Antramic product workflow
Find Commercial Signals in Your Audience Comments
Antramic reviews comments available through a YouTube channel the creator owns or is authorized to manage. It organizes possible commercial themes for private research while keeping supporting language visible, so the creator—not an automated score—makes the final decision.
Begin with authorized, read-only access
Connect only a channel you own or manage through the disclosed Google authorization flow. The commercial-signal workflow uses narrow read-only access: it does not publish, edit, delete, or automatically reply to YouTube content, and it does not accept arbitrary public video URLs.
Review several kinds of commercial language
Look for explicit brand and competitor mentions, questions about tools, services, prices, or comparisons, and requests for reviews, walkthroughs, or buying guidance. These patterns can help a creator form a sponsor research list, assess possible affiliate topics, or plan useful commercial content.
Follow an evidence-first workflow
Record which channel, videos, comments, and dates informed a result. Open the supporting comments behind each grouped topic, separate direct brand references from broad category interest, and confirm or reject the interpretation before using it in outreach, a media kit, or an editorial decision.
Treat outputs as research leads, not promises
A mention does not prove purchase intent, sponsor fit, future demand, or audience-wide preference. Commenters may not represent every viewer, and AI can misread sarcasm, slang, brand names, or ambiguous product language. Independently check pricing, brand safety, campaign terms, disclosure duties, and business risk.
Protect report privacy and keep boundaries clear
Evidence stays in the private connected report for the authorizing user or expressly approved agents. Antramic labels its commercial interpretations as estimates, not official YouTube metrics; it does not expose private YouTube revenue, guarantee sponsorships or affiliate income, or predict financial outcomes.