VK Analytics aggregates public TikTok signals—profiles, videos, engagement patterns—and transforms them into strategic insights using a hybrid of proven analytical models and modern AI.
Compare influencers by engagement velocity, posting cadence, audience authenticity, and retention signals.
Track emergent hashtags, sounds, and formats before they peak using time-series anomaly detection.
Analyze subtitle text, visual descriptors, and posting context to learn what drives shares, rewatches, and saves.
Understand follower quality with churn estimations, interaction clusters, and bot-likelihood scoring.
Attribute performance across creator cohorts and content archetypes with normalized KPIs.
Receive automated summaries and anomaly alerts – distilled by traditional statistical models or AI.
We process only publicly available TikTok data such as profile metadata, public video statistics, captions, hashtags, audio references, and engagement counts. We do not access private messages, hidden metrics, or non-public endpoints. Data is obtained via compliant aggregation of publicly exposed web responses and periodically refreshed.
Raw signals are normalized, de-duplicated, time-aligned, and enriched with derived metrics (engagement velocity, content lifespan, audience stability). AI models—where explicitly enabled—perform semantic clustering, topic extraction, and anomaly summarization.
User onboarding is manual: before accessing dashboards or API endpoints you must contact us at contact@vk-analytics.com. We verify intended use to preserve platform integrity and ethical standards.
AI features are optional layers built atop transparent, deterministic base metrics.
VK Analytics is committed to ethical data practices. We do not attempt to deanonymize users, circumvent platform protections, or encourage intrusive monitoring. We aggregate public information to create macro-level insights that help brands, agencies, and creators make better strategic decisions.
We currently onboard users manually to ensure ethical alignment. Email us with your use case and we'll respond promptly.
contact@vk-analytics.comBy requesting access you agree to our Terms of Service and acknowledge our Privacy Policy.