Dida

The Viral Video Factory That Runs Itself Full breakdown 5 min read Four tools handle content creation. MultiLogin, together with Nodemaven, covers the part nobody talks about: scaling accounts and keeping them running through bans and shadowbans. I spent two months building the content side of the system. Research identifies the format, Claude writes the script, CapCut edits the video, and Make handles tasks on whichever platforms it can reach through supported APIs. The bottleneck appeared when scaling. Once one account became twelve, the videos were ready, but the remaining work still required manually managing logins, apps, and account states. What Was Already Automated The first three stages were covered. Research starts with a spreadsheet tracking 40 channels within a single niche. The key rule: I compare every breakout video against that channel's own median views, not its raw view count. The result isn't a copied topic, but a repeatable format: the first frame, opening line, pacing, and the structural reason why the video outperformed the channel's baseline. Claude turns that pattern into a production-ready package: an eight-word hook, a five-shot script, one visual instruction per shot, narration, and a final beat. CapCut turns it into a finished 25-second vertical video: motion, voice, captions, music, and a 9:16 export. That's where the creative work ends. You have a complete MP4 file ready to publish. If a platform provides a supported publishing API, Make still handles the file, caption, and schedule, then writes the result back to the tracking sheet. This works as long as the API supports the entire workflow. But here's where the gap appears: each account needs a native app or a dedicated mobile environment. With twelve accounts, the videos are already finished, while the operator is still juggling twelve app installations, logins, uploads, and task statuses. That's no longer a content creation problem — it's a mobile execution problem. The missing layer fits into the workflow like this: Research → Claude → CapCut → MultiLogin → Native App → Publish MultiLogin doesn't replace the content stack or Make. It fills the gap where you need a cloud phone and native app execution. MultiLogin: One Cloud Phone Per Account I ran the entire workflow across twelve profiles and checked the completed runs in Logs. Setting Up a Profile Each profile is a remote cloud phone environment designed to run native apps. Give it a name, choose a platform, and attach a proxy. I used Nodemaven proxies. I tested several providers, and Nodemaven offered the best speed and IP trust scores. In Custom mode, enter the host, port, username, and password, then click Check proxy once. The check returned a US exit location and ISP details. If you don't have your own proxy pool yet, give Nodemaven a try. (A Black Friday promotion is currently running). After the included minutes are used up, an active cloud phone costs from $0.00672/min. Billing starts after a successful launch and stops when the device is shut down. The Cloud Phone Itself Clicking Start triggers a real connection sequence: fetching data, launching the cloud phone, and connecting to it. Next, you get the app screen in the MultiLogin library: TikTok, Instagram, Facebook, YouTube, X, Reddit, Snapchat, and Pinterest — all accessible from one panel. This is exactly what browser-based tools are missing. An API can publish a video, but it can't control a native app or show you the account's state directly inside that app. Creating a Task The automation tool comes with ready-made templates. I selected "TikTok video posting," assigned the profile I had created, uploaded an actual file (food.mp4), and scheduled the publishing time. The form exposed exactly the fields you'd expect from a full-featured publishing tool: video script, location, product ID and title for shop links, sound matching, and volume settings. What Changed With Twelve Profiles The repeatable unit of the workflow now looks like this: Profile → Proxy → Native App → Assigned Task The MP4 file and account login no longer require separate handoffs. Each account's environment and assigned task are visible in one workspace. Things Worth Keeping in Mind Bulk proxy management is located separately from individual profile setup, and finding it was less intuitive than I expected. Once I found it, saved proxies and bulk assignment worked across selected profiles. You can also assign different saved proxies to different groups. The full process is covered in MultiLogin's documentation. As for billing, one thing deserves more attention: it's surprisingly easy to leave a phone connected and idle. The meter tracks connection time, not activity. Cost Breakdown - Claude Pro: $20/month - CapCut Pro: My plan costs around $15/month - MultiLogin subscription and profile capacity: Depends on the selected plan (20% discount code: NODE20) - MultiLogin cloud phone runtime: From $0.00672/min per active phone after included minutes are used - MultiLogin automation tasks: Billed separately where applicable - Nodemaven proxies: go.nodemaven.com/Kenn from $2.45 per GB (A Black Friday promotion is currently running) The $0.00672/min rate is the published runtime price for one active cloud phone, not the total cost of running twelve profiles. The full cost of operating twelve profiles combines the subscription and profile capacity, phone runtime, automation task usage, and proxies. These components vary depending on usage, so I list them separately rather than presenting a misleading flat total. Bottom Line Previously, "five tools" meant four tools that actually made the video, plus one missing piece afterward: the account, the app, and the login — all of which I still had to handle manually. Now the fifth tool fills that gap. Research, scripting, and video production stay exactly where they were. Everything after export happens inside a native mobile app instead of through a publishing API. Every clip still starts with a single prompt. It just finally has somewhere real to go.