
Why SparkVox Curates Fewer Posts Per Project
Moments found vs posts curated: why SparkVox dropped weak candidates instead of padding to 15 drafts, and what that means for review quality.
Transcript quote, funnel job, distinctiveness score, column brief, and learned voice rules - what the Strategy behind this post drawer shows before you approve.

Approving a LinkedIn draft is not just a grammar check. You are deciding whether this beat from your recording deserves your name, whether it fits the job you want that post to do in your funnel, and whether it still sounds like you instead of category-default AI. SparkVox now surfaces that reasoning in the app under Strategy behind this post - so you can approve, edit, or discard with context instead of gut feel alone.
Open any draft in your project and tap Strategy behind this post under the title. A pulsing dot on that link disappears after you open it once in the same browser.
Sparky's Strategy covers four things:
How it's built shows the shared column brief Sparky applied to every post in that funnel column on this project, plus learned voice rules from your past edits on the same stage only (hook patterns on Awareness posts, proof patterns on Authority, and so on).
During first-run onboarding, the featured draft reveal shows the same strategic reasoning beside your strongest sample post while the rest of the project may still be generating. After checkout, the full two-panel modal lives in the post drawer for every project.
Relevance scoring (out of 100 on each card) still helps you compare hook strength inside the review queue. Strategy behind this post is the narrative layer: source, funnel intent, distinctiveness, and how Sparky built the draft. Pair it with your optional positioning claim on Brief Sparky and the distinctiveness check for a full picture before you schedule.
Help: Reviewing and publishing posts. Product updates: sparkvox.io/updates.
SparkVox
Upload a call, podcast, or interview. SparkVox extracts moments and drafts up to 15 LinkedIn posts in your voice. You review every draft before anything publishes.
Start 14-day Pro trial →Free to sign up. Card required for full access.
No charge until day 15.

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

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.
Your calls and interviews are already the content. SparkVox writes the posts in your voice - upload one recording and see the drafts before you're charged.
Start 14-day Pro trial →Free to sign up. Card required for full access. No charge until day 15.