As the digital landscape evolves, Drupal 10 is embracing Artificial Intelligence (AI) to deliver smarter websites. From automating editorial workflows to personalizing user journeys, AI empowers Drupal to do more with less effort.
🔧 Real-World AI Use Cases in Drupal 10
Smart Content Recommendations
Use AI to suggest articles, products, or videos tailored to each visitor.
Tools: Smart Content, Acquia Personalization
Automated Content Generation
Create blog intros, meta descriptions, or even full articles with GPT integrations.
Tools: OpenAI Drupal Module
Image Recognition and Auto Tagging
Automatically analyze uploaded images and assign tags or alt text.
Tools: ImageAutoTag, Google Vision API
AI-Powered Chatbots
Integrate conversational interfaces to guide users, collect data, or offer support.
Tools: Dialogflow, Botpress, or custom ChatGPT APIs
Voice Search Integration
Make your Drupal site accessible to voice search queries.
Tools: Web Speech API, Google Assistant Actions
⚙️ How to Implement AI in Drupal 10
Step 1: Choose Your Use Case
Do you want to automate content, improve UX, or analyze data? Pick one or two clear goals.
Step 2: Select Modules or External APIs
Depending on your goal, you might:
Use contributed Drupal modules (like
openai,smart_content)Connect to external APIs (e.g., OpenAI, AWS, Azure Cognitive Services)
Step 3: Set Up API Access
Example: For OpenAI,
Then add your API key at /admin/config/openai.
Step 4: Integrate with Workflows
Add AI buttons to CKEditor
Set automation rules with Drupal Rules
Connect with Drupal cron or events for auto-processing
📦 Recommended Drupal 10 AI Modules
| Module | Description |
|---|---|
openai | Integrate ChatGPT-style text generation |
image_autotag | Auto-tag images using Google Vision |
smart_content | Personalize content dynamically |
contentai | Inline AI tools for text editing |
botman | Connect chatbots to Drupal |
🔐 Best Practices
Use caching: AI-generated content should be cached to reduce API calls.
Limit user roles: Control who can access AI features.
Monitor API usage: Avoid unexpected billing from usage spikes.
🧠 Final Thoughts
Drupal 10 is now not just content-driven but intelligent. With AI, your site can think, adapt, and engage users better than ever. From startups to enterprise-level platforms, integrating AI into Drupal is a step toward future-ready digital experiences.