Data
Public data only
LiveHandle analyzes publicly available social-media profile and media signals returned by configured providers. Available fields differ by platform and can change when providers update or rate-limit access.
How LiveHandle Works
Scoring
Authenticity score is not identity verification
The authenticity-style score and Low / Moderate / High Suspicion labels summarize public-signal risk (completeness, ratios, posting patterns, bio quality, and similar cues). They do not prove whether an account belongs to a real person offline, and they are not guaranteed to be accurate for every account.
Metrics
Engagement may be unavailable
When likes, comments, or related public totals are missing, LiveHandle shows N/A instead of inventing a 0% engagement rate.
Samples
Recent samples are not lifetime statistics
Growth viewership charts use live recent-post samples when play counts exist. LiveHandle does not fabricate historical follower curves or lifetime averages when providers do not supply that history.
Limits
Utilities and limits
The social video downloader resolves public links when providers allow it. Users must only download content they are authorized to use. Trends scores are ideation helpers, not verified live search charts. Caching and rate limiting protect providers and keep the free toolkit sustainable.