AI Search

A new Drupal module introduces native vector search using MariaDB, allowing AI-powered features without relying on external vector databases. By storing embeddings alongside application data, the approach simplifies infrastructure while maintaining transactional consistency. ...more

A blog post by Priyanka Phukan for Specbee examines how AI systems are changing search visibility by prioritising content selection over traditional ranking. The article outlines how clarity, structure, and credibility influence whether content is used in AI-generated answers. It introduces AI SEO as an approach focused on making content usable for machine-generated responses. ...more

Jeremy Andrews, Founding Partner and CEO of Tag1, has published a guide outlining an AI-enhanced site search architecture that avoids vector databases and embedding pipelines. The approach layers query expansion, summaries, and conversational follow-up onto traditional keyword search. ...more

BinaryWorks will host an online webinar on 26 February 2026 at 11:00 PST (14:00 EST) focused on Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO) for Drupal websites. The session will examine structured data practices and configuration approaches intended to support visibility in AI-driven search interfaces. ...more

In her Specbee article, Priyanka Phukan explains why modern search is no longer about matching words but understanding meaning. The shift from keyword-based systems to AI-driven semantic search reflects how users actually search today—through questions, context, and intent. For enterprises managing complex content ecosystems, this evolution isn’t optional; it’s essential for accuracy, efficiency, and digital competitiveness ...more

At the first Drupal AI Summit in Paris, speakers and developers explored concrete applications of AI in Drupal. From MCP integration and conversational search to the emerging role of GEO, the event focused on practical tools and evolving roles in AI-driven web development. ...more

1xINTERNET hosted the Drupal AI Summit at FOST 2025, spotlighting advancements in no-code AI search and the strategic S1x SIGNALS framework. Presenters emphasised how AI-driven search is reshaping digital marketing, SEO, and user engagement strategies. ...more

On Thursday, 11 December, Adimeo will host a webinar demonstrating how the Dify module brings generative AI to Drupal sites — enabling AI‑powered search, chatbots, and smarter access to existing content. The session will feature live demos, real‑world use cases, and a Q&A segment for attendees. ...more

In a detailed analysis, George Bonnici argues that vendors like Coveo charge enterprise prices for semantic search features that are now commoditized. He compares their high-cost model with an open-source stack using Drupal AI and Milvus—showing how organizations can achieve similar outcomes for 10% of the cost while gaining flexibility, control, and data sovereignty. ...more

Drupal.org now offers free 7-day demo environments showcasing AI-enhanced Drupal features. Powered by amazee.ai, these demos allow users to test tools for content creation, accessibility, compliance, and marketing—all in a secure and compliant environment. ...more

As AI tools like ChatGPT and Perplexity change how people find information online, traditional SEO alone isn’t enough. 1xINTERNET explains how llms.txt and clean Markdown content help websites surface in AI-driven answers—and why Drupal modules put site builders ahead of the curve. ...more

AI hasn’t killed SEO—it’s transformed it. In this Cheppers blog, CTO Bálint Pekker explains how AI-driven search summaries are reshaping visibility for Drupal sites, and why structured content, schema markup, and fresh authoritative content are now the keys to being cited by AI systems. ...more