The Bulk Runs feature allows you to run your AI apps at scale.

Let's say for example, you've built the ideal content generator for your business and you want to run it for 100 different topics. This feature allows you to upload a table with all the topic and have the app run across all entries generating the content for each topic.

You can also connect your CMS (such as Wordpress or Webflow) to create drafts directly from our interface.

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How to use Bulk Runs

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1. Create a new Job

Start by preparing your CSV file using the spreadsheets software of your choice (i.e Google Sheets). Then head to the Bulk Runs dashboard page and click the New Job button, this will open up a modal where you can first select the App that you want to run at scale. Upload the CSV file you prepared, and map the inputs of the app to the columns in your sheet. Lastly, add the inputs you want to include. Each output that you add will be added a column to your table.

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2. Run the Job

After creating the job, the data should take a few seconds to load. When done, click the Run Job button. This will start running your app across all the table entries (5 rows at a time) and filling in the output columns. This functionality is done in the background and you'll receive an email notification once the job is done.
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3. Edit the Outputs (optional but recommended)

We always recommend taking a second look at the AI content generated, adding your own expertise, and polishing the copy overall. As you edit multiple outputs, you'll start to identify common editing patterns that you can use as feedback for improving your content generation app. You can edit each output by clicking the edit Button at the start of each cell contents.

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4. Connect to your CMS

Finally it's time to use the results, you can download the table from the top toolbar or you can connect to your CMS of choice (at the time of writing this article, we support Wordpress and Webflow and will be adding more in the near future). Once you authorize your CMS, you can configure it by specifying a site and any other fields specific to the CMS your using. Then you can map the table columns to your CMS fields. If the content field is rich text, Moonlit handles converting the output if it's in markdown to html to be properly parsed. After, you create the draft for a row, you can click on the link that shows up next to it to take you to the draft editing page to make any final adjustments before publishing.