A Shopify merchant needs an automated way to tag products being added to their Shopify store inventory. They source hundreds of products weekly from various dropshippers and upload the unstructured data to Shopify programmatically. Because the data is unstructured, Shopify is unable to power the merchant's storefront search. While the merchant can add tags inside the Shopify Admin, the experience of doing this on hundreds of products weekly is time-consuming.
To solve this, the merchant wants to build a custom Shopify app on Gadget that will run every new product description through an automated tagging script.
In this example, we'll build a custom product tagging app that listens to the product/create and product/updatewebhooks from Shopify, runs product descriptions through a tagging script, and sets tags back in Shopify.
Requirements
To get the most out of this tutorial, you will need:
At least one product in your store that has a product description
Prefer a video?
Follow along to build a full-stack, multi-tenant automated product tagger application for Shopify.
You can fork this Gadget project and try it out yourself.
You will still need to set up the Shopify Connection after forking. Continue reading if you want to learn how to connect Gadget to a Shopify store!
Step 1: Create a Gadget app and connect to Shopify
Our first step will be to set up a Gadget project and connect our backend to a Shopify store via the Shopify connection. Create a new Gadget application at gadget.new and select the Shopify app template.
Because we are adding an embedded frontend, we are going to build an app using the Partners connection.
Both the Shopify store Admin and the Shopify Partner Dashboard have an Apps section. Ensure that you are on the Shopify Partner
Dashboard before continuing.
Click the Create App button
Click the Create app manually button and enter a name for your Shopify app
Click on Settings in the side nav bar
Click on Plugins in the modal that opens
Select Shopify from the list of plugins and connections
Copy the Client ID and Client secret from your newly created Shopify app and paste the values into the Gadget Connections page
Click Connect to move to scope and model selection
Now we get to select what Shopify scopes we give our application access to, while also picking what Shopify data models we want to import into our Gadget app.
Enable the read and write scopes for the Shopify Products API, and select the underlying Product model that we want to import into Gadget
Click Confirm
Now we want to connect our Gadget app to our custom app in the Partners dashboard.
In your Shopify app in the Partners dashboard, click on Configuration in the side nav bar so you can edit the App URL and Allowed redirection URL(s) fields
Copy the App URL and Allowed redirection URL from the Gadget Connections page and paste them into your custom Shopify App
Now we need to install our Shopify app on a store.
Click on the store we want to use to develop our app
You may be prompted about Store transfer being disabled. This is okay, click Install anyway
Click Install app to install your Gadget app on your Shopify store
Having an issue installing?
If you are getting a permissions denied error when installing your app, try logging in to the Shopify store Admin!
You will be redirected to an embedded admin app that has been generated for you. The code for this app template can be found in web/routes/index.jsx.
At this point, Gadget copies the selected Shopify models, their types, validations and associations into your Gadget backend. These models are ready to process webhooks as soon as you install the app on a Shopify store.
We're going to install this app on a Shopify development store:
Click on a development store to start the installation
Gadget handles Shopify's OAuth for us, all we need to do is click the Install app button when prompted to grant our app permission to use the selected API scopes and the connection is made.
Step 2: Add new model for tag keywords
The next step is to create a model that will store our list of vetted keywords that we can use to power our tagging script. These keywords can be different types of products or brands. Make sure to add keywords that will be found in your products' descriptions!
Click + next to the DATA MODELS header in the nav to add a model, and call it allowedTag
Click + in the FIELDS section to add a field, and name it keyword
Gadget instantly creates a new table and column in the underlying database, and generates a GraphQL CRUD API for this model. Test it out the API in the API Playground!
Click on the create action in the ACTIONS section of the allowedTag model page
Click the Run Action button to open up the create action in the API Playground
Using the API Playground, we can make a create call to our allowedTag model to store a new keyword. The GraphQL mutation is pre-populated already, all we need to do is update the keyword value to the keyword we want to store.
Add the following to the Variables section of the API Playground:
copy-paste into the Variables section of the API Playground
json
{
"allowedTag":{
"keyword":"sweater"
}
}
Click the Execute query button to run the mutation
We can run the same mutation again with a different keyword value to store additional keywords.
We can also check to make sure our tag keywords have been saved.
Go back to the main Gadget editor
Click on the allowedTag model
Click on Data in the left nav underneath allowedTag to go to the data viewer for this model
We can see our added allowedTag records!
Step 3: Build your tagging script
Gadget keeps your app and store in sync by generating a CRUD (Create, Read, Update, Delete) API around each of your cloned models and wiring up each of the API actions to their corresponding Shopify webhook. If the Shopify store fires a products/create webhook, Gadget will run your Create action on the Product model. By default, this action uses the incoming params from the webhook to create a record in your database. Similarly, if Shopify fires the products/update webhook, Gadget will run your Update action which updates the record with the incoming params.
What makes Actions special is that they can be completely customized. You can change what happens when the action runs by adding custom code to the run and onSuccess functions.
Anatomy of a model action
By default, model actions have two defined functions, run and onSuccess.
run is a required function, and applies changes to the database by default (ie. creates, updates, or deletes a record). If you need to add any custom code that updates the database, you can add it to this function. The run function is transactional by default and has a 5-second timeout.
onSuccess is optional, and is called after the run function completes successfully. It is a great place to add side effects and longer-running operations, such as sending an email or making a potentially long-running API call to another service.
For more information on model actions, read our documentation.
Now that we have keywords to check against, we can write our tagging script. Because we want this script to run every time a product record is created or updated, we'll add an Effect to the create and update actions on shopifyProduct:
Click on shopifyProduct in the left nav
Select the create action
Replace the contents of the shopifyProduct/actions/create.js code file with the following snippet:
This snippet will run on every incoming products/create webhook that is sent by Shopify, and determines if tags need to be added by cross-referencing the body of the incoming payload against the stored keyword records by making an internal API request to Gadget. Should any words match, they're sent back to Shopify as new tags for the product.
Gadget gives us a connections object as an argument to our effect function, which has an authenticated Shopify API client ready to go. We use this object to make API calls back to Shopify to update the tags and complete the process.
Sharing code between actions
We also use Gadget's changed helper on our record to avoid entering an infinite loop. This looping can occur when a Shopify webhook triggers code that updates our Shopify store. Because we have added this change detection, we can use the same code for both the create and update actions.
Instead of duplicating the code in both places, we can create a new shopifyProduct/utils.js file to hold our shared code:
Now this code will be run every time a product is created or updated in a Shopify store.
The record.changed helper is a special field that Gadget has included to help prevent an infinite loop when updating Shopify records.
When we call shopify.product.update(...) the product in our Shopify store will be updated. This update action will fire Shopify's products/update webhook. If we are using this webhook as a trigger for running custom code that updates a product, we will be stuck in an endless loop of updating our products and running our custom code.
We can use record.changed to determine if changes have been made to the key on this record and only run our code if changes have occurred.
For more info on change tracking in Gadget, refer to the documentation.
Step 4: Add shop tenancy and permissions to allowedTag model
Right now the allowedTag model only has a single field, keyword. If you're building a public Shopify app, you also need to associate keywords with individual stores so that all the shops that install your app don't share keyword records.
It's also important to grant your embedded app permission to call the create and delete actions on the allowedTag model. Access to custom model APIs are always disabled by default for embedded app users. If you encounter a GGT_PERMISSION_DENIED error when building an embedded app, you probably need to go into the Roles and Permissions page and grant embedded app users access to your Gadget app API.
Add a new field named shop to the allowedTag model
Make shop a belongs to relationship field and select shopifyShop as the related model
Select the has many option when defining the inverse of the relationship so that shopifyShop has many allowedTags
With this added Shop relationship, you will be able to track what keywords are used for individual shops. To automatically filter by the current shop when reading from your allowedTag model, you can add a Gelly snippet to enforce shop tenancy automatically.
Click on Access control in the nav to go to the permissions page
Enable the read, create, and delete actions for your allowedTag model on the shopify-app-users role
Click + Filter next to the read action, type tenancy into the input, and hit Enter on your keyboard to create a new Gelly file
Go to the file by clicking on the File icon
Add the following Gelly fragment
accessControl/filters/tag/tenancy.gelly
gelly
filter ($session: Session)onAllowedTag[
where shopId ==$session.shopId
]
This snippet selects all allowedTag records when the related shopId is equal to the shop id of the current session. The current session is managed for you when you connect to Shopify, and session records including the current session can be viewed on the session Data page in Gadget.
This handles shop tenancy for your read action, and will also be applied for update, delete, or custom model actions. For custom actions, it's advisable to leverage Gadget's preventCrossShopDataAccess helper which prevents the modification of the shop relationship on all model actions to which it is applied.
Go to your allowedTag/actions/create.js file and paste the following code:
The relationship to the current shop is automatically set up by the preventCrossShopDataAccess helper in the run function. By using this helper, the shopId cannot be spoofed by malicious users.
The preventCrossShopDataAccess helper is also useful for other model actions, such as delete, to enforce data tenancy in public apps.
Go to your allowedTag/actions/delete.js file and paste the following code:
16exportasyncfunctiononSuccess({ params, record, logger, api }){
17// Your logic goes here
18}
19
20/** @type { ActionOptions } */
21exportconst options ={
22actionType:"delete",
23};
For delete actions (or update, or other custom actions), using preventCrossShopDataAccess in the run function verifies that the shopId associated with the current record matches the shopId for the current session. If these values do not match, an error is triggered, resulting in the failure of the action.
You also need to update how you read your allowedTag data in the shopifyProduct update and create actions. You must filter by the currentShopId to ensure that you are only reading the allowedTag records for the current shop, as Gelly tenancy is not applied when making API requests in your backend actions.
Paste the following code into shopifyProduct/utils.js:
Now you have a multi-tenant backend. The final step is building an embedded frontend.
Step 5: Build a Shopify admin frontend
New Gadget apps include a frontend folder. When you set up a Shopify connection, Gadget automatically makes changes to this frontend folder by:
initializing your Gadget API client in frontend/api.js
setting up a default React app in frontend/main.jsx
adding a routing example in frontend/App.jsx
has two examples of rendered pages and navigation with frontend/ShopPage.jsx and frontend/AboutPage.jsx
Additional packages have also been added to your package.json upon connecting to Shopify, including @gadgetinc/react which allows for the use of Gadget's handy React hooks for fetching data and calling your Gadget project's API, and @shopify/polaris which allows you to use Shopify's Polaris components out of the box when building embedded Shopify apps.
Start building!
The entire tagger frontend code snippet is below. Additional details on some of Gadget's provided tooling are below the snippet.
Paste the following code into frontend/ShopPage.jsx
If you go to your development app, you should now be able to test it out! Go back to the embedded frontend in your store admin and start adding custom tags. You'll be able to see the created tags, along with the related shop ID, in the allowedTag Data page in Gadget.
How the frontend reads and writes data
The above snippet has everything you need to build a frontend for your app. Let's take a closer look at how you read and write data using Gadget's React tooling.
Using the API and hooks to fetch data
Your Gadget API client is already set up for you in frontend/api.js! You can use this API client to fetch data from our models using the product tagger application's auto-generated API. You can also make use of some Gadget-provided React hooks that help to read (and write) using your app's API.
The useFindMany hook will run api.allowedTag.findMany() and return a response that has data, error, and fetching as properties. You can use fetching to display a Polaris Spinner while the data is being fetched, and the error property to display and handle any request errors.
Here is the code snippets from your tagger frontend that use the useFindMany hook:
Now you need to send a request to your Gadget app's backend API to create entered keywords in your app's database. The @gadgetinc/react package also has a useActionForm and useAction hooks that will assist with making requests to any of your model actions.
Similar to useFindMany, the useAction hook returns an object with data, fetching, and error properties. Additionally, useAction returns a function that needs to be called to run the action.
For the product tagger, you are using the useAction hook to call api.allowedTag.delete:
calling the allowedTag create action in frontend/ShopPage.jsx
The useActionForm hook is used to manage the state of the form and submit the entered keyword to the api.allowedTag.create action. A Controller is also used to interact with controlled components, like those from the Polaris library.
useActionForm wraps react-form-hooks, more information can be found in the Gadget reference docs.
using useActionFrom to create new allowedTag records in frontend/ShopPage.jsx
Congrats! You have built a full-stack and fully functional embedded product tagger application! Now you can test it out.
Step 6: Test it out
First, add some keywords to your product tagger. You want to make sure to add words that are in your product descriptions. If using Shopify's default store data, SUPER and DUPER both appear in the product description of The Complete Snowboard.
Go back to the Connections page in Gadget and click Shop Installs and then Sync on the connected store if you set up a custom app through the Partners dashboard, or just click Sync if you used the store Admin to set up your app.
Gadget will fetch each of the records in Shopify and run them through your actions. Not only will this populate your Gadget backend with the store's inventory, but it will also run the effects we added, updating the tags for each synced product. Our tagging application will also run on products when they are added to the store, so any new products will also be tagged for us automatically.
Congratulations! In about 20 minutes you were able to build a custom app that updates tags in Shopify each time there is a match against the list of allowed tags.
Next steps
Now that you can add keywords using an admin UI, you may want to try adding a global action to run through all existing products that have been synced to Gadget to apply tags!
Want to build apps that use Shopify extensions? Check out our pre-purchase checkout UI extension tutorial: