Automation of the exercise: Generating content from OpenClaw<\/strong><\/p>\nIn the context of TikTok, the content of the text is created<\/p>\n
You can give these processes to OpenClaw:<\/p>\n
First step, analysis of hot spots on the day<\/p>\n
(b) Step two, the production of graphics based on hot spots<\/p>\n
Step three, which matches the appropriate picture and is printed in parallel<\/p>\n
step 4, generate caption and hashtag<\/p>\n
Step five, synchronize content to Postiz and schedule the release time<\/p>\n
Step six, an analysis of the performance the day before, with further feedback to the next round\u3002<\/p>\n
The process is self-functioning on a daily basis\u3002<\/p>\n
Text content structure design<\/p>\n
BEFORE MAKING AI GENERATION<\/p>\n
You have to understand first: an easy-to-explosive text, what structure\u3002<\/p>\n
The most common and effective infrastructure is:<\/p>\n
Page 1: hooks\u3002<\/p>\n
A line to stop the finger title, this is the most important page\u3002<\/p>\n
For example:<\/p>\n
\"THE PEOPLE OF 99% DON'T KNOW THE TRUTH ABOUT THIS EFFICIENCY.\"<\/p>\n
\"Don't start your morning like this again.\"<\/p>\n
\"A zero-cost habit that completely changed my condition.\"<\/p>\n
When users brush For You<\/p>\n
If the first page doesn't give him the idea of \"I want to continue to watch,\"<\/p>\n
Then he just crossed away\u3002<\/p>\n
Pages 2 to 6: text\u3002<\/p>\n
Each page says only one point\u3002<\/p>\n
Each page is contained in about 20 to 40 words\u3002<\/p>\n
Too many words, no one wants to read<\/p>\n
It's too little and it's worthless\u3002<\/p>\n
The font is big, the background and the text are clear<\/p>\n
To make sure the user can read it on the screen\u3002<\/p>\n
PAGES 7 TO 8: CTA\u3002<\/p>\n
That's action guidance\u3002<\/p>\n
for example:<\/p>\n
\"Look at me, get more efficiency skills.\"<\/p>\n
\"Acquire first, then read.\"<\/p>\n
\"to the person who needs to see it.\"<\/p>\n
On the total number of pages, pages 5 to 8 are usually ideal\u3002<\/p>\n
Too many users are vulnerable to loss; too few algorithms may feel insufficiently deep\u3002<\/p>\n
What about the pictures<\/p>\n
The text requires background maps\u3002<\/p>\n
The most cost-effective way is to make templates in advance\u3002<\/p>\n
You can make 5 to 10 templates in a design tool like Canva:<\/p>\n
Background colour or gradient<\/p>\n
Text placement area<\/p>\n
Fonts and fonts<\/p>\n
Brand color\u3002<\/p>\n
I'm sorry<\/p>\n
AI, WHEN CREATING A NEW TEXT, SIMPLY INSERT THE TEXT\u3002<\/p>\n
There are, of course, other options:<\/p>\n
Auto-clips from libraries like Unsplash, Pecels<\/p>\n
Or use DALL E, Midjourney, etc. to create a background\u3002<\/p>\n
But remember:<\/p>\n
In the text, the picture is just a sideline\u3002<\/p>\n
Real hero, always text\u3002<\/p>\n
You don't have to focus on the picture\u3002<\/p>\n
In many cases, a simple gradient is enough to add white\u3002<\/p>\n
Once the content is generated, it is given to Postiz to schedule the release\u3002<\/p>\n
Postiz is a social media publishing tool that supports multiplatforms and TikTok's appointment\u3002<\/p>\n
In OpenClaw's work stream, it's the last ring:<\/p>\n
Send the graphics, Caption, Hashtag, release time to Postiz API\u3002<\/p>\n
The release is scheduled for the US Golden Period:<\/p>\n
EST (AMERICAN EAST TIME) FROM 7 TO 9 A.M.; 12 TO 13 P.M.; AND 19 TO 21 P.M\u3002<\/p>\n
When you sleep, the content is automatically sent to American users\u3002<\/p>\n
On the frequency of posting, it is recommended that:<\/p>\n
Start: 1 to 2 per day<\/p>\n
After stabilization: increase to 3 to 5 per day\u3002<\/p>\n
Don't go crazy at once\u3002<\/p>\n
too much, easy to judge as spam\u3002<\/p>\n
How do you run an automated process all day<\/p>\n
The day's work is carried out by time<\/p>\n
In the morning, OpenClaw started<\/p>\n
\u2022 Analysis of topical topics on the day<\/p>\n
Based on the results of the analysis, produce 5 to 10 graphics<\/p>\n
(b) Fill the file in the template to generate the content document<\/p>\n
automatically generate caption and hashtag for each content<\/p>\n
Synchronize to Postiz, distributed as US gold time<\/p>\n
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<\/p>\n
(a) Identification of which topics, hooks and structures perform best<\/p>\n
The results are automatically fed back into the next day's content generation\u3002<\/p>\n
What people still need to do is build up ahead and fine-tune the parameters once a week\u3002<\/p>\n
IV. Zooming policy: 100 accounts from 1 account<\/strong><\/p>\n4.1 Best Template first found<\/strong><\/p>\nIt's not very efficient\u3002<\/p>\n
The most appropriate way is to start with an account number<\/p>\n
Runs a stable \"best template\"\u3002<\/p>\n
It's a set of stable access to play:<\/p>\n
Selected Question x Content Form x Release Time<\/p>\n
For example: \"Morning efficiency skills x 7 page graphics x 8 a.m. in the United States.\"<\/p>\n
If this combination can continue to run out of more than 100,000<\/p>\n
That's your best template\u3002<\/p>\n
Check this thing, usually two to four weeks\u3002<\/p>\n
Focus on these indicators:<\/p>\n
(a) Playload<\/p>\n
(a) The rate of approval<\/p>\n
Collection rates<\/p>\n
Rate of comment<\/p>\n
(b) The number of powder increases<\/p>\n
Overtime\u3002<\/p>\n
Particular emphasis is placed on collection rates\u3002<\/p>\n
Because in TikTok's algorithm, the Collection is one of the strong positive signals\u3002<\/p>\n
For you, you usually get a bigger double distribution\u3002<\/p>\n
And what is the easiest to collect<\/p>\n
It's the kind of practical content that users want to see later\u3002<\/p>\n
for example:<\/p>\n
\u201c5 ways to help you do it \u201d<\/p>\n
\"3 Step Fixes something\"<\/p>\n
Such lists, step-by-step content, usually have a higher collection rate\u3002<\/p>\n
4.2 Two ways of horizontal expansion<\/strong><\/p>\nWhen you find the best template, you go into expansion\u3002<\/p>\n
FORM A: SAME TYPE, MULTIPLE ACCOUNTS PARALLEL\u3002<\/p>\n
For example, they do \"self-growth\" but break into different brand directions:<\/p>\n
ACCOUNT A: SPECIALIZED MORNING HABITS<\/p>\n
ACCOUNT B: SPECIALIZED IN MENTAL HEALTH<\/p>\n
ACCOUNT C: SPECIALIZED READING HABITS\u3002<\/p>\n
The advantage is that you can go straight to the core of proven methods and plan more efficiently\u3002<\/p>\n
The disadvantage is that your own accounts may compete with each other in the same type\u3002<\/p>\n
MODE B: TREASURE EXPANSION\u3002<\/p>\n
It's a way to test itself in the area of self-development<\/p>\n
They are replicated in different fields, such as investment, technology and psychology\u3002<\/p>\n
The advantage is that there is little exchange of traffic and more spread of risk between the different lines\u3002<\/p>\n
The disadvantage is that each new line is to run a new \u201cwin-win\u201d test\u3002<\/p>\n
I would recommend a mix:<\/p>\n
FIRST USE MODE A, DO 2 TO 3 ACCOUNTS<\/p>\n
ONCE STABILIZED, THEN USE THE WAY B TO CUT THE NEW PROTEGE\u3002<\/p>\n
4.3 Iron law for multi-account management<\/strong><\/p>\nIf you are to operate multiple accounts at the same time, the following principles must be strictly enforced:<\/p>\n
EACH ACCOUNT USES A DIFFERENT DEDICATED IP<\/p>\n
THE SAME IP LOG-IN TO MULTIPLE ACCOUNTS CAN BE EASILY LINKED TO THE SYSTEM OR EVEN BLOCKED\u3002<\/p>\n
Different equipment is used for each account<\/p>\n
If the fingerprints of the equipment are consistent, they may also be judged to be the same person in a mass control number\u3002<\/p>\n
Do not repeat content<\/p>\n
Same text, same picture, can easily be regarded as duplicate content\u3002<\/p>\n
The brand image must be completely segregated<\/p>\n
The account name, the face, the tone, the color must be different\u3002<\/p>\n
staggered publication times<\/p>\n
All accounts were sent at the same time and would appear too unusual\u3002<\/p>\n
Better stagger each other 15 to 30 minutes\u3002<\/p>\n
Risk-diffusion thinking<\/p>\n
TikTok algorithms often change. There is no one way to play it. It's always gonna work\u3002<\/p>\n
The risk must therefore be spread from three dimensions:<\/p>\n
Dispersion<\/p>\n
Fragmentation of the platform<\/p>\n
Sources of income are scattered\u3002<\/p>\n
TikTok is not just a TikTok, but can also sync the same set of images to Instagram Reels, YouTube Shorts\u3002<\/p>\n
At the same time, income does not depend solely on advertising\u3002<\/p>\n
Union marketing, digital products, brand sponsorship, etc. can also be introduced\u3002<\/p>\n
If you only have:<\/p>\n
An account number<\/p>\n
A platform<\/p>\n
A source of income<\/p>\n
That's the most risky structure\u3002<\/p>\n
V. HOW TO USE Claude 'S PUNISHMENT TO THE GREAT<\/strong><\/p>\nDesign \"Sulture\": identity tips<\/p>\n
When OpenClaw automatically generates content, the most important influence is not the model itself, but the \"identity hint\" you give it\u3002<\/p>\n
I call it the soul\u3002<\/p>\n
SOUL, YOU TOLD AI:<\/p>\n
Who are you and who you should be talking to\u3002<\/p>\n
IF THE SOUL IS NOT CLEARLY DEFINED, THE AI OUTPUT STYLE FLOATS\u3002<\/p>\n
Today is like an expert, tomorrow is like a chicken soup and the day after tomorrow is like a handmade robot\u3002<\/p>\n
So users think, \"Who is talking about this account?\"<\/p>\n
A complete set of \u201csouls\u201d, usually consisting of five parts:<\/p>\n
1. PERSONNEL (WHO)<\/p>\n
For example: \"You're a product manager with 10 years of combat experience in Silicon Valley, who values efficiency and believes in data.\"<\/p>\n
2. LANGUAGE (HOW)<\/p>\n
For example: \u201cFriendly, 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.\u201d<\/p>\n
3. TARGET AUDIENCE (TO WHO)<\/p>\n
For example: \u201cTwenty-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.\u201d<\/p>\n
4. PROHIBITED AREAS (DON'T)<\/p>\n
For example: \u201cNo touching on politics and religion; no use of strong negative expressions; no attacks on competitors; no export of unfounded views\u201d<\/p>\n
5. FORMAT REQUIREMENTS (FORMAT)<\/p>\n
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\"<\/p>\n
THE MORE PRECISE THESE FIVE PARTS ARE, THE MORE THE AI OUTPUT CONTENT PERSONALITY IS STABLE AND THE MORE BRANDY THE ACCOUNT\u3002<\/p>\n
Batch-generated hook technique<\/p>\n
It's decided on the first page a lot\u3002<\/p>\n
If you want Claude to produce a lot of high-quality hooks, you need to know the most effective templates\u3002<\/p>\n
Common high-efficiency hooks, approximately five categories:<\/p>\n
1. Number + Aberrant<\/p>\n
\"7 PEOPLE OF 99% MADE THE WRONG HABIT.\"<\/p>\n
Direct questions<\/p>\n
\"Why are you still up every day at 5:00?\"<\/p>\n
3. Comparative structure<\/p>\n
\"What do successful people do? What do ordinary people do?\"<\/p>\n
4. Secret \/ undisclosed<\/p>\n
\"No one wants to talk about efficiency skills.\"<\/p>\n
Loss avoidance<\/p>\n
\"You're wasting three hours a day without knowing.\"<\/p>\n
A hint for Claude, which can be written as follows:<\/p>\n
\u201cPlease generate 10 hooks on the first page of TikTok around the following themes:<\/p>\n
It is important to include at least one of the psychological triggers of `unforeseen \/ curiosity \/ resonance \/ loss avoidance '<\/p>\n
At least 3 contains numbers<\/p>\n
At least 2 are in question form<\/p>\n
The abstract, poetic, generic expression is prohibited\u3002<\/p>\n
Theme: [insert theme]\u201d<\/p>\n
THEN DRAW OUT THE MOST PULSIVE. OR DO A DIRECT A\/B TEST TO DETERMINE WHICH HOOK IS MOST EFFECTIVE USING DATA\u3002<\/p>\n
Generating hints for text pages<\/p>\n
Once the hook is confirmed, the turn is to the text page\u3002<\/p>\n
The most important principles here are:<\/p>\n
1 Page = 1 View\u3002<\/p>\n
Must force Claude to comply\u3002<\/p>\n
This is how the hint is designed:<\/p>\n
\"Please generate five pages of TikTok text text around the following hooks. The rules are as follows:<\/p>\n
One point per page<\/p>\n
20 to 30 words per page<\/p>\n
Include, to the extent possible, specific figures or research data<\/p>\n
Prohibition of abstract expression<\/p>\n
Users must be able to see and execute immediately<\/p>\n
Use active language\u3002<\/p>\n
The overall structure is as follows:<\/p>\n
Page 2: Questions raised<\/p>\n
Page 3: Statement of reasons<\/p>\n
Page 4: Give solutions<\/p>\n
Page 5: Provide concrete steps for implementation<\/p>\n
Page 6: Description of results after implementation<\/p>\n
Hook:<\/p>\n
Why does it have to be prescribed<\/p>\n
Because if not, Claude can easily write it into a loose \"knowledge point pile.\"\u3002<\/p>\n
And what you want is a reading path that follows the mind of the user:<\/p>\n
Problem Reason Quick Solutions Step Quick Results<\/p>\n
This makes it easier for users to slip one page and one page\u3002<\/p>\n
auto generate hashtag and caption<\/p>\n
Apart from the chart text, Caption and Hashtag can also be handed over to Claude for automatic completion\u3002<\/p>\n
caption does not repeat the text<\/p>\n
Instead, it adds to the first layer of information and creates a willingness to interact\u3002<\/p>\n
the ideal caption usually consists of three parts:<\/p>\n
A supplementary view<\/p>\n
A sentence to guide interaction<\/p>\n
plus a few fine hashtags\u3002<\/p>\n
For example:<\/p>\n
\u201cMany are not trying, but working in the wrong way\u3002<\/p>\n
What's your most wasteful morning habits? Please leave a message\u3002<\/p>\n
#producity #munningroutine #selfimprovement\u201d<\/p>\n
hashtag doesn't ask too much, to be precise\u3002<\/p>\n
Instead of stacking a dozen general labels, select three to five core labels that are highly relevant to the content\u3002<\/p>\n
VI. Where will this model go<\/strong><\/p>\nIT'S LIKELY THAT IN THE FUTURE, AI WILL BE FULLY AUTOMATED, NOT JUST FOR YOUR CONTENT, BUT FOR THE ACCOUNT OPERATION ITSELF\u3002<\/p>\n
But the point is not to wait for a perfect tool to emerge\u3002<\/p>\n
What really matters is that we start now\u3002<\/p>\n
Because tools can be used by anyone. It's never the tool itself\u3002<\/p>\n
Two things:<\/p>\n
You started early enough<\/p>\n
How much real data do you have\u3002<\/p>\n
Data and experience are the most difficult competitive advantage to replicate\u3002<\/p>\n
By the time the tools are really mature, they are all in use, and the pre-emptive advantage is no longer available\u3002<\/p>\n
VII. Q& A AND TROUBLESHOOTING<\/strong><\/p>\nQ1: WHAT IS THE COST OF THE PRIOR PERIOD<\/p>\n
The monthly cost under the minimum configuration is approximately:<\/p>\n
VPN (SPECIAL IP): US$ 15 TO 20<\/p>\n
Claude API: between $20 and $50 (subject to usage)<\/p>\n
Postiz: free<\/p>\n
eSIM (optional): between $5 and $15\u3002<\/p>\n
The total is about $50 to $100 a month\u3002<\/p>\n
Specialized equipment buys second-hand, a one-off of about $100 to $200\u3002<\/p>\n
The previous 1 to 2 months may have had little income and this period would have to be seen as an investment period\u3002<\/p>\n
Q2: HOW MANY DO YOU SEND EACH DAY<\/p>\n
First two weeks: 1 per day<\/p>\n
After stabilization: 2 to 3 articles per day<\/p>\n
Grow up: 3 to 5 per day\u3002<\/p>\n
Remember, quality is always higher than quantity\u3002<\/p>\n
Rather than a lot of low-quality content, a small number of high-quality content would be preferable\u3002<\/p>\n
EVEN IF AI IS GENERATED, AN ARTIFICIAL EXAMINATION BEFORE RELEASE IS NECESSARY\u3002<\/p>\n
The point of automation is not low-quality water<\/p>\n
It is to free your time and focus on really important creative judgements\u3002<\/p>\n
Q3: HOW LONG WILL IT TAKE TO START CASHIZING<\/p>\n
A general rhythm is:<\/p>\n
Weeks 1 to 2: Algorithmic learning stage, playing unstable<\/p>\n
Weeks 3 to 4: start seeing the best template<\/p>\n
Months 1 to 2: Play is stabilizing and approaching the liquidity threshold<\/p>\n
3 months later: real income begins to be generated\u3002<\/p>\n
This is the ideal rhythm in all circumstances\u3002<\/p>\n
if you meet a shadowban<\/p>\n
Or pick the wrong type<\/p>\n
It'll be longer\u3002<\/p>\n
Don't expect unrealistically\u3002<\/p>\n
Set up the system, then optimize it with data\u3002<\/p>\n
Gains are outcomes, not starting points\u3002<\/p>\n
Q4: WHAT IF IT'S SEALED<\/p>\n
The reasons are analysed first\u3002<\/p>\n
If content is irregular, the corresponding risk element is removed from the hint\u3002<\/p>\n
IF VPN IS IDENTIFIED, RECHECK IP AND DEVICE SETTINGS\u3002<\/p>\n
IF THERE IS A MULTI-ACCOUNT CONNECTION, THERE IS A COMPLETE SEPARATION OF IP AND EQUIPMENT\u3002<\/p>\n
Usually, rather than reactivating the old account, it would be better to reopen the new one with a new one\u3002<\/p>\n
An infrastructure system that does not depend on a single account should therefore be established from the outset\u3002<\/p>\n
Q5: WHAT ABOUT LEGAL RISKS<\/p>\n
In general, several points need to be noted:<\/p>\n
TikTok's use clause, which may limit the geographical disguise through VPN, requires periodic review\u3002<\/p>\n
Even when revenues come from overseas platforms, tax returns are usually required\u3002<\/p>\n
AI COPYRIGHTS FOR THE CREATION OF CONTENT REMAIN IN AREAS WHERE THE LAW IS NOT YET FULLY CLEAR\u3002<\/p>\n
In particular, it is important to avoid the unauthorized use of the work of others\u3002<\/p>\n
Q6: No OpenClaw, okay<\/p>\n
Yes. Except OpenClaw<\/p>\n
There are also n8n, Make (formerly Integromat) and alternative solutions based on LangChain's own Agent\u3002<\/p>\n
What really matters is not a specific tool, but whether you understand the architecture:<\/p>\n
AI X AUTOMATION X TIME SCHEDULE<\/p>\n
The tools will always change\u3002<\/p>\n
As long as you understand the bottom logic, you can do it with a different tool\u3002<\/p>\n
Q7: WHAT ARE THE MARKETS OTHER THAN THE UNITED STATES<\/p>\n
If you look at the high advertising unit market in the English-speaking region, the United Kingdom, Canada and Australia are good\u3002<\/p>\n
Moreover, content directed at users in the United States can often be reused almost in its original form in those countries\u3002<\/p>\n
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\u3002<\/p>\n
Condensed in a few words:<\/p>\n
The TikTok text is one of the most efficient content forms at present\u3002<\/p>\n
It can be fully automated by AI Agent\u3002<\/p>\n
IF YOU'RE GOING TO BE IN THE U.S. MARKET, THE WHOLE \"AMERICANIZATION\" OF RESIDENTIAL IP VPN EQUIPMENT IS THE BASIS\u3002<\/p>\n
The adoption period is a \u201cschool\u201d for algorithms, which cannot be saved\u3002<\/p>\n
Run a win-win template with an account, then expand horizontally\u3002<\/p>\n
The \"soul design\" in the hint determines the quality of content\u3002<\/p>\n
There must be a multi-channel spread of risk on the realization\u3002<\/p>\n
If there are ideas, now is the best time\u3002<\/p>\n
When the tools are fully mature, everyone will do the same\u3002<\/p>\n
It is because of the poor information that today the pioneer dividend is real\u3002<\/p>","protected":false},"excerpt":{"rendered":"
Today, on TikTok, 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. No need to show your face. Not even editing software. But the traffic it receives is often the same or even higher. Because TikTok's algorithm values \u201cuser-active behaviour\u201d. 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:<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[149,144],"tags":[8229,967,8434],"collection":[],"class_list":["post-51846","post","type-post","status-publish","format-standard","hentry","category-jiaocheng","category-baike","tag-openclaw","tag-tiktok","tag-8434"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/51846","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=51846"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/51846\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=51846"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=51846"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=51846"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=51846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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