YouTube Jamal Roberts - Curated Brand Partnership Match

We compare Jamal Roberts’ audience signals to candidate creators using semantic video analysis, hashtag/topic overlap, demographic alignment (gender, geo, language), engagement and fraud scores, and lookalike ranking. Results are shown as normalized ER%, view bands, audience markets and a similarity rank for quick verification.

Metrics reflect a rolling last-30-days snapshot. Profile stats and view distributions refresh in seconds when you paste a profile, and ER%, views and posting cadence are normalized for fair cross-platform comparison.

Yes. During the 7-day trial you can export Jamal Roberts match contacts and reports after signing in. Exports (profile analysis PDFs/JSON, saved lists CSV, and Media Plan Google Sheets) are available post-login—so you can shortlist, verify and pull contact data within the trial period.

We standardize metrics using the last-30-day window: ER% is computed as likes+comments relative to followers with posting cadence context; views use min/avg/max bands from recent-post distributions. Those normalized ER and view bands let you compare Instagram, TikTok and YouTube apples-to-apples.

Yes. Use the Media Plan Builder to place Jamal Roberts matches into one Google Sheet with apples-to-apples rows - followers, L30D ER%, min/avg/max views, posts/mo, audience age/gender/countries and outreach fields - then shortlist, approve and export for collaboration during your trial.