How to Start AI Dropshipping: A Beginner’s Walkthrough

With dropshipping, you sell products through your online store while a supplier handles shipping them to your customers.

You generally don’t need to keep stock at home or buy large quantities of products upfront.

Here’s how it works:

A customer places an order → You arrange fulfilment → The supplier ships the product → You handle customer support.

For example, imagine a supplier charges $10 for a product and you sell it for $60.

That leaves a $50 difference, but it isn’t all profit.

You still need to account for shipping, payment processing fees, advertising, returns and any other business expenses.

And even though the supplier handles delivery, you’re responsible for making sure the product is described accurately and helping customers if something goes wrong.

AI tools and automation can save you time, but you still need to know how orders and customer support work.

An AI store builder can help you create the basic layout of your website without designing everything yourself.

Open the builder you want to use, enter your email address and complete the registration process.

Look for the option to create a store. Depending on the platform, it might say something like Build My Free Store.

This gives you a basic website that you can customise later.

Choose fashion and apparel

For our example, select Fashion and Apparel, or the closest available category.

We’ll focus on comfortable everyday hoodies and sweatshirts throughout this guide.

If you haven’t decided what you want to sell yet, you can still follow along and use this as a practice store.

Before listing anything for sale, check the supplier, product quality, shipping costs and delivery times.

Choose your banners

Next, select banner images that suit the clothing store.

Since we’re focusing on casual everyday clothing, look for images showing relaxed outfits, hoodies or sweatshirts.

Use similar colours and photography across your homepage and product pages.

You’ll be able to adjust the images later, so don’t spend too much time trying to get everything perfect at this stage.

Once the website has been generated, look at how the banners appear on both desktop and mobile.

When the AI builder asks you to connect Shopify, follow the registration instructions.

You may see an introductory subscription offer during setup.

Read the details carefully, especially how long the offer lasts and what you’ll pay afterwards.

Complete the account information and enter the country where your business is actually based.

This is different from choosing the countries you want to sell to. Your customer destinations can be configured separately.

Once your Shopify account is ready, return to the AI builder.

Connect your Shopify store

Follow the instructions for connecting your Shopify account.

If the builder asks for your store URL, copy it from Shopify and enter it in the format requested.

If you have more than one store, double-check that you’re connecting the correct one.

Save the connection and continue.

Choose your Shopify plan

Depending on the setup, you may need to select a Shopify plan before moving forward.

Look at the subscription price, billing frequency and renewal cost.

Some introductory offers only apply for a limited time, and the price may change afterwards.

Also see whether the advertised price requires an annual commitment.

Use accurate business and billing information. If you enter your home address, check whether it appears anywhere customers might see it, such as store policies or automated emails.

Install the AI builder app

Some AI store builders require you to install an app in Shopify.

If yours does, read what permissions the app is requesting before installing it.

Then return to the builder and start generating your store.

The button might say Customise My Store or something similar.

Let the process finish before opening the website preview.

The exact buttons and order of these steps can vary depending on the builder you’re using, so follow the instructions shown in your account.

Once the AI builder finishes, open your store preview and see what it has created.

Go through the homepage, product pages, About section, shipping information and return policies.

Keep the unfinished store password-protected while you’re checking everything.

Check the website content

Start with the store name, images and product descriptions.

If the AI builder has written an About page with a made-up company story, replace it with accurate information.

The same applies to customer reviews, product claims and anything else you can’t verify.

If there’s an order tracking page, test it to understand how it works.

You should also read through the shipping and return policies.

Just because the AI builder has created these pages doesn’t mean the information is correct for your business.

Edit the design and shipping information

Open the theme editor in Shopify and choose the section you want to change.

You can update headings, replace images, adjust the layout and edit other available settings.

For shipping information, use details confirmed by your supplier.

For example, if the website shows a one-day delivery estimate, don’t simply change it to five days because that sounds more realistic.

Find out how long the supplier takes to process orders, how long delivery usually takes and which countries those estimates apply to.

Then use that information consistently across your website.

Once you’ve made your changes, open the store on your phone to see how everything looks.

Next, open AutoDS to research products for your store.

Connect your Shopify store if you haven’t already.

AutoDS offers tools for product research, importing products and managing supported fulfilment processes.

Some features may require a particular subscription or additional charges, so look at what’s included in your plan.

We’ll explore a few of its research features using our hoodie and sweatshirt store as an example.

TikTok Analytics: Find products people are interested in

Open the TikTok Analytics section and look at the products and videos available.

Before relying on the numbers, check which country and date range you’re viewing. Some sales figures may also be estimates.

Since we’re researching clothing, pay attention to how sellers present hoodies and sweatshirts.

Look at how they demonstrate the fit, show the material, explain sizing and style the products.

Save a few products that look promising so you can compare them later.

A product getting attention on TikTok doesn’t guarantee it will sell well through your own website. Your prices, delivery options and audience could be completely different.

Marketplace and Handpicked Products: Compare your options

Next, explore Marketplace and Handpicked Products, if those sections are available in your account.

Use the filters to narrow down the results by category, price and destination country.

For our example, look for hoodies and sweatshirts that fit the casual clothing style we’ve chosen.

Pay attention to shipping.

Some listings may offer faster delivery to certain countries, but that doesn’t mean every product or size has the same delivery time.

Open the supplier details and look into:

• Materials and care instructions
• Measurements and sizing
• Available colours and sizes
• Product and shipping costs
• Processing and delivery times
• What happens if an item arrives damaged or incorrect

You can also open competitor stores to see how similar products are being sold.

If AutoDS suggests a selling price or estimated profit margin, don’t rely on that number alone.

See whether shipping, advertising, payment fees and potential refunds have been included.

Before deciding to sell a product, order a sample if possible.

For clothing, you’ll want to see the material, stitching, sizing and how the item actually looks when worn.

Ad Spy: See how clothing products are advertised

Ad Spy allows you to explore advertisements related to different products.

Look for ads featuring hoodies, sweatshirts or similar clothing.

Watch how the videos begin.

Do they show someone wearing the outfit? Demonstrate the fit? Show different ways to style it?

Then watch what happens throughout the rest of the video.

You can also read the comments to see what people are asking.

Questions about sizing, fabric thickness or how clothing fits can help you decide what to include in your own product pages and videos.

Use the examples to understand what customers want to see, but create your own footage and wording.

Trending Products: Explore more ideas

You can also browse Trending Products to find other products to research.

If something catches your attention, compare it with the products you’ve already saved.

Look at the supplier, price, delivery times and who might want to buy it.

Just because a product is getting attention doesn’t mean it’s selling well or making a profit.

Keep a short list of the products you’re most interested in rather than changing direction every time you see something new.

Once you’ve found a product you want to investigate further, you need to understand how orders will be handled.

AutoDS has tools that can help with sending orders to supported suppliers and updating tracking information.

Before turning on automatic orders, make sure AutoDS supports the supplier and products you’ve chosen.

Find out:

• How you’ll pay the supplier for orders
• Whether additional fees or credits are required
• How tracking information reaches your Shopify store
• What happens if an order fails
• How cancellations, returns and other problems are handled

Understand how AutoDS payments work

If you decide to use Fulfilled by AutoDS, look at how its managed balance and Auto-Order Credits work.

These are used for different parts of the fulfilment process, and you may need to fund them separately.

Money paid by customers through Shopify doesn’t automatically become available in your AutoDS fulfilment balance.

Read the payment requirements before enabling the feature so you know what funds you’ll need available to process orders.

You should also check your order settings carefully before testing anything, so you don’t accidentally place a real supplier order.

Even with automation, you’ll still need to monitor orders, deal with delivery problems and answer customer questions.

Consider custom branding later

Some suppliers or fulfilment services may offer custom packaging or other branding options.

If you’re interested in those features, find out what they cost and whether there are minimum order quantities.

You should also ask about production times and samples.

For your first product test, I’d focus on understanding the product, supplier and delivery process before spending money on custom packaging.

With your product category decided, it’s time to choose a store name.

ChatGPT can help you come up with ideas.

The more information you give it about your products and the style you want, the more relevant its suggestions are likely to be.

For our clothing store, you could use this prompt:

ChatGPT prompt

Suggest 15 names for an online clothing store focused on comfortable everyday hoodies and sweatshirts.

The style should feel clean, modern and relaxed.

Keep the names easy to pronounce and spell. Avoid names that sound like existing major fashion brands.

Give a short explanation for each suggestion. Do not claim that any name, domain or trademark is available.

Once you have a few names you like, say them out loud and picture how they would look on your website or social media profile.

Before settling on one, search for existing businesses using similar names and look into domain and trademark availability.

ChatGPT can suggest names, but it can’t guarantee that you’re free to use them.

After choosing a working name, you can start experimenting with a logo.

For our clothing store, I’d begin with something simple, such as a clean wordmark.

You can use an AI image generator to explore different ideas.

Try this prompt:

AI image prompt

Create a simple wordmark logo for [chosen name], an everyday clothing brand selling hoodies and sweatshirts.

Use a clean, readable style with black lettering on a plain white background.

Avoid detailed illustrations, mockups, slogans and decorative effects.

Spell the brand name exactly as provided.

Once you have a design you like, look closely at the spelling and lettering.

AI image generators can sometimes make mistakes with text, so don’t assume everything is correct.

Try viewing the logo at a smaller size, similar to how it would appear in your website header.

If it becomes difficult to read, simplify the design.

Export a suitable version and upload it through your Shopify theme settings.

Then see how it looks on desktop and mobile, including whether the background works with your website header.

Use your chosen name, logo and colours consistently throughout the store.

For our hoodie and sweatshirt example, we’re focusing on comfortable everyday clothing.

Your website images, product descriptions and social media content should reflect that.

You could create content showing:

• How a sweatshirt fits in a particular size
• What the fabric looks like up close
• How customers can compare measurements with clothing they already own
• Different ways to style the same hoodie
• How to care for the clothing properly

These are all things someone might want to know before buying.

Use accurate product information when writing descriptions or creating content.

If AI generates a claim about the material, comfort or quality of a product, confirm it yourself before publishing.

Once your store is ready, you need to think about how people are going to discover it.

Two common approaches are organic content and paid advertising.

Organic content

Organic content means publishing posts and videos without paying for their distribution.

You’re still investing time, and you might need product samples or editing tools, but you’re not paying to promote each post.

For our clothing store, you could create a few short videos showing:

• How a hoodie fits
• A close-up of the fabric
• Two ways to style one sweatshirt
• How to choose the right size
• Answers to common questions about the product

You can post these on platforms such as Instagram or TikTok and see what kind of response they get.

Pay attention to comments, questions and website visits to understand what people are interested in.

Paid advertising

Paid ads allow you to spend money promoting your products to an audience.

Before trying them, decide how much you can afford to spend and how you’ll measure the results.

Your store should also be working properly, with accurate product information and a checkout process you’ve tested.

If your budget is limited, start by testing organic content before spending money on ads.

Once you have your product information and a few content ideas, ChatGPT can help you organise them into videos.

For example, you can tell it what you’re selling, who your customers might be and what footage you’re able to record.

Try this prompt:

ChatGPT prompt

Help me plan five short videos for an everyday clothing store.

Product: [product]

Verified details: [material, measurements, colours and care instructions]

Audience: [description]

Available footage: [what I can film]

For each video, provide an opening line, three simple shots and one call to action.

Keep the language natural. Do not invent customer reviews, product benefits, discounts or sales results.

Once ChatGPT gives you the ideas, choose a video idea that works with the footage and product sample you already have.

If it suggests showing the fabric, use footage of the real product.

If you’re demonstrating the fit, mention the size being worn so viewers have some context.

ChatGPT is also useful for drafting Instagram captions and carousel posts using the product details you’ve already checked.

AI design and editing tools can help with the visuals, but the finished content should still accurately represent what customers will receive.

And if you use an AI presenter, don’t make it look like a real customer giving a personal review.

Before opening your store to customers, go through these final checks:

• Inspect your product and confirm the supplier arrangements.
• Calculate your costs, including expenses beyond the supplier’s price.
• Check your product descriptions, images, sizing and delivery information.
• Read through your shipping, return and contact pages.
• Test the checkout process and confirm how orders will be fulfilled.
• Prepare a few pieces of content to introduce your products.

If you’d like more prompts and practical tasks to help you get started, my free AI E-Commerce Starter Guide is available on the Ebook page of this website.

You can also follow @buildwithvanja on Instagram for more ecommerce and AI tutorials, or join the community waitlist to hear when it opens.