Malhan Family Youtubers - Curated Brand Partners

Metrics refresh on a rolling last-30-days window. Engagement and audience stats reflect recent activity - averages and view distributions from the past 30 days, and profile + pasted-stat updates refresh in seconds for near real-time checks.

Yes. After signing in you can export creator-contact details and multi-format reports for Malhan Family creators - Profile Analysis (PDF/JSON), Favorites (CSV), Media Plan (Google Sheet), Campaign Monitoring (CSV/Excel) and shareable dashboards. Exports require account access.

We convert raw metrics into comparable scores by calculating last-30-day ER%, normalizing views against platform-specific distributions (min/avg/max bands), and adjusting posting cadence so reach and engagement align across Instagram, YouTube and TikTok - producing apples-to-apples rows for side-by-side comparison.

Yes. We standardize last-30-day ER%, normalize min/avg/max views and posting cadence across Instagram, YouTube and TikTok so creators appear in one apples-to-apples grid—allowing quick side-by-side comparisons of engagement, reach, audience makeup and recent activity.

We run layered checks across profiles and audiences - engagement consistency vs one-offs, anomalous subscriber spikes, view-to-subscriber ratios, and posting cadence patterns. Semantic signals and audience geo/language/gender distributions flag mismatches. Results feed an engagement-and-fraud score so you can verify real reach before outreach.