the content idea generator on an analyzed post to produce up to three ideas with an angle, hook, outline and linked source comments.

Review the evidence, edit the idea and decide what to create. The ideas are drafts; they are never automatically published. AI processing choices and usage limits are shown in your workspace.

Explore Alpha Studio · Open Audience Analysis · Creator Plan