Picking topics by scrolling
Two hours on the For You page, five posts you vaguely remember, and by the morning the team is back to guessing. Nothing compounds.
Content intelligence + remix workbench for TikTok teams
See what's winning. Ship the growth
Flowmilo is the growth workbench content teams open every morning. Spot the TikTok content that's actually gaining velocity, decode the playbook behind it, and ship on-brand drafts in minutes — with every post you publish making the next one sharper.
Overseas DTC brandsMCN studios and content agenciesPro creators running it like a businessPaid media and creative teamsBilingual content operationsOverseas DTC brandsMCN studios and content agenciesPro creators running it like a businessPaid media and creative teamsBilingual content operations
Why one-click AI falls short
You don't need more tools that write. You need a system that knows what's worth writing
The real bottleneck isn't output. It's knowing what to make, why it will land, and how to repeat it more reliably next time. AI writers don't touch any of that.
Remaking by guesswork
A post goes viral and nobody can articulate why. Was it the hook? The pacing? The cover frame? Without a decomposition, the team can't copy the win — only the surface.
Reviewing on vibes
Fifty posts shipped, and no one can tell you which template pulled the highest win rate on your account. The next post goes out on a feeling, not a read.
Four capabilities, one workbench
Turn winners into templates. Turn templates into growth
Flowmilo isn't a generator. It's a closed loop: find what's winning, break it down, help you remake it on brand, then learn from every post you publish.
Open the board. Today's targets are already there
Radar · Scout what's winning, in real time
Point Flowmilo at your keywords, hashtags, target creators, and direct competitors. It scouts TikTok continuously, de-duplicates results, and surfaces the posts actually gaining velocity — complete with interaction snapshots and trend curves. No more opening the app and scrolling for inspiration.
- Four radar types: keywords, hashtags, creators, competitors
- Dense first-48-hour snapshots with heat curves
- Filter by region, language, niche, and interaction thresholds
Decode the win. Not a summary — a method
Intel · Break a winner into a reusable template
Tap any post and Flowmilo returns a template card: hook type, structural skeleton, pacing, evidence pattern, persona and tone, visual beats. What your team reads is no longer a caption — it's a method they can save, share, and reuse across shoots.
- Hook classification engine: suspense, counter-intuitive, benefit-stacked, POV
- Skeleton extraction: explainer, story, list, teardown, review
- Fit recommendations for brand type, persona, and audience
Ten minutes. Not one click
Remix · Ship an on-brand draft pack, not a raw AI blob
Flowmilo combines the template card with your brand constraints — voice, forbidden claims, audience, platform rules — and hands you a draft pack: three hook variants, two structure versions, five bullet rewrites, a shot-by-shot script, and a checklist of footage your team still needs to capture.
- Brand constraint panel for voice, banned claims, and compliance rules
- A 3 × 2 × N variant matrix in a single generate
- Similarity check flags anything too close to the source post
Every post makes the next one smarter
Loop · Attribute performance back to the template
Drop the published link back in. Flowmilo pulls performance and attributes the result to the template variables — which hook types pay off for your account, which structures are decaying, which time slots actually convert. Your template library gets sharper every week you use it.
- Link refiling with automatic snapshots and time-series curves
- Template × variable win-rate attribution reports
- Team Playbook: a strategy library only your account could have written
From a winner to a remake
Same hook energy. Your product. Ten-minute turnaround
Flip between TikTok, X, and Instagram to see how Flowmilo turns a verified winner into a template card and on-brand draft pack — without the uncanny copy-paste tone of one-click AI.
How it works
Three moves. One closed loop
Start with what's already winning. Flowmilo handles the jump from signal to shipped content, and then uses the result to make the next one better.
01
Discover
Open the radar board. The posts worth acting on today are already there, with interaction snapshots and why-they-work tags. No more scrolling for inspiration.
Four radar types run in parallel: keywords, hashtags, creators, competitors.
Discover
Four radar types run in parallel: keywords, hashtags, creators, competitors.
Remake
Draft packs are editable. You tune judgement and taste, not boilerplate.
Get sharper
Your library compounds into a playbook only your team could have written.
Discover
Open the radar board. The posts worth acting on today are already there, with interaction snapshots and why-they-work tags. No more scrolling for inspiration.
Four radar types run in parallel: keywords, hashtags, creators, competitors.
Remake
Tap a winner. Get the template card and a draft pack — hook variants, structure, script, shot list — already aligned with your brand constraints. Ten minutes, not two days.
Draft packs are editable. You tune judgement and taste, not boilerplate.
Get sharper
Drop the published link back in. Flowmilo attributes performance to the template variables, and the next round of radar picks up the patterns that actually work for your account.
Your library compounds into a playbook only your team could have written.
Who it's for
Pick the lane that sounds like your team
Flowmilo is built to be useful on day one for four kinds of content operations — anywhere output quality is bottlenecked by what's worth making, not what's possible to generate.
Brand and overseas marketing teams
MCN studios and content agencies
Pro creators running it like a business
Paid media and creative teams
Why Flowmilo, honestly
You don't need Flowmilo — if you're okay with these
Here's the scoreboard against the two alternatives people usually bring up. We're not pretending to beat general-purpose LLMs at writing. We're solving the parts writing-first tools don't touch.
| General AI writers | Manual scouting + in-house writing | Flowmilo | |
|---|---|---|---|
| Where topics come from | You write the prompt | A human scrolls and remembers | Live radar surfaces them automatically |
| Why the post worked | Unknown | Senior editor's gut | Structured template card |
| Output shape | A finished blob of text | From a blank page | Editable draft pack with variants |
| Originality & compliance | Your problem | Your problem | Structure-only remix, source traceable |
| Performance feedback | None | Spreadsheets, if anyone bothers | Auto-attribution to template variables |
| Gets sharper with use | No | Depends on the human | Yes — every cycle |
- We don't compete with general LLMs on raw writing. Flowmilo owns discovery, decomposition, and attribution — the things writing-first models are genuinely bad at.
- We don't do one-click copycats. Flowmilo remixes structure and playbook, never the original copy or images. Every source is traceable and deletable.
- We don't charge per generation. You're buying a system that compounds, not a pay-per-word typewriter.
Pricing
Priced by team size. Never per generation
Pick the tier that fits how many accounts you're running. Every plan includes Radar, Intel, Remix, and Loop — the difference is scale and depth.
Free
Try the full workbench, no credit card needed
$0Free forever. Upgrade anytime.
- 30 content credits / day
- Radar: 1 creator watch
- Account, brand, and website analysis
- Intel teardowns on saved content
Startup
For founders who need a clean, reliable weekly publishing engine
$69 / monthBilled $828 / year. Cancel anytime.
- 1,000 content credits / month + 100 daily rollover
- Radar: 3 keywords + 5 creator watches
- Intel teardowns on any saved content
- Draft packs with brand constraint panel
- 7-day attribution time series
Premium
For operators who want higher throughput, faster iteration and priority access
$169 / monthBilled $2,028 / year. Cancel anytime.
- 4,000 content credits / month + 150 daily rollover
- Radar: 20 keywords + 50 creator watches
- Team library with review and approval flow
- Deep attribution: 30-day series + template × variable report
- Priority generation queue
Annual plans include a 7-day free trial. Cancel anytime
FAQ
Questions buyers ask early
Generic AI writes from whatever prompt you type. Flowmilo starts upstream: it shows you what's winning right now, breaks down why it works, and then produces a brand-aligned, editable draft pack. The difference is a finished blob of text versus a reusable method.
We combine three sources: official and authorised APIs, compliant third-party datasets, and an opt-in user-side clipper. We store only the metadata, snapshots, and interaction counts we need — never the original video assets. Every item is traceable and deletable.
No. Flowmilo remixes structure and playbook — hook type, pacing, shot rhythm — not original copy or imagery. Every draft pack runs a similarity check against the source post, and your brand constraints panel enforces voice, banned claims, and tone on every generation.
TikTok (non-China markets) is our first and deepest surface. X, Instagram, YouTube, and Reddit are next on the roadmap. If you have a specific platform pulling your team's attention, tell us — it weighs into our sequencing.
Intel and Remix — the teardown and draft-pack parts — already work against any source content you save. Only Radar is TikTok-first today. You can use Flowmilo as a template workbench now and get Radar coverage for your platform when we expand to it.
From the Team tier onward, Flowmilo supports multiple seats, shared template libraries, and an approval flow. Agency adds per-client data isolation, role-based access, and SSO.
Every plan includes a 14-day full-feature trial with no credit card required. After that, we offer a 30-day money-back guarantee on paid subscriptions — no hoops.
Flowmilo is built for teams publishing to non-China markets. If you're based in China but targeting overseas audiences, you're exactly who we built it for. If your content is primarily for Douyin or Xiaohongshu, those platforms aren't in our near-term scope.
Stop letting the next winner scroll past your team
Open Flowmilo's radar today. Decode one winner, ship one remake, refile one result. By next week your team will be picking topics from data — not from whoever scrolled the most last night.
14-day full-feature trial. No credit card. Cancel anytime.