Public conversation, with evidence
What the brand says.
What public conversation reveals.
Understand what appears in collected social posts, who publishes it and what public remarks say about your brand. Inspect the source behind each finding before making a decision.
RedditYouTubeTikTokInstagramFacebookLinkedInX / Twitter
Live research contract
From subject to stored report
Evidence before prose.
Confirm the brand
Resolve the public website, aliases and official profiles before collection.
Collect public evidence
Run only the social sources you enable, preserving each source outcome.
Validate every claim
Keep exact evidence spans and withhold unsupported AI observations.
Store the report
Save the full run snapshot in Convex for later review and comparison.
Coverage is source-specific. Partial collection remains visible, missing metrics stay unavailable and every factual report claim points back to stored evidence.