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The process

How we turn your niche into a content map.

This page explains exactly what we do after you join Batch 5. The short version: we find the accounts already winning, download their best posts, and turn the patterns into usable intelligence for your product.

100

accounts discovered in your niche

~20

viral posts downloaded per selected account

5+

layers of reverse engineering

1

master library for your niche

Why account selection matters

The value is not just finding accounts. It is finding accounts that would be useful if they were yours.

A random popular account does not help much. We care about accounts with audiences, formats, emotions, and content systems your product can learn from. If an account is getting attention with a format that can be adapted to your product, it becomes a map.

Relevant

The account speaks to the same kind of audience, pain, identity, or aspiration your product serves.

Proven

The posts have real traction, recent views, and signals that TikTok already rewards the content.

Repeatable

The formats, hooks, pacing, and visuals can be adapted without copying the creator directly.

Step by step

What happens inside the service.

01

We understand your product first

Before searching TikTok, we clarify what your product sells emotionally: the audience, pain, desire, identity, transformation, and category language. This makes the research specific to your product instead of a generic competitor scrape.

Output: Product context used to judge which accounts are actually relevant.

02

We find 100 accounts in your niche

We search for TikTok slideshow accounts already getting attention from the type of people your product wants to reach. The goal is to find accounts that are relevant, active, repeatable, and useful to study.

Output: A database of 100 accounts with profile data, performance metrics, captions, hashtags, and AI scoring.

03

We identify the accounts worth studying hardest

Not every account is equally valuable. We look for accounts that, if they were yours, could reasonably bring attention, traffic, or customers because their content system matches your market and can be adapted.

Output: A selected set of high-value accounts with clear reasons for why they matter.

04

We download their most viral slideshow posts

For the selected accounts, we pull the strongest posts, usually around 20 per account. You receive the metadata and the actual slide images, organized so the creative can be studied directly.

Output: Downloaded posts with metadata, engagement data, music data, hashtags, and slide image files.

05

We reverse engineer the slideshows

We analyze what each post is doing psychologically and structurally: the hook, emotion, audience pain, pacing, visual style, CTA, save mechanics, share mechanics, and why the slideshow worked.

Output: Post-level reverse engineering that explains the mechanics behind the performance.

06

We compress each account into a creator blueprint

After the deep analysis, we compress the important patterns into a cleaner account summary. This removes noise and keeps the reusable systems: hooks, formats, psychology, visuals, pacing, and product adaptation ideas.

Output: One compressed intelligence summary per account.

07

We build the master content library

Finally, we synthesize all accounts together to find the laws of the niche: recurring emotional systems, hook systems, formats, pacing rules, visual patterns, conversion angles, and anti-patterns.

Output: A master library that tells you what your niche already rewards.

The data

What we extract and deliver.

The details below are what make the research useful. You receive the source accounts, the posts, and the structured intelligence that explains what to study.

From every discovered account

This tells us whether the account is relevant, active, strong, and worth studying for your niche.

UsernameDisplay nameBioFollowersVerified statusTotal postsSlideshow countSlideshow ratioAverage views in recent windowTotal recent viewsComment ratioView-to-follower ratioPosts per weekConsistency scoreDays since last postAverage slides per slideshowTop hashtagsSample captionsRelevance scoreReplicability scoreContent styleHook patternsEmotional angleSlideshow structureWhy the account is usefulPatterns to studyReason for selection

From every downloaded post

This gives you the actual creative and the performance context behind it.

Post IDPost URLDescriptionHashtagsViewsLikesCommentsSharesFavoritesEngagement rateSlide countPublished dateDays since publishedPost ageAuthor usernameAuthor display nameAuthor verified statusMusic titleMusic authorDownloaded slide images

From each compressed account analysis

This is the cleaner blueprint version: the patterns that matter after the deep reverse engineering.

Creator archetypeAudience archetypeCore identityMain emotional systemMain aspiration systemMain psychological driversTop hook patternsTop storyline structuresTop visual patternsTop aesthetic patternsTop copywriting patternsTop pacing patternsTop save mechanicsTop share mechanicsTop emotional triggersTop aspiration triggersTop identity mechanicsTop transformation mechanicsTop humanity markersTop CTA patternsBest performing formatsBest product adaptationsAnti-patternsKey virality mechanicsTop 5 insightsCompressed creator summary

Final package

You get the accounts, the posts, and the systems behind them.

100-account discovery database
Selected high-value accounts to study
Downloaded viral slideshow posts
Post metadata and slide images
Post-level reverse engineering
Compressed account intelligence summaries
Master content library for your niche
Delivered through Discord after onboarding

The goal is not to hand you inspiration. The goal is to give you a research base that shows what your niche already responds to, so you can create from evidence instead of guessing.

Batches 1-4 sold out · Batch 5 open for 5 clients