Public data
Open platforms Vivly can search and analyse in real time
Social discussions
Search posts, comments, and sentiment across subreddits
X (Twitter)
Real-time tweets, trends, and public conversation threads
Professional posts, comments, and B2B sentiment
YouTube
Video comments, creator opinion, and long-form discussion
Reviews & ratings
G2
B2B software reviews and competitive analysis
Trustpilot
Consumer brand reviews and customer sentiment
App Store
iOS app reviews and user feedback
Google Play
Android app reviews and ratings
Glassdoor
Company culture, leadership, and employer brand perception
News & search
Web search
Supplement answers with live web results via Tavily
Google News
Press coverage, media narrative, and news cycle tracking
Hacker News
Tech community critique, founder discussions, and product feedback
Product Hunt
Product launch reception and community sentiment