Chatting with Research Reports in the Reddit CMS

Opening the research chat

Navigate to the Research tab within any campaign and open a saved report. Inside the report view, click the Chat button or the chat icon in the top right corner. This opens the research chat panel with the full report loaded as context.

The chat is scoped to the specific report you opened. If you want to discuss a different report, close the chat and open it from a different report card in the Research tab. The AI will only reference the report you opened and will not blend data from multiple reports in a single chat session.

Effective questions to ask

The research chat works best when you ask focused, specific questions rather than open-ended prompts. The AI has access to the analysis and recommendations in the report but is drawing on structured analysis, not raw Reddit posts. Treat it as a knowledgeable analyst who has read and synthesized the subreddit data.

Some questions produce particularly strong results when the report data is rich. If you are unsure where to start, the following prompts tend to yield actionable answers.

• What types of posts get the most engagement in this subreddit?
• What topics are underserved or rarely discussed that I could own?
• How should I format posts to match this community's expectations?
• Suggest five post ideas based on this report that would fit my campaign goals

Turning chat insights into content

When the AI surfaces a content idea you want to pursue in the chat, you do not need to copy and paste it manually. Type Save as Draft or click the Save button that appears next to content suggestions in the chat. This creates a new content card in the Idea column of your kanban board with the AI's suggestion pre-filled as the title and any body copy as the starting draft.

From there the card enters your normal content workflow. Open it on the board, refine the copy in the editor, and move it through the pipeline stages as you would any other piece of content. The chat is a fast path from research insight to a real content piece without requiring you to manually rebuild the context.

Chat context and limitations

The research chat retains context for the last twenty messages in a session. For longer conversations, earlier context may be dropped, so it helps to keep sessions focused on one topic or angle rather than jumping between many different questions in the same chat.

The AI responds based on the structured analysis in the report, not raw Reddit post data. This means it can reason about patterns and give recommendations but cannot retrieve specific post text, user names, or upvote counts on demand the way a data query tool would.

FAQ