Multi-Tool Research Agent for Animal Advocacy

This powerful n8n workflow serves as a reusable multi-tool research agent tailored for animal advocacy. It automates real-time Google searches with Serper, scrapes web content using Jina AI and Scraping Dog (bypassing blocks on social media), performs semantic searches over the Open Paws knowledge base, generates OpenAI embeddings for similarity analysis, and routes all processing through OpenRouter LLMs for intelligent synthesis.

Key integrations include Serper API for search queries, Jina AI and Scraping Dog for robust content extraction, OpenAI for vector embeddings, and Open Paws DB for domain-specific animal advocacy data on farmed animals, corporate campaigns, and activism. It connects seamlessly to downstream tools like Text Scoring sub-workflows for performance evaluation.

Benefits include massive time savings on research tasks, modular design for embedding in larger multi-agent systems, and high-impact decision support for advocacy campaigns. Use cases: generating reports on animal welfare issues, scouting corporate policies, analyzing activist messaging effectiveness, or powering AI agents in news monitoring and content creation pipelines.

Optimized for high-impact animal advocacy, this agent ensures accurate, context-aware insights from diverse sources, making it indispensable for nonprofits, researchers, and activists automating data extraction and analysis.