Top Automotive Youtubers For Brand Growth

We flag unnatural activity using audience signals and behavior patterns - subscriber geography vs. claimed markets, sudden subscriber spikes, low view-to-subscriber ratios, repeat engagement anomalies and bot-like comment patterns. We combine engagement normalization (L30D ER%, views, cadence), audience demographics and semantic relevance to score and surface likely fraud.

We roll metrics over the last 30 days — that’s our comparison window. Paste a profile and the dashboard refreshes in seconds, and views/engagement numbers keep updating across that L30D span so you get a fresh, apples‑to‑apples snapshot every time you check.

Yes. After signup you can export shortlisted YouTube creators and their audience reports. Exports include Profile Analysis (PDF & JSON), saved lists (CSV) and a live Media Plan Builder (Google Sheet). API endpoints also let you pull profile, audience and performance data for integration.

Yes. We standardize Instagram, TikTok and YouTube metrics - ER%, views, posting cadence and audience demographics - so you can view creators in a single grid, compare apples-to-apples, and export side-by-side rows into a live Google Sheet after signup.

Selected creators export as live rows into a Google Sheet that updates with L30D stats. After signup you push shortlisted profiles to the Media Plan Builder - it creates a sharable Sheet with normalized ER%, min/avg/max views, posts/mo, audience buckets and outreach fields, kept live for team edits.