Your recordings already
contain the posts.

How SparkVox curates moments, ranks two hook candidates per post, checks distinctiveness, and compounds voice from approvals, edits, and discards.

The optional one-sentence claim steers moment pick, evidence framing, and distinctiveness checks - separate from your long Brief Sparky and your voice profile.

Why discarding a post is a stronger signal than a light edit, how topic and style burden shapes the next project, and where to see it in Draft Feedback and the theme map.

Sparky generates two hook candidates per curated moment, ranks them, and only the stronger draft reaches your review queue - without doubling your work.

How SparkVox scores Awareness and Authority drafts for category-generic language - and how positioning claim and voice profile feed the check.

Start a SparkVox project from a native Google Doc in Drive on paid plans - text export server-side, same moment extraction and voice pipeline as transcripts.

Moments found vs posts curated: why SparkVox dropped weak candidates instead of padding to 15 drafts, and what that means for review quality.

SparkVox groups post labels into core themes and scores funnel stages on the right metrics - so What's Working answers which subjects to double down on.

The interview goes well, you feel good about it, and three months later it's produced nothing. Here's why a good outcome doesn't automatically become content, and what a system actually requires.