Works with Claude. 
@calai.app
Competitor · last 12 posts
Followers
380K
Views
No data
Engagement
0.1%
Top outlier
12.5x
A viral library curated for your niche
Thousands of posts that already broke out, ready to filter:
- Filter by niche, format, language, account size and production style.
- Every post comes with why it stood out, not just its view count.
- Updated every day, so the shelf is never last year's playbook.
- Updated daily
- TikTok, Instagram and YouTube
- Filter by format, mood and setting
Not the accounts you follow. Everything that worked in your niche
References on demand, instead of an evening of scrolling
The library is a corpus, not a feed: posts that went viral in your niche whoever published them, classified by format, language, account size and four visual axes. What used to be two hours of hunting is a filter.
Analytics
@cocinaconmarta
Your metrics
Last 30 days · vs previous 30 days148.2K
+4%Followers
Total followers across your connected channels
46
-8%Posts
Posts across your connected channels
3.9M
+22%Views
Total views on your videos and reels
312.4K
+17%Likes
Total likes received
8.9K
+31%Comments
Comments received
Your hooks
Views don't compare across networks. Pick one to see your hook ranking.
Their pillars
Sample figures. The covers are real posts.
1
200.7K
200.7KContent creation
Topics: content ideas, viral formats, repurpose content, strategy
2.9M49 posts
2
341.9K
341.9KSocial media strategy
Topics: instagram growth, follower growth, viralization
2.2M30 posts
3
222.5K
222.5KMonetization tips
Topics: business growth, testimonials, sales message, lead magnets
1M11 posts
4
30.9K
30.9KVideo editing
Topics: edit audio, editing tips, video layout, record videos
894.4K8 posts
5
10.3K
10.3KPersonal growth
Topics: overcome fear, motivation, weekly organization
697.2K21 posts
Content creation is their strongest topic: their most-posted and their best average performance.
Posting consistency
Last 30 days
20 posts · 17 active days
SMTWTFS
LessMore
Outliers from your competitors
@xntonio9
Outlier 3.5xHighly saved
Day 1. SOMBRERO FLICK‼️🇧🇷 #xntonio #football#Soccer#footballtiktok#tutorial
4.2M261.1K72580.0K8.5K
@naughtyfork
Outlier 2.8xLikes above averageHighly saved
Some delish dishes in NYC this week! #nyc #Foodie #fyp #nycfood
341.9K34.4K12011.6K4.6K
@maki.techhh
Outlier 2.5xLikes above averageHighly saved
My vacation gaming setup specs 🖤 | #techtok #setup #minimalist #setupgaming #peripherals | @CozyDanny
630.2K56.5K4928.4K2.1K
Filters you can stack:
NichePlatformFormat and typeLanguageAccount sizeProduction styleSettingMoodViews, likes, comments and engagementNichePlatformFormat and typeLanguageAccount sizeProduction styleSettingMoodViews, likes, comments and engagementNichePlatformFormat and typeLanguageAccount sizeProduction styleSettingMoodViews, likes, comments and engagementNichePlatformFormat and typeLanguageAccount sizeProduction styleSettingMoodViews, likes, comments and engagement
A shelf of proven posts, restocked every day
ContentScout reads what breaks out across niches 24/7,
classifies it and files it on the shelf,
so the reference you need is a search, not a memory.
Marketing & Social MediaYOUR NICHESep 9
58% of the viral posts in your niche are shot at home.
Across the other niches it's 37%. It doesn't say that's what made them viral, it says what the ones that got there look like.
Bring it into your content without copying anyone.
@calai.appCOMPETITORSSep 9@calai.app's videos between 10 and 15 seconds median 2.4× the views of everything longer they post.
Measured on their last 60 posts, against their own median.
Try that length on your next video.
@sephoraYOUR ACCOUNTSSep 9You've posted about pricing 5 times. All 5 beat your median, and no other topic does that.
It's your most reliable topic, and the one you post least.
Move it up in next week's calendar.
@sephoraYOUR ACCOUNTSSep 8Videos you record with an office background do 2× better than the rest of yours.
Same length, same topics. What changes is the room.
Shoot the next two there and compare.
@hormoziCOMPETITORSSep 8Their best recent post ran 7.2× @hormozi's own median after switching the hook to a question.
Their three previous posts opened with a statement.
Look at what that post had, and keep the shape.
pilates at homeYOUR NICHESep 8
Your “pilates at home” keyword is up 25% this week, and its outliers are pulling 45% more than last week's.
The conversation is still climbing.
Join it now, not once it's over.
Marketing & Social MediaYOUR NICHESep 9
58% of the viral posts in your niche are shot at home.
Across the other niches it's 37%. It doesn't say that's what made them viral, it says what the ones that got there look like.
Bring it into your content without copying anyone.
@calai.appCOMPETITORSSep 9@calai.app's videos between 10 and 15 seconds median 2.4× the views of everything longer they post.
Measured on their last 60 posts, against their own median.
Try that length on your next video.
@sephoraYOUR ACCOUNTSSep 9You've posted about pricing 5 times. All 5 beat your median, and no other topic does that.
It's your most reliable topic, and the one you post least.
Move it up in next week's calendar.
@sephoraYOUR ACCOUNTSSep 8Videos you record with an office background do 2× better than the rest of yours.
Same length, same topics. What changes is the room.
Shoot the next two there and compare.
@hormoziCOMPETITORSSep 8Their best recent post ran 7.2× @hormozi's own median after switching the hook to a question.
Their three previous posts opened with a statement.
Look at what that post had, and keep the shape.
pilates at homeYOUR NICHESep 8
Your “pilates at home” keyword is up 25% this week, and its outliers are pulling 45% more than last week's.
The conversation is still climbing.
Join it now, not once it's over.
“ContentScout is the closest I've been to having a content director: my metrics and my competitors in one place, ideas out of my own data, and a workspace per client. And it connects with Claude.”
Teo Visuals
Video editor and agency owner
@teovisuals
“I manage my personal brand and my clients' content here. I explore trends, see which posts worked and why, and get ideas that don't sound generic. Creating for yourself is the hardest part, and this makes it easy.”
Sara
Freelance content manager
@sara_quintero02
“ContentScout's AI really understands my niche. It's not generic slop, it reads my audience the way a strategist would.”
Tomi G
YouTuber
@tunigoya
Start free and see it on your own accounts
No card to start. Plans start at $29 a month.
FAQ
Tracking answers what the accounts you chose are doing. The library answers what shape works in your niche, whoever published it. One is about specific people, the other about the category.
From a corpus of posts that already broke out across TikTok, Instagram and YouTube, classified by niche, format, language, account size and visual style.
Yes, and it is one of the reasons to use it: production style, setting and mood are filters, which is impossible in a tool that only indexes words.
Daily, so what is on the shelf reflects what is working now and not the playbook from last year.
It is available from the Pro plan up.