AI-Agents for Editorial in Research working with Chatwork

Summarize videos, verify leads, write briefs. Every one is ready to run, and you can adjust it in plain language.

Spot Outlier Videos

Show which recent video topics are drawing unusual views.

Catch a breakout upload while its topic can still shape your next video, with a chat alert grounded in views from similar ages.

Works with13 tools
Write Video Research Briefs

Find video sources for stories and flag claims needing review.

Your team gets a short answer with video links and claims to check, without digging through long transcripts.

Works with8 tools
Flag Viral Facebook Posts

Bring fast-rising posts to editors with a suggested story angle.

Catch fast-rising Facebook posts while conversations are growing. Your editor gets a chat alert with traction figures and a timely story angle.

Works with14 tools
Research Outlier Videos

Spot recurring topics in standout peer videos for future coverage.

Get a ranked list of videos that beat their channels' usual views, with links and patterns to consider for your next content plan.

Works with11 tools
Write Research Reports

Check story background against sources and report uncertain claims.

Get a sourced answer in your team's question thread, with links to the pages read and a clear note where evidence conflicts.

Works with8 tools
Extract Video Transcripts

Place readable transcripts on video checklists for editorial review.

Get a readable transcript beside each new upload in your publishing checklist, or a clear flag when captions never appear.

Works with6 tools
Log Video Transcripts

Give editors timed speech from new channel videos beside source links.

Keep new channel videos and available Apify YouTube transcripts together in your research log, with timestamps and passages to check by ear.

Works with5 tools
Summarize Shared Videos

Summarize source videos in chat with links to useful moments.

Catch up on captioned videos your team shares. Get the main points by topic and links to moments worth a closer look.

Works with7 tools
Summarize Shared YouTube Videos

Digest shared videos before editors pursue a story angle.

Get a quick read on videos your team shares in your research chat, with key ideas and takeaways beside the original link.

Works with7 tools
Find Outlier Videos

Surface standout competitor videos for upcoming story planning.

See which competitor videos drew twice their channel's usual views, with the topics and engagement figures you need to plan your next videos.

Works with6 tools
Track Channel Uploads

Keep watched video sources current for story planning.

Your shared watchlist shows new uploads and changed video details, with a clear note when a channel needs a manual check.

Works with8 tools
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