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Research Outlier Videos

Rank relevant peer videos by views relative to each channel's norm

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Research video outliers for a requested topic
Reads
  • Topic request
    Topic request

    Your strategist's chat message names the topic or niche to research.

  • Peer channels
    Peer channels

    Your chosen channels set the peers for each topic search.

  • Research rules
    Research rules

    Your choices set the date range, video length, baseline size, outlier threshold, and result limit.

  • Video details
    Video details

    Public video details provide titles, descriptions, dates, durations, and views for matches and recent uploads.

Team chat app
Team chat app

Use team chat apps to send topics and receive findings in the same conversation.

Team chat app
Video platform
Video platform

Search video platforms for topic videos and each channel's recent uploads.

Video platform
Does the request lack a usable topic or niche?YesNo
Ask for a clearer topic in the same chat thread.
Writes
  • Clarification request
    Clarification request

    Your strategist gets a same-thread request for a clearer topic before research begins.

Find topic matches and recent uploads for each peer channel.
Screen videos and rank outliers against each channel's median.
Did no video clear the threshold with a usable channel baseline?YesNo
Explain the lack of standouts and the coverage checked.
Writes
  • Coverage notes
    Coverage notes

    Your reply explains skipped channels, excluded videos, or why no reliable standout emerged.

Reply with ranked links, relative views, and recurring patterns.
Writes
  • Ranked videos
    Ranked videos

    Your reply links standout videos and shows each one's views against its channel median.

  • Planning patterns
    Planning patterns

    Your reply highlights recurring topics and title patterns for your next content plan.

  • Coverage notes
    Coverage notes

    Your reply explains skipped channels, excluded videos, or why no reliable standout emerged.

This Agent researches your chat topic across chosen peer channels. Channel comparisons reveal videos above their usual views. Your team gets ranked links and patterns in the original chat thread.

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Slack
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ClickUp
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Zoom
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Telegram
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YouTube
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Microsoft Teams
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Google Chat
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RingCentral
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Chatwork
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Kommo
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Apify
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Made for your industry

Research Outlier Videos is made for businesses in these industries.

Made for your role

Research Outlier Videos is made for people in these roles.

Made for your department

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How Research Outlier Videos works

6 steps, in order, on every run.

  1. Read the Topic RequestIdentify the topic in the strategist's message and keep its thread for the reply. Ask for clarification there if the topic is unclear.
  2. Find Relevant Peer VideosSearch the peer channels you choose for matching videos. Keep those within your publication window and above your length cutoff.
  3. Compare Views With Channel NormsBuild each channel's median from recent long-form uploads at least 14 days old. Flag channels with too few usable uploads.
  4. Rank Outlier VideosDivide each video's views by its channel median. Rank videos that meet your chosen outlier threshold by that ratio.
  5. Spot Planning PatternsCompare titles and descriptions among ranked videos. Highlight recurring topics and title patterns as editorial observations.
  6. Reply in the Chat ThreadShare ranked links and channel comparisons in the original thread. Explain skipped channels or why no videos qualified.

How to Get Started

Connect your tools

Connect the tools you already use, such as Slack, ClickUp or Zoom.

11 tools
Set your rules
  • Choose the peer channel IDs to research and the chat conversation where strategists will send topic requests.
  • Choose the candidate publication window, the minimum video length, the baseline sample size, the minimum baseline count, and the outlier multiplier; start with 14 to 90 days old, three minutes, 10 recent eligible uploads, five usable uploads, and twice the channel median.
  • Choose how many standouts to return per request and connect access to the public video directory and the research chat.
Launch the Agent

Use safe mode to approve every result before it goes out, or let the Agent run automatically.

FAQs

Frequently asked questions about the Research Outlier Videos:

How do you decide which videos count as outliers?

You choose the publication window, video length, and outlier multiplier. The ranking compares each video's views with its own channel's recent median.

Which channels will the research cover?

You choose the peer channels and the chat conversation during setup. The Agent searches those channels when your strategist sends a topic.

What if a channel has too few videos to compare?

You choose the minimum baseline count. The reply names skipped channels when uploads or public view counts cannot support a comparison.

What happens if nothing clears the threshold?

You still get a reply with the channels and publication window checked. It explains that no relevant video met your chosen multiplier.

What happens when the Agent is unsure?

It stops and asks you. The Agent does not guess when it reaches a decision you have not approved.

Can I review its work?

Yes. Every run creates a plain-language log that you can review and export. Logs are kept for twelve months.

What happens if I cancel?

The Agent stops at the end of the billing month and its tool connections are removed. Your run logs remain available for twelve months.