Copy · paste · let it work
Prompts + Templates
These are the exact prompts I paste into Claude to do the boring parts for me. Find products, research your character, break down a winning video, build your store. Copy one, drop your links in, let it run.
The one ruleWhenever a prompt makes images or videos, Claude shows you the prompts first and waits for you to confirm. You scan them, you fix anything off, then you tell it to generate. Never let it generate blind.
Find your product
Research prompt
Find Handmade Products
Paste accounts and videos you found. It tells you which handmade products are worth running and whether you can win them.
You are my product research assistant for AI organic dropshipping. I want a HANDMADE-style winning product: something a character appears to make by hand, high perceived value, satisfying to watch, with a passionate audience behind it (a fandom, a pet, an anime, a person).
Here are accounts and videos I found: [PASTE LINKS HERE]
For each one tell me:
1. The product, and who is really buying it (the passionate audience).
2. How viral it actually is: rough total views, and how long they have been posting. New and already going viral is good. Months old with millions of views, leave it.
3. If you can, estimate the per mille: at their price, roughly how much do they make per million views?
4. Can I win it? Only say yes if they are not that viral yet, or there is a concept they have not run, or a platform they skipped, or a variant I could make (cat mug to dog mug).
5. One fresh character and angle I could run that they have not.
Rank them best to worst for a beginner. Do not pad it. If none are worth running, tell me straight.
Research prompt
Find Wow-Factor Products
For scroll-stopping gadgets and objects. No passionate audience needed, but it has to be able to go viral.
You are my product research assistant for AI organic dropshipping. I want a WOW-FACTOR winning product: a gadget or object so cool it stops the scroll on sight. It does not need a passionate audience, but it has to be able to go viral, and it has to be something people actually want to own.
Here are accounts and videos I found: [PASTE LINKS HERE]
For each one tell me:
1. The product, and why it stops the scroll in the first second.
2. How viral it actually is: rough total views, and how long they have been posting.
3. If you can, estimate the per mille at their price.
4. Can I win it? Only yes if they are not that viral yet, there is a concept or hook they have not run, a platform they skipped, or a variant I could make.
5. One fresh hook and reveal I could run that they have not.
Rank them best to worst for a beginner. If it is a cool product that cannot actually go viral, say so.
Research prompt
Find Problem-Solving Products
For products that fix a real pain. Bonus if it is a repeat purchase like a supplement or skincare.
You are my product research assistant for AI organic dropshipping. I want a PROBLEM-SOLVING winning product: something that fixes a real pain (hair growth, skin, a dog that is anxious, a baby that bumps its head). Bonus if it is a repeat purchase like a supplement or skincare.
Here are accounts and videos I found: [PASTE LINKS HERE]
For each one tell me:
1. The product, the exact problem it solves, and who has that problem.
2. The demand check: in the comments, are people asking where to buy, or just saying it looks cool? Where-can-I-buy comments mean real demand.
3. How viral it is and how long they have posted.
4. If you can, estimate the per mille at their price.
5. Can I win it, and one fresh angle that shows the before and after clearly.
Rank them best to worst for a beginner. Flag anything that is already all over Amazon or Walmart.
Set up your videos
Research prompt
Research Your Character
The character attracts the audience. This finds the best one for your product, and a look no competitor is using yet.
You are my character research assistant for AI organic dropshipping. I have a winning product and I need the best character to run it as, because the character attracts the audience. A young good looking guy pulls older women. A hard working young woman pulls older men. Match the character to whoever buys the product, and to a look nobody else running this product has used yet, so the algorithm sees it as fresh.
Product: [DESCRIBE YOUR PRODUCT]
Accounts already running it: [PASTE LINKS]
Concepts that are working: [PASTE LINKS OR DESCRIBE]
Give me:
1. The ideal buyer for this product (age, gender, vibe).
2. The best character to attract that buyer, and why, including a look no current competitor is using.
3. Whether I should keep one consistent character (handmade / personal brand) or rotate characters (wow factor / problem solving).
4. 3 to 5 concepts worth running, and which are copies of what works vs a fresh angle.
Then wait. Do not generate any image yet. Show me the character description first and let me pick before you make anything.
Breakdown prompt
Break Down A Winning Video
Paste a competitor video. It tells you the hook, the structure beat by beat, and why it went viral, so you can rebuild it.
Break down this winning video so I can recreate it: [PASTE LINK OR ATTACH THE VIDEO]
Tell me:
1. The hook: the exact first frame and the text on screen, and why it stops the scroll.
2. The structure beat by beat: every clip in order (hook, build, end result, or hook, buildup, reveal), and what is happening in each.
3. Why it actually went viral: what keeps people rewatching.
4. What I should copy exactly, and the one thing I should change to make it mine (character, variant, or angle).
Keep it concrete. I am going to rebuild this frame by frame.
Build workflow
Recreate The Video
Turns a breakdown into every image and motion prompt, one clip at a time. Confirm-before-generate is built in.
I am recreating this winning video with my own character and product. Here is the breakdown and my assets: [PASTE BREAKDOWN + CHARACTER IMAGE + PRODUCT PHOTO]
Walk me through it one clip at a time: hook first, then each build clip, then the end result.
For each clip:
1. Write me the Nano Banana Pro image prompt to recreate that frame with MY character and MY product, 2k quality.
2. Then write the Seedance or Kling motion prompt for how that image should animate.
One rule, every time: show me all the prompts first and wait for me to confirm before you generate anything. I want to scan them and fix them before a single image or video is made. Never generate blind.
Setup prompt
Name, Bio + Logo
Everything to set up your TikTok, Instagram and Facebook accounts for a new product.
I need account setup for my product. It is a [handmade personal brand / wow factor / problem solving] product about [DESCRIBE].
Give me:
1. 5 username ideas that fit the product and are easy to spell (a personal brand name if it is handmade, a product brand name otherwise).
2. A simple bio for TikTok, and a bio for Instagram and Facebook (for IG and FB it should just say get yours here with the link).
3. A GPT Image 2 prompt for a clean simple logo that matches the product.
Keep it simple. Nothing fancy, nothing that looks like a big corporate brand.
Build your store
Store template
The Anomaly Store Build
Take a competitor page apart and fill the ANOMALY template with your product. A high-converting page in one evening.
I am building my Shopify store for [PRODUCT], using the ANOMALY store template.
Here is a competitor or a store I like: [PASTE FULL-PAGE SCREENSHOT + THEIR LINK]
Here is my product info: [PRICE, WHAT IT IS, PERSONAL BRAND OR NOT]
Here is the ANOMALY template: [PASTE TEMPLATE]
Take their page apart, then fill the ANOMALY template with my product. Give me a clean copy and paste for every section: headline, subheadline, benefit bullets, description, FAQ, and the buy-box copy. Make it high converting but simple. Do not invent claims about my product I did not give you.
Quick-reference cards
Kill or scale
Scale it when a video passes 5k to 10k views and is still climbing, and you are getting where-can-I-buy comments. That is when you build the store. Kill it when you have tested 5 to 10 solid videos, your targeting and hook are fine, and nothing moves. Give a product about 3 days.
The split test
Once a video hits, change one variable and repost. Keep the hook and the song (that is why it went viral). Flip or swap the first clip, rearrange the build clips a little, or change one word or emoji in the text. One change at a time, so you know what moved it.
Want your image and video prompts to come out right?These prompts run the research and the workflow. The craft of writing the actual image and motion prompts, the KEEP / SWAP framework, character DNA, the realism code, and the exact settings for Nano Banana Pro, GPT Image 2, Seedance 2.0 and Kling 3.0, lives in the prompting bibles. Get them on the AI Setup page →
More prompts and templates drop here as I build them, including the ready-made ANOMALY store template file. Anything you want a prompt for, ask in the community and it gets added.