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Getting started · Docs

How the ViralGen pipeline works

ViralGen runs five sequential stages: Discover, Image, Video, Audit, Schedule. Each stage is bounded, charged at a fixed credit cost, and observable from the dashboard. You move work forward by approving — never by writing prompts.

1. Discovery

We scrape linked Instagram and TikTok accounts (or a seeded trending pool) and score every post by views ÷ followers, capped against black-swan outliers. The scoring runs once per Run Discovery click and credits exactly one discovery unit. Results land in the Discover page within 1–3 minutes.

2. Image

Pick a hook image and a creator persona. Qwen Edit composes the still on-brand and locks the face. Three credits per image; the result lands on the Image Review page within 30 seconds.

3. Video

Approved stills are sent to a video engine (WAN, Seedance, or Kling — auto-routed by quality and plan tier). Six credits per second at standard quality, 2.5× for Pro/1080p. Most clips finish in 4–9 minutes.

4. Audit

Every clip passes a 5-check safety audit before delivery: watermark detection, C2PA metadata strip, SynthID signature scrub, manual review queue, and a 1% film grain pass to soften the residual tells. 99.4% pass on the first try.

5. Schedule

Approved clips land in the Schedule. Drag to a day or use Auto-build to fill a week. Drive export pushes finished MP4s to a folder structure that mirrors the calendar. The iOS Shortcut hands you the next due reel with one tap.

← All docsSee plans →
Few minutes. A month of content.

What took a week now takes a few minutes.

Finding the reel, making it, cleaning it, scheduling it. That used to be days of work across four tools and few employees. Now you open the app, approve, and a month of content delivers itself. In few minutes.

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