Community Research

Research online communities across Reddit, Telegram, and social platforms. Analyzes community size, engagement patterns, discussion themes, moderation culture, and member demographics for community strategy, partnership, and go-to-market planning. Read the API map before selecting a capability.

Call SandBase capabilities

For every selected tool, call sandbase_describe_tool first and use only arguments in its current input schema. Then call sandbase_call_tool with the exact tool_name.

Available Tools

• reddit_app_subreddit_info
• reddit_app_subreddit_feed
• reddit_app_community_highlights
• telegram_web_channel_search
• telegram_web_channel_info
• facebook_bulk_groups

Workflow

1. Understand the user's research question, target, and context.
2. Call sandbase_describe_tool for each selected tool to confirm parameter schema.
3. Call sandbase_call_tool with the exact tool_name and schema-defined arguments.
4. Synthesize findings into a clear, evidence-backed answer.
5. Cite sources, note evidence gaps, and separate observations from interpretations.

Guidelines

• Always call sandbase_describe_tool before using any capability.
• Cite sources and preserve attribution (URLs, usernames, dates, metrics).
• Separate factual observations from analysis and recommendations.
• If data is unavailable, note the gap and continue with available evidence.
• Read-only research only. Never take actions on platforms.