n8n template to create dual-source expert articles with internal knowledge and web research (Lookio + Linkup)

Create truly authoritative content that search engines and readers trust. This n8n workflow template automates an advanced “hybrid research” process, blending your unique internal expertise from Lookio with the latest, most relevant information from the live web.

Instead of relying on a simple prompt, this workflow uses an AI planner to deconstruct topics, queries your Lookio knowledge base for internal facts, and simultaneously searches the web for fresh insights. The result is a comprehensive, source-rich brief that an AI writer uses to compose a high-quality article with unparalleled depth and credibility.

Why this hybrid research workflow is a game-changer for content

In an era where content quality is paramount, this workflow gives you a competitive edge by automating the creation of articles that demonstrate true expertise, experience, authoritativeness, and trustworthiness (E-E-A-T).

• Boost credibility and E-E-A-T: Combine the factual reliability of your internal knowledge base (via Lookio) with timely external sources to create content with unmatched authority.
• Minimize AI hallucinations: Ground the AI writer in two distinct sets of factual, cited information—your internal documents and credible web pages—dramatically reducing the risk of invented facts.
• Automate the entire research process: Mimic the workflow of an expert research team by automating topic planning, internal fact-checking, external research, and drafting in a single, scalable process.
• Scale high-quality content: This is the perfect solution for content marketers, SEO specialists, and technical writers who need to produce deeply researched articles efficiently and consistently.

How the n8n workflow functions

This template orchestrates a sophisticated, multi-step “Plan, Dual-Research, Write” process for perfect articles every time.

1. Plan: You provide an article title, and an AI “planner” breaks down the main topic into a logical array of sub-questions.
2. Dual research: For each sub-question, the workflow performs two research actions in parallel: it queries your Lookio assistant for internal knowledge and uses Linkup for a targeted web search.
3. Consolidate: All retrieved information—internal facts and external insights—is compiled into a single, comprehensive research brief.
4. Write: The complete, source-rich brief is handed to a final AI writer, which composes a high-quality article based only on the provided research, integrating all source links as citations.

Setup guide and requirements

You can launch your automated content engine in just a few minutes.

• You’ll need:
  • A Lookio account to build your internal knowledge base. You can sign up for free and get started.
  • A Linkup account for real-time, AI-powered web research.
  • An AI provider account (e.g., OpenAI).
• Quick setup:
  1. Add your API keys and credentials for Lookio, Linkup, and your chosen AI provider into the corresponding n8n nodes.
  2. Activate the workflow.
  3. Use the built-in form to generate your first hybrid-research article.

Taking your content automation to the next level

This template is a powerful foundation. You can easily extend its capabilities:

• Automate publishing: Connect the final output to a Webflow or WordPress node to automatically create draft posts in your CMS.
• Generate content in bulk: Replace the Form Trigger with an Airtable or Google Sheet trigger to generate a batch of articles from your content calendar.
• Customize the writing style: Tweak the system prompt in the final AI writer node to match your brand’s tone of voice or to optimize for specific SEO keywords.