Blossom analyzes thousands of viral videos to find the patterns behind what works, then tells you exactly what to improve in your next video.
Analyze your content. Find what’s working. Make your next video better.
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No link handy? Start the free trialEvery card is the analysis a post actually got. Find your niche and read the one thing it was told to change.
Beautifully shot, and it still went nowhere. The opening is the exact postcard the travel feed has shown a thousand times. Nothing about it makes you want to see what happens next.
The cozy mood lands. Then it asks for nothing. Twenty seconds of warm, well-shot baking with no reason to comment, save, or follow. Viewers enjoy it and keep scrolling.
Gorgeous gameplay that nobody talks to. Seventy-two seconds of high-end drifting that never ask the viewer a single thing. People watched and moved on, and the algorithm read the silence.
A clean fit check the feed scrolled past. The outfit works and the opening promises nothing. Twelve seconds that rely on the look alone, with no reason to stop in the first one.
A perfect room, zero saves. Fifty-five serene seconds of bedroom inspiration that never give a reason to keep them. Watched, admired, and not saved once.
The art is strong. The opening is not. A painting that could hold a feed, in a video that opens without a hook or a hint of technique. Viewers get no reason to stop before the reveal.
A postcard-perfect photo, posted as a frozen video. Twelve seconds where nothing moves. Viewers expect motion, read it as a still, and leave, and the platform reads the exit.
Beautiful movement, ordinary first seconds. Fifty-eight seconds of skilled choreography that open mid-room, mid-phrase. Nothing in the first beat says this one is worth staying for.
A cool bike is not a reason to engage. Night, rain, headlights. The shot looks the part and asks the viewer nothing, tells them nothing. It reads like every other bike post.
“Improve one thing every time.”
“Virality isn't luck. It's a systematic engineering process.”
They spent years rewatching videos to find their one thing. I've already watched 250,000. I'll find yours in 30 seconds.
Learn what works and copy the strategy.
Measured against what each creator normally gets.
Break the expected opening and you get 3× your usual views.
Typical result vs each creator's own usual views · strongest 3 of 17 opening techniques · 220,000+ videos analyzed · Aug 2026
Anyone can tell you a video got 10M views. I tell you why.
“What should I post next?”
“What are the best videos in my niche doing that I'm not?”
Four things decide whether a video travels. I score all four.
Every report ends the same way: one weakness, one fix.
Most tools hand you a score and walk away. I stay.
Three steps, and every option ranked on what actually travelled.
Where I can't rank something, I say so instead of guessing.
“You lost them at second two. Here's the frame that keeps them.”
On every paid plan, the entry one included.
I watch what they post and work out what works best for them, so you can take it.
The dashed line is their median. Only the dots above it are lessons.
Ranked by what each one earns them, not by how often they use it.
They lean on one hook 49 times. It returns them exactly their average. That's a habit, not a strength.
Volume is a habit. The orange slots are where their breakouts actually happened.
One tracked creator, 60 analysed posts over 35 days · median 64,805 views · 1.0× is a normal post for them · n = posts behind the number · account anonymised
Their last 50 posts, broken down, and a ping when they post again. Creator and up, three tracked creators to start.
Drop in your next video idea. Blossom will search and show you the videos and patterns that have already worked around it.
One run, on the house. It queries the live library, so what you get back is whatever is actually in there.
Drop any public Instagram Reel or TikTok. I pull the video, read the opening, the cuts and the audio, and name the one change with the most leverage.
Instagram Reels and TikTok videos, public posts only. A score means nothing without the right benchmark, so I ask who you make videos for before I read it.
A viral-content consultant charges $150 to $500 an hour. Blossom runs every day, on every video you post.
If the first breakdown doesn't change how you make your next video, close the tab. It cost you 30 seconds.
For creators posting their first few videos a week.
No payment due now
For solo creators serious about growth.
No payment due now
For pros who ship content every day.
No payment due now
For teams running campaigns at scale.
No. Every number I show you is measured against your own usual views, so your follower count doesn't come into it. The chart above works the same at 400 followers as at 4M.
Yes. A card starts the trial, and nothing is charged until day 7. Cancel before then and it costs you nothing. Leave it and it becomes a paid plan. I say that plainly, because a surprise charge is the worst way to meet someone.
TikTok and Instagram Reels. Paste a public link, or upload a draft before it's posted anywhere.
Blossom runs an MCP server, so your assistant can read the library and run an analysis without you opening the app.
In Claude Code, one line in the terminal:
Then run /mcp inside Claude Code and pick Blossom to sign in. In the Claude app, paste the same URL under Customize, Connectors, Add custom connector.
Add the connector, then sign in:
The login opens your browser once. After that OpenClaw holds the token and refreshes it on its own.
One command, then it opens your browser to sign in:
You can also put it in ~/.hermes/config.yaml under mcp_servers and run /reload-mcp.
All three sign you in with your Blossom account over OAuth 2.1 with PKCE. Nothing to paste into a config file, no secret sitting in your shell history. Revoke it whenever you want and the connection stops working.
38 tools once you're connected. Search videos, open up a hook or a format, check what's trending, or hand it a link and get the analysis back.
Included on Creator and up. There's also a local server and a REST API if you'd rather hold your own key. Read the docs.
You’re going to post next week. Make sure you don’t make the same mistake twice.
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