GPT-3 AI Content from Airtable to Webflow

I created 150 pieces of targeted content for my website in just a few hours using a no-code pipeline combining Airtable, OpenAI GPT-3, Zapier, and Webflow. This page documents the approach, tools, and workflows involved.

The Stack

• Airtable --- database for organizing content topics and storing generated content
• OpenAI GPT-3 --- AI model for generating content from structured prompts
• Zapier --- automation platform connecting the tools together
• Webflow --- website builder and CMS for publishing the content

How It Works

Semi-Automated Approach

In the semi-automated workflow, you manually execute a script to extract relevant information from Airtable and pass it to OpenAI's API for processing. The generated content is then repopulated into Airtable and finally pushed to Webflow using Zapier.

Fully Automated Approach

In the fully automated version, the entire pipeline runs without manual intervention. When a new item is added to Airtable, the automation triggers content generation via GPT-3, stores the result back in Airtable, and pushes it to Webflow's CMS for publishing.

Step-by-Step Setup

1. Structure Your Airtable Base

Set up your Airtable base by deciding on the types of content you want to include in your library and how to organize them. Each row represents a content piece with fields for the topic, prompt, generated content, and publication status.

2. Set Up Webflow CMS

Configure your Webflow CMS collection with the right field types --- ensuring the CMS reflects the types of content you want to publish. Fields should map to your Airtable structure.

3. Connect via Zapier

Zapier connects Airtable to Webflow and handles the data transfer. When a new item is added or updated in Airtable, Zapier automatically creates a corresponding entry in the Webflow CMS. It also handles formatting the text properly for markdown rendering.

4. Generate AI Content

Use OpenAI's GPT-3 API to generate content based on prompts stored in Airtable. The prompts are structured to produce consistent, high-quality output that fits your content strategy.

Tools and Accounts Needed

To replicate this workflow, you will need accounts for:

• Airtable (Pro Plan recommended for scripting)
• OpenAI (API access)
• Zapier
• Webflow

Note: The scripting functionality requires upgrading to Airtable's Pro Plan.

Learn More

I wrote about this in detail in my newsletter, The Discourse, under the title "No-Code + AI to Create a Content Library on Steroids."