Now.. TikTok on top, the most expensive and easy-to-receiving form of content is not video, but slideshow
Just a few static pictures, with text。
No need to shoot。
Don't need to show up。
No need to make a sound。
Not even editing software。
But the traffic it gets is often the same or even higher than the average video。
Why
Because TikTok algorithms value "user-active behaviour."。
In photo rotation, users go "sliding."。
And it's not the same thing to slide this move and just watch video。
Users need to move their fingers and see the next page needs to slide。
For TikTok's algorithm, this is a very strong signal, which means that users are interested in this content。
As a result, algorithms will speed up distribution and make it more frequent on For You。
More critically, the production cost of the text is much lower than the video。
Because it requires only text and pictures, the production time of a single piece of content is often less than one tenth of a normal video。
In plain words:
Low production costs
The number of videos is not lost, or even higher
There's a lot more to go on a day。
When these three points were set up
The text became the most efficient hit on TikTok。
And the real point is here:
This type of content, from choice to creation to publication, can be given to AI Agent for automatic completion。
Three tools were used:
Claude
Postiz (Appointment Release Tool)
Combining these three tools will result in a set of working streams that are continuously operational:
Selected topics
Generate a file
generate caption and hashtag
The appointment is published
Analysis of performance data
The results are fed back to content generation the following day。
What people need to do is to build up and fine-tune once a week。
Moreover, the target market is overseas。
Even if you're in the country, as long as the infrastructure is right, you can reach the American TikTok users。
It's also a 100,000 play, and the proceeds may not be a level of magnitude at all。
This article will describe in detail, from infrastructure development, automated realization, magnification strategies, to the design of hints。
i. Preparation: Infrastructure for targeting the United States market
Why the US Market must be prioritized
First, the numbers, why the United States。
In TikTok's system of realization
The amount of advertising revenue generated by each broadcast is directly related to the user ' s country。
THE CPM IN THE UNITED STATES IS AT THE TOP GLOBAL LEVEL, AND IT IS SIGNIFICANTLY HIGHER EVEN IN THE ENGLISH-LANGUAGE MARKET。
At the same time, the United States is one of the top users of TikTok。
Markets are large and unit prices are high。
There is little justification for not being a United States market for the same energy。
So you need to be an American creator。
TikTok judge the location of the user, not just one signal, but several dimensions at the same time:
IP ADDRESS
GPS POSITIONING
Equipment language and regional setting
SIM NATIONAL INFORMATION CARD
Time zone。
This information needs to be consolidated as much as possible into “the United States state”。
VPN DOESN'T GO INTO DETAIL, IT'S BETTER TO USE U.S. RESIDENTIAL IP。
THERE'S NOT ENOUGH VPN ALONE。
TikTok not only looks at IP, but also speculates from the equipment set where you really are。
So, all of this is going to be American:
iPhone: Set up privacy and security, locate services, close
Android: Setup poignant location information poignant close
Only App level closed, not enough。
In addition:
Set language to English (United States)
Set the area to United States
CHANGE TIME ZONE TO US TIME ZONE, PREFERABLY EST OR PST。
With SIM cards, it would be better if you could use an eSIM。
There is also an extremely important point:
Prepare a TikTok special device。
The reason is simple。
In your usual phone
A large number of domestic applications; access to national websites; and possibly Chinese input。
TikTok ' s ability to read this information may not be fully confirmed, but it is quite likely that it will all be used as an environmental signal。
If you prepare a special equipment, you can completely transform it into “United States equipment”。
Second-hand iPhone or Android can do as long as we can run TikTok。
Here, the infrastructure is ready。
ii. account operations section: avoid shadowban
2.1 Create US TikTok account
When the infrastructure is ready, TikTok is installed on a dedicated device in a state where VPN is connected。
When registering an account, there are several principles:
Registration by mailbox. Gmail or something free of charge on it. An account number corresponds to a mailbox。
The information pages are all in English:
User name; displayed name; personal profile。
I'M GONNA NEED A HEAD. AI GENERATES MAPS AND FREE MATERIALS。
blank headers, blank information pages, too much like new bot accounts, can be suspicious。
2.2 Prior “foster period” should not be ignored
This is the most easily overlooked step。
As soon as the account number is registered, do not immediately send the content。
The first thing is not to publish, but to let TikTok's algorithm know who you are。
This phase is called the "nurse period" and there are only three things to do during this period。
First, look at the target-like content。
If you want to do any field, you'll spend 30 minutes to an hour a day, and you'll keep brushing it。
And we must try to see it through and not jump。
TikTok will calculate the finish rate. Every time you look at it, you tell the system that this account is very interested in this field。
Second, to interact。
To focus on this impeccable account; to praise it; to write comments in English, note that they are detailed。
The more specific the comments are, the easier it is to be judged by algorithms as “quality interaction”, and the resulting increase in the credit rating for accounts。
Thirdly, nothing should be published during this period。
At least three to five days, the ideal is a week。
That way, TikTok will gradually identify your account number as an American user with a high interest in a subdivision。
So it is easier for the system to give your content priority to those who are also interested in this insinuation when you really start to publish it。
If you skip this stage, the algorithm doesn't know who you are, your content will be distributed randomly to random users。
And the random user rate is probably not interested in your content, and the interaction rate is naturally low。
With a low rate of interaction, the algorithm will judge that this element is “low-value” and, as a result, no longer spread。
Cultivation, in essence, avoids this vicious circle。
2.3 Select the direction most appropriate for the text
The most appropriate textual content is the area where the value can be passed on by text messages alone。
The easiest directions to do include:
Self-growth and efficiency
Money, investment, savings techniques
Psychology, interpersonal relations
Health and fitness knowledge
TECHNOLOGY AND AI DYNAMICS
Words, motivations
Business skills and career development。
on the contrary, those who rely on the image itself to impress people, such as travel, vlog, cooking, dance, etc., are not suitable for graphics。
In addition, the pitfalls should not be too large and narrow。
The "self-growth" is too broad to be more detailed: the early-up method at 5 a.m. for 20-year-old workers。
Why the more
Because algorithms make it easier to judge who you're targeting。
The picture is much clearer, the algorithm is better identified and the probability of reaching the right person is higher。
2.4 how to judge and process shadowban
the so-called shadowban is that the account number is unsealed, but disclosure is significantly restricted。
Common signs are:
It's an abnormally low play, and only a few dozen to a few hundred do not move
For you
You can't find anything when you search the label。
Common reasons include:
VPN OFFLINE
IP FREQUENT SWITCHING, RECOGNIZED AS AN ANOMALY
GPS LEAKS
a short period of attention, praise, commentary, as if spam
The content is contrary to community rules, such as offensive and inflammatory。
Treatment:
First, hang the account for two to three days, and don't touch it at all。
It then slowly returns to normality, looking only at content, praise and commentary。
When postings are restored, the pace of the day is followed。
If no change is made, a new account is usually re-opened, which is more economical than a dead-end account。
the account number of the shadowban cannot be restored, but recovery is both unstable and time-consuming。
Recommence from new settings and new accounts, often more rational。
Automation of the exercise: Generating content from OpenClaw
In the context of TikTok, the content of the text is created
You can give these processes to OpenClaw:
First step, analysis of hot spots on the day
(b) Step two, the production of graphics based on hot spots
Step three, which matches the appropriate picture and is printed in parallel
step 4, generate caption and hashtag
Step five, synchronize content to Postiz and schedule the release time
Step six, an analysis of the performance the day before, with further feedback to the next round。
The process is self-functioning on a daily basis。
Text content structure design
BEFORE MAKING AI GENERATION
You have to understand first: an easy-to-explosive text, what structure。
The most common and effective infrastructure is:
Page 1: hooks。
A line to stop the finger title, this is the most important page。
For example:
"THE PEOPLE OF 99% DON'T KNOW THE TRUTH ABOUT THIS EFFICIENCY."
"Don't start your morning like this again."
"A zero-cost habit that completely changed my condition."
When users brush For You
If the first page doesn't give him the idea of "I want to continue to watch,"
Then he just crossed away。
Pages 2 to 6: text。
Each page says only one point。
Each page is contained in about 20 to 40 words。
Too many words, no one wants to read
It's too little and it's worthless。
The font is big, the background and the text are clear
To make sure the user can read it on the screen。
PAGES 7 TO 8: CTA。
That's action guidance。
for example:
"Look at me, get more efficiency skills."
"Acquire first, then read."
"to the person who needs to see it."
On the total number of pages, pages 5 to 8 are usually ideal。
Too many users are vulnerable to loss; too few algorithms may feel insufficiently deep。
What about the pictures
The text requires background maps。
The most cost-effective way is to make templates in advance。
You can make 5 to 10 templates in a design tool like Canva:
Background colour or gradient
Text placement area
Fonts and fonts
Brand color。
I'm sorry
AI, WHEN CREATING A NEW TEXT, SIMPLY INSERT THE TEXT。
There are, of course, other options:
Auto-clips from libraries like Unsplash, Pecels
Or use DALL E, Midjourney, etc. to create a background。
But remember:
In the text, the picture is just a sideline。
Real hero, always text。
You don't have to focus on the picture。
In many cases, a simple gradient is enough to add white。
Once the content is generated, it is given to Postiz to schedule the release。
Postiz is a social media publishing tool that supports multiplatforms and TikTok's appointment。
In OpenClaw's work stream, it's the last ring:
Send the graphics, Caption, Hashtag, release time to Postiz API。
The release is scheduled for the US Golden Period:
EST (AMERICAN EAST TIME) FROM 7 TO 9 A.M.; 12 TO 13 P.M.; AND 19 TO 21 P.M。
When you sleep, the content is automatically sent to American users。
On the frequency of posting, it is recommended that:
Start: 1 to 2 per day
After stabilization: increase to 3 to 5 per day。
Don't go crazy at once。
too much, easy to judge as spam。
How do you run an automated process all day
The day's work is carried out by time
In the morning, OpenClaw started
• Analysis of topical topics on the day
Based on the results of the analysis, produce 5 to 10 graphics
(b) Fill the file in the template to generate the content document
automatically generate caption and hashtag for each content
Synchronize to Postiz, distributed as US gold time
In the evenings, take the data from the previous day and analyse the number of playouts, the rate of praises, the rate of collections, the rate of completion
(a) Identification of which topics, hooks and structures perform best
The results are automatically fed back into the next day's content generation。
What people still need to do is build up ahead and fine-tune the parameters once a week。
IV. Zooming policy: 100 accounts from 1 account
4.1 Best Template first found
It's not very efficient。
The most appropriate way is to start with an account number
Runs a stable "best template"。
It's a set of stable access to play:
Selected Question x Content Form x Release Time
For example: "Morning efficiency skills x 7 page graphics x 8 a.m. in the United States."
If this combination can continue to run out of more than 100,000
That's your best template。
Check this thing, usually two to four weeks。
Focus on these indicators:
(a) Playload
(a) The rate of approval
Collection rates
Rate of comment
(b) The number of powder increases
Overtime。
Particular emphasis is placed on collection rates。
Because in TikTok's algorithm, the Collection is one of the strong positive signals。
For you, you usually get a bigger double distribution。
And what is the easiest to collect
It's the kind of practical content that users want to see later。
for example:
“5 ways to help you do it ”
"3 Step Fixes something"
Such lists, step-by-step content, usually have a higher collection rate。
4.2 Two ways of horizontal expansion
When you find the best template, you go into expansion。
FORM A: SAME TYPE, MULTIPLE ACCOUNTS PARALLEL。
For example, they do "self-growth" but break into different brand directions:
ACCOUNT A: SPECIALIZED MORNING HABITS
ACCOUNT B: SPECIALIZED IN MENTAL HEALTH
ACCOUNT C: SPECIALIZED READING HABITS。
The advantage is that you can go straight to the core of proven methods and plan more efficiently。
The disadvantage is that your own accounts may compete with each other in the same type。
MODE B: TREASURE EXPANSION。
It's a way to test itself in the area of self-development
They are replicated in different fields, such as investment, technology and psychology。
The advantage is that there is little exchange of traffic and more spread of risk between the different lines。
The disadvantage is that each new line is to run a new “win-win” test。
I would recommend a mix:
FIRST USE MODE A, DO 2 TO 3 ACCOUNTS
ONCE STABILIZED, THEN USE THE WAY B TO CUT THE NEW PROTEGE。
4.3 Iron law for multi-account management
If you are to operate multiple accounts at the same time, the following principles must be strictly enforced:
EACH ACCOUNT USES A DIFFERENT DEDICATED IP
THE SAME IP LOG-IN TO MULTIPLE ACCOUNTS CAN BE EASILY LINKED TO THE SYSTEM OR EVEN BLOCKED。
Different equipment is used for each account
If the fingerprints of the equipment are consistent, they may also be judged to be the same person in a mass control number。
Do not repeat content
Same text, same picture, can easily be regarded as duplicate content。
The brand image must be completely segregated
The account name, the face, the tone, the color must be different。
staggered publication times
All accounts were sent at the same time and would appear too unusual。
Better stagger each other 15 to 30 minutes。
Risk-diffusion thinking
TikTok algorithms often change. There is no one way to play it. It's always gonna work。
The risk must therefore be spread from three dimensions:
Dispersion
Fragmentation of the platform
Sources of income are scattered。
TikTok is not just a TikTok, but can also sync the same set of images to Instagram Reels, YouTube Shorts。
At the same time, income does not depend solely on advertising。
Union marketing, digital products, brand sponsorship, etc. can also be introduced。
If you only have:
An account number
A platform
A source of income
That's the most risky structure。
V. HOW TO USE Claude 'S PUNISHMENT TO THE GREAT
Design "Sulture": identity tips
When OpenClaw automatically generates content, the most important influence is not the model itself, but the "identity hint" you give it。
I call it the soul。
SOUL, YOU TOLD AI:
Who are you and who you should be talking to。
IF THE SOUL IS NOT CLEARLY DEFINED, THE AI OUTPUT STYLE FLOATS。
Today is like an expert, tomorrow is like a chicken soup and the day after tomorrow is like a handmade robot。
So users think, "Who is talking about this account?"
A complete set of “souls”, usually consisting of five parts:
1. PERSONNEL (WHO)
For example: "You're a product manager with 10 years of combat experience in Silicon Valley, who values efficiency and believes in data."
2. LANGUAGE (HOW)
For example: “Friendly, but with a sense of authority. Professional terms could be used, but they must be explained in one sentence. Don't be ridiculous, don't be emotional.”
3. TARGET AUDIENCE (TO WHO)
For example: “Twenty-five to thirty-five years of age, resident in the United States, who want to advance their career but have a long lack of time.”
4. PROHIBITED AREAS (DON'T)
For example: “No touching on politics and religion; no use of strong negative expressions; no attacks on competitors; no export of unfounded views”
5. FORMAT REQUIREMENTS (FORMAT)
For example: "A maximum of 30 words per page; use short sentences instead of bullet bullets; add as many numbers and data as possible; use active language"
THE MORE PRECISE THESE FIVE PARTS ARE, THE MORE THE AI OUTPUT CONTENT PERSONALITY IS STABLE AND THE MORE BRANDY THE ACCOUNT。
Batch-generated hook technique
It's decided on the first page a lot。
If you want Claude to produce a lot of high-quality hooks, you need to know the most effective templates。
Common high-efficiency hooks, approximately five categories:
1. Number + Aberrant
"7 PEOPLE OF 99% MADE THE WRONG HABIT."
Direct questions
"Why are you still up every day at 5:00?"
3. Comparative structure
"What do successful people do? What do ordinary people do?"
4. Secret / undisclosed
"No one wants to talk about efficiency skills."
Loss avoidance
"You're wasting three hours a day without knowing."
A hint for Claude, which can be written as follows:
“Please generate 10 hooks on the first page of TikTok around the following themes:
It is important to include at least one of the psychological triggers of `unforeseen / curiosity / resonance / loss avoidance '
At least 3 contains numbers
At least 2 are in question form
The abstract, poetic, generic expression is prohibited。
Theme: [insert theme]”
THEN DRAW OUT THE MOST PULSIVE. OR DO A DIRECT A/B TEST TO DETERMINE WHICH HOOK IS MOST EFFECTIVE USING DATA。
Generating hints for text pages
Once the hook is confirmed, the turn is to the text page。
The most important principles here are:
1 Page = 1 View。
Must force Claude to comply。
This is how the hint is designed:
"Please generate five pages of TikTok text text around the following hooks. The rules are as follows:
One point per page
20 to 30 words per page
Include, to the extent possible, specific figures or research data
Prohibition of abstract expression
Users must be able to see and execute immediately
Use active language。
The overall structure is as follows:
Page 2: Questions raised
Page 3: Statement of reasons
Page 4: Give solutions
Page 5: Provide concrete steps for implementation
Page 6: Description of results after implementation
Hook:
Why does it have to be prescribed
Because if not, Claude can easily write it into a loose "knowledge point pile."。
And what you want is a reading path that follows the mind of the user:
Problem Reason Quick Solutions Step Quick Results
This makes it easier for users to slip one page and one page。
auto generate hashtag and caption
Apart from the chart text, Caption and Hashtag can also be handed over to Claude for automatic completion。
caption does not repeat the text
Instead, it adds to the first layer of information and creates a willingness to interact。
the ideal caption usually consists of three parts:
A supplementary view
A sentence to guide interaction
plus a few fine hashtags。
For example:
“Many are not trying, but working in the wrong way。
What's your most wasteful morning habits? Please leave a message。
#producity #munningroutine #selfimprovement”
hashtag doesn't ask too much, to be precise。
Instead of stacking a dozen general labels, select three to five core labels that are highly relevant to the content。
VI. Where will this model go
IT'S LIKELY THAT IN THE FUTURE, AI WILL BE FULLY AUTOMATED, NOT JUST FOR YOUR CONTENT, BUT FOR THE ACCOUNT OPERATION ITSELF。
But the point is not to wait for a perfect tool to emerge。
What really matters is that we start now。
Because tools can be used by anyone. It's never the tool itself。
Two things:
You started early enough
How much real data do you have。
Data and experience are the most difficult competitive advantage to replicate。
By the time the tools are really mature, they are all in use, and the pre-emptive advantage is no longer available。
VII. Q& A AND TROUBLESHOOTING
Q1: WHAT IS THE COST OF THE PRIOR PERIOD
The monthly cost under the minimum configuration is approximately:
VPN (SPECIAL IP): US$ 15 TO 20
Claude API: between $20 and $50 (subject to usage)
Postiz: free
eSIM (optional): between $5 and $15。
The total is about $50 to $100 a month。
Specialized equipment buys second-hand, a one-off of about $100 to $200。
The previous 1 to 2 months may have had little income and this period would have to be seen as an investment period。
Q2: HOW MANY DO YOU SEND EACH DAY
First two weeks: 1 per day
After stabilization: 2 to 3 articles per day
Grow up: 3 to 5 per day。
Remember, quality is always higher than quantity。
Rather than a lot of low-quality content, a small number of high-quality content would be preferable。
EVEN IF AI IS GENERATED, AN ARTIFICIAL EXAMINATION BEFORE RELEASE IS NECESSARY。
The point of automation is not low-quality water
It is to free your time and focus on really important creative judgements。
Q3: HOW LONG WILL IT TAKE TO START CASHIZING
A general rhythm is:
Weeks 1 to 2: Algorithmic learning stage, playing unstable
Weeks 3 to 4: start seeing the best template
Months 1 to 2: Play is stabilizing and approaching the liquidity threshold
3 months later: real income begins to be generated。
This is the ideal rhythm in all circumstances。
if you meet a shadowban
Or pick the wrong type
It'll be longer。
Don't expect unrealistically。
Set up the system, then optimize it with data。
Gains are outcomes, not starting points。
Q4: WHAT IF IT'S SEALED
The reasons are analysed first。
If content is irregular, the corresponding risk element is removed from the hint。
IF VPN IS IDENTIFIED, RECHECK IP AND DEVICE SETTINGS。
IF THERE IS A MULTI-ACCOUNT CONNECTION, THERE IS A COMPLETE SEPARATION OF IP AND EQUIPMENT。
Usually, rather than reactivating the old account, it would be better to reopen the new one with a new one。
An infrastructure system that does not depend on a single account should therefore be established from the outset。
Q5: WHAT ABOUT LEGAL RISKS
In general, several points need to be noted:
TikTok's use clause, which may limit the geographical disguise through VPN, requires periodic review。
Even when revenues come from overseas platforms, tax returns are usually required。
AI COPYRIGHTS FOR THE CREATION OF CONTENT REMAIN IN AREAS WHERE THE LAW IS NOT YET FULLY CLEAR。
In particular, it is important to avoid the unauthorized use of the work of others。
Q6: No OpenClaw, okay
Yes. Except OpenClaw
There are also n8n, Make (formerly Integromat) and alternative solutions based on LangChain's own Agent。
What really matters is not a specific tool, but whether you understand the architecture:
AI X AUTOMATION X TIME SCHEDULE
The tools will always change。
As long as you understand the bottom logic, you can do it with a different tool。
Q7: WHAT ARE THE MARKETS OTHER THAN THE UNITED STATES
If you look at the high advertising unit market in the English-speaking region, the United Kingdom, Canada and Australia are good。
Moreover, content directed at users in the United States can often be reused almost in its original form in those countries。
ALL YOU HAVE TO DO IS SWITCH VPN NODES AND CREATE SEPARATE ACCOUNTS BY COUNTRY, SO YOU CAN COVER MULTIPLE MARKETS AT THE SAME TIME。
Condensed in a few words:
The TikTok text is one of the most efficient content forms at present。
It can be fully automated by AI Agent。
IF YOU'RE GOING TO BE IN THE U.S. MARKET, THE WHOLE "AMERICANIZATION" OF RESIDENTIAL IP VPN EQUIPMENT IS THE BASIS。
The adoption period is a “school” for algorithms, which cannot be saved。
Run a win-win template with an account, then expand horizontally。
The "soul design" in the hint determines the quality of content。
There must be a multi-channel spread of risk on the realization。
If there are ideas, now is the best time。
When the tools are fully mature, everyone will do the same。
It is because of the poor information that today the pioneer dividend is real。