An automated content engine that turns an app’s positioning and screenshots into daily TikTok slideshows, hooks, captions, and scheduled posts.
Added Jun 27, 2026
Consumer app founders know TikTok can drive awareness and installs, but creating enough niche-specific content every day is time-consuming. The winning workflow appears to require high posting volume, repeated hook testing, and content tailored to the audience rather than direct product ads. Solo founders usually lack the time, creative process, or budget to run this consistently.
Build a SaaS? that ingests an app URL?, screenshots, product description, audience, and competitor accounts, then generates TikTok slideshow concepts, hooks, captions, and visual posts. The first version can focus on approval-based generation rather than full automation: founders review a content queue and export or schedule posts. Over time it can add TikTok posting, multi-account calendars, performance tracking, and winner-based remixing.
Multiple builders are independently launching or requesting tools for AI-generated TikTok slideshows and viral-style hooks. TikTok and Instagram carousels/slideshows have become a low-cost acquisition channel for consumer apps, while AI reduces the cost of producing daily creative variants.
Showing 1-10 of 10 signals
I run an ai tiktok slideshow account. zero followers, zero ad spend. one post using this format hit 2.4m views. then 3m. **format is simple: 4-5 image slideshow, text overlay, trending audio.** claude picks random slides from a collection of 200 images. schedules 2-3 posts a day within a 6 hour time frame, randomizing the time it posts automatically (use [socialclaw](getsocialclaw.com) agent skill) schedule like 200 posts and forget for a month **(tip: make sure photos are 1080x1920 so TikTok accepts them).** the hook is everything though. these flopped: * "transform your living room with AI" * "see your space in 12 styles" **these hit hundreds of thousands & millions:** * **"how should I decorate my loft? I can't decide :("** * **"layout 1 or layout 2"** * **"what should I do with this space"** works in any niche. stop talking about the product. talk about people's reactions to it. **one thing people skip: before posting on a new account, go like and save posts from similar creators first.** algorithm needs to know who you are. happy to break down the hook format, the content loop, or the multi-account setup. ask anything.
I’ve literally pulled tens of millions of views using this exact strategy \[Proof\](ibb.co/.../GQM3B0d1). If you want to scale your slideshows to absurd numbers, or if you're just starting out and want to win as fast as humanly possible — read this post. Let's start with a simple question: Who is going to win? The person posting 30 times a month, or the one posting 1,000 times a month? Even if it’s the exact same core content, Person 2 mathematically has a 33X higher chance of hitting viral outlier. The entire goal of this post is to teach you how to easily scale up to 1000s of high-converting posts per month. Phase 1: Research & Asset Scraping The Plan: Stop trying to invent new formats from scratch. Just find what already works, copy it, and scale it. The Execution: Before you create a single asset, look at what the algorithm is already actively pushing. Find the top-performing slideshows in your exact niche. I personally find and save the 40 best viral concepts I can find. Then, I use \[Apify\](apify.com) to scrape those specific posts, extract the post texts, and dump it into plain text. I feed that raw text into Claude with a simple prompt to clean it up and map out the slide structure. Within an hour, you'll have 40, pre-validated content ideas with every single slide written out based on proven hooks and slides. At the same time, I use Apify to scrape hundreds of high-quality background photos from Pinterest that fit your niche. Phase 2: The "Uniqueizer" The Plan: Create dozens of unique slideshow variations from a single core idea for zero cost. The Execution: Here is the problem: you cannot just post the exact same 50 ideas over and over, or TikTok will instantly shadowban you for duplicate content. But at the same time, you can't manually write thousands of new posts because it would take tens of hours of manual labor. To solve this, I spent ab...
# If you got no clue where to start with tiktok marketing, slideshows are one easy format to try. **You’ll need to spend 4-6 hours on this on a day, and get content for 2+ months without touching it.** a great format to copy is this: **content, content, content, content, ad warmup, app push** the idea is to make slideshow posts that feel like actual content, then only bring in the App/SaaS shoutout near the end so instead of posting obvious ads, the account posts stuff that looks like normal tiktok slideshow content: lifestyle takes, niche opinions, curiosity hooks, “things nobody tells you,” etc. The images on the post are an example * find hundreds of lifestyle/travel/interior-style visuals on Pinterest / Google * use AI to generate dozens of similar captions that basically say the same thing * sneak the app into the content without making it look too promotional * posting across multiple Tiktok accounts * One of my top posts on Tiktok got 1.2M views like this: [PROOF](imgur.com/.../hDlgHvV). # HERE’S HOW TO SPEND THESE 4-6 HOURS: * 0-60 MINUTES —> Research competitors. Is your app a note taker? Search note taker on Tiktok and just view all top posts, screenshot all of them. Do NOT SKIP. * **KEEP NOTES of what they write in CAPTIONS/TEXT over slides.** Just copy paste somewhere. save for later. * Hour 1 - Hour 3 —> **Go to Pinterest.** Remember those screenshots you took? Find similar reference images on Pinterest. Spend 2 hours doing this. * Figure out what slide 1 should look like. Figure out what slide 2 should look like. etc. * Download a few images for each slide type from Pinterest. Name them as slide\_1\_1.jpg etc. * Hour 4 —> Now, not all pinterest photos are allowed to be reposted. * In that case, **ask claude code to see the images and use OpenAI Image API to generate 100x copies of those images with slight variations but keeping the same vibe!...
I’ve literally pulled tens of millions of views using this exact strategy, and it has worked for every single niche I’ve deployed it in. If you want to scale your slideshows to absurd numbers, or if you're just starting out and want to win as fast as humanly possible — read this post. Let's start with a simple question: Who is going to win? The person posting 30 times a month, or the person posting 1,000 times a month? Even if it’s the exact same core content, Person 2 mathematically has a 33X higher chance of hitting a massive viral outlier. The entire goal of this post is to teach you how to easily scale up to thousands of high-converting posts per month. Phase 1: Research & Asset Scraping The Plan: Stop trying to invent new formats from scratch. Just find what already works, copy it, and scale it. The Execution: Before you create a single asset, look at what the algorithm is already actively pushing. Find the top-performing slideshows in your exact niche. I personally find and save the 40 best viral concepts I can find. Then, I use [Apify](apify.com) to scrape those specific posts, extract the post texts, and dump it into plain text. I feed that raw text into Claude with a simple prompt to clean it up and map out the slide structure. Within an hour, you'll have 40, pre-validated content ideas with every single slide written out based on proven hooks and slides. At the same time, I use Apify to scrape hundreds of high-quality background photos from Pinterest that fit your niche. Phase 2: The "Uniqueizer" The Plan: Create dozens of unique slideshow variations from a single core idea for zero cost. The Execution: Here is the problem: you cannot just post the exact same 50 ideas over and over, or TikTok will instantly shadowban you for duplicate content. But at the same time, you can't manually write thousands of new posts because it would t...
If you got no clue where to start with tiktok marketing, slideshows are one easy format to try. You’ll need to spend 4-6 hours on this on a day, and get content for 2+ months without touching it. a great format to copy is this: **content, content, content, content, ad warmup, app push** the idea is to make slideshow posts that feel like actual content, then only bring in the App/SaaS shoutout near the end so instead of posting obvious ads, the account posts stuff that looks like normal tiktok slideshow content: lifestyle takes, niche opinions, curiosity hooks, “things nobody tells you,” etc. The images on the post are an example * find hundreds of lifestyle/travel/interior-style visuals on Pinterest / Google * use AI to generate dozens of similar captions that basically say the same thing * sneak the app into the content without making it look too promotional * posting across multiple Tiktok accounts * One of my top posts on Tiktok got 1.2M views like this: [PROOF](imgur.com/.../hDlgHvV). i set up a workflow with: * [claude code](code.claude.com/.../overview) (using terminal. it’s actually more powerful than claude app, you don’t need to be a dev to use this, just a few scary commands you copy and paste). HIGHLY RECOMMENDED to not skip. * [socialclaw](getsocialclaw.com/.../ai-agent) (CLI tool to schedule to social media. you install via `sudo npm install -g socialclaw` and claude code can schedule posts for you) * *Disclaimer: socialclaw is my tool. You don't have to use socialclaw specifically. You have other options:* * *Post manually* * *Apply to TikTok and make your own scheduler, just takes more time* * [OpenAI API](platform.openai.com/.../login) or any other image api (e.g [gemini api](aistudio.google.com), any other good image model). We’ll need this later. HERE’S HOW TO SPEND THESE 4-6 HOURS: * 0-60 MINUTES —> Research competitors. ...
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