YouTube outlier finder

A YouTube outlier finder looks for videos that performed far above a channel's normal range, then helps you make more of what already worked. On 19 August 2026, a direct HTTP check of storyshort.ai found 11 words of server-rendered body text on its homepage, pricing page, affiliate page, and category pages alike, which is one reason this page exists: to explain how ViewMade turns an outlier topic into a finished vertical documentary you can publish yourself.

What it does

ViewMade takes a topic that has already outperformed and produces a complete vertical documentary Short: sourced research, script, voiceover, real archive footage, word-for-word subtitles, cover image, and upload package. The output is 1080x1920 vertical video with subtitles burned into the frame. Each render ships with a media credits file naming the source of every clip.

Each finished Short includes:

1. Title, description, and tags
2. Background music and licensed real footage plus the credits file
3. A cover image ready for publishing

How it works

1. Research. You give it a topic, and it researches the subject with sources before writing anything.
2. Script. It writes a documentary-style script for the topic, built on that sourced research rather than a generic template.
3. Voiceover and footage. It records narration in one of 5 supported voiceover languages and pulls real archive footage, maps, and charts instead of generating frames with a video model.
4. Assembly and delivery. It renders the 1080x1920 Short with burned-in subtitles from 7 available caption styles, adds background music, writes the title, description, tags, and cover image, and delivers the upload package with a media credits file listing every clip's source.

Where the footage comes from

This is where the category splits. Most tools in this space generate visuals: InVideo does broad general-purpose generation from a prompt, Revid produces high-volume short-form output with generated visuals, and AutoShorts runs scheduled hands-off publishing from a topic, also with generated imagery. Pictory draws from a stock library. StoryShort uses web-sourced imagery but provides only partial source attribution. ViewMade does not generate its frames. It sources real archive footage, maps, and charts about actual events, and every render arrives with a media credits file that names the source of each clip.

That matters for two reasons. First, if your Short is about a real event, generated frames cannot show it; archive footage can. Second, when a viewer or a platform asks where your images came from, you have a file that answers the question clip by clip. You are not guessing after the fact. The trade-off is real: if your topic has no archival record, there is nothing to pull, and ViewMade is the wrong tool for that job. But when the footage exists, you get the event itself, not an approximation of it.

What it costs

ViewMade has no free tier and no signup credit. Production starts after payment succeeds.

Plan	Price	Renders per month	Cost per Short
Starter	$29/month	50	$0.58
Pro monthly	$59/month	150	$0.20
Pro yearly	$29.50/month equivalent ($354/year)	150	$0.20

Starter is monthly only; there is no annual Starter plan. Pro billed yearly is a 50% discount against the monthly rate. Pro adds 10 AI child videos per month, priority render queue, and API plus MCP access. Agency pricing is custom.

When this is the wrong tool

ViewMade makes documentaries about real events from archive material. If your job is different, use something else, and say so plainly:

• You already have footage to edit. Descript gives you the most control editing around a recording. CapCut edits a script and clips you already have. Submagic captions and polishes an existing clip.
• You want a presenter on camera without a camera. HeyGen puts an avatar on screen with supplied media.
• You need clips from a long video you already made. Opus Clip finds them.
• Your topic has no archival footprint. If no archive, map, or chart covers the subject, ViewMade has nothing to source. A generation-first tool such as InVideo fits better there.

None of these tools name clip sources the way ViewMade does, because none of them work from named archives. Pick based on what you start with: existing footage, a face, a long video, or a real event.

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Frequently asked questions

What does an outlier finder actually do?

It identifies videos that performed well above their channel's normal range, so you can study what worked instead of guessing. ViewMade covers the next step: turning a proven topic into a finished Short. You find the outlier, ViewMade builds the documentary version of it.

Where do the visuals come from?

Real archive footage, maps, and charts, not AI-generated frames. Every render includes a media credits file naming the source of each clip. StoryShort offers partial attribution with web-sourced imagery; InVideo, Revid, and AutoShorts generate their visuals and provide no source credits.

Does ViewMade get access to my YouTube channel?

It requests read-only permission (youtube.readonly) to import data. After import, the access token is discarded and no refresh token is stored. ViewMade cannot upload, edit, delete, or comment on your channel. You download the package and publish it yourself.

What languages does it support?

Voiceover comes in 5 languages. The interface runs in 7: English, Turkish, German, Spanish, French, Italian, and Portuguese. Subtitles are embedded in the video itself, in one of 7 styles.

How much does it cost per video?

Starter costs $29 per month for 50 renders, which is $0.58 per Short. Pro costs $59 monthly or $354 per year for 150 renders, which is $0.20 per Short. There is no free tier, and production begins only after payment succeeds.