This automation template is a self-contained AI agent built on n8n and LangChain, designed for deep research in animal advocacy and content performance analysis. It enables activists, marketers, and researchers to quickly retrieve verified data from the web, social media, and specialized databases, while predicting audience response to published content.
## Who it´s for
- Animal rights activists and organizations needing fast access to laws, articles, and current events.
- Vegan marketers creating high-engagement, ethically aligned content.
- Developers building multi-tool agent systems.
- Researchers working on animal ethics and sustainable development topics.
## What the automation does
- Processes input from chat messages or external workflow triggers.
- Conducts web searches using Serper API and Google Search.
- Scrapes content from Twitter, LinkedIn, and Instagram via Scrapingdog and Jina AI.
- Queries and enriches data from the Open Paws knowledge base.
- Scores text for expected engagement and resonance with vegan audiences.
- Finds and verifies emails using Hunter.io for outreach purposes.
- Generates final responses after iterative tool execution and validation.
## What´s included
- Ready-to-use n8n workflow with full agent logic.
- Support for chat_message_received and execute_workflow_trigger events.
- Integrations with Serper API, Open Paws Database, Hunter.io, Scrapingdog, Jina AI, LinkedIn, Twitter, Instagram.
- Basic setup and adaptation guide.
## Requirements for setup
- Active accounts in Serper, Hunter.io, Scrapingdog, and OpenRouter (for LLM access).
- Valid API keys for all listed services.
- Operational n8n instance (self-hosted or cloud).
- Access credentials for Open Paws database via HTTP API or GraphQL.
## Benefits and outcomes
- Saves time on manual research and source verification.
- Increases decision accuracy through multi-step data validation.
- Enhances content quality with predictive performance scoring.
- Centralizes insights and findings in a unified system.
- Scales research capacity without additional human resources.
- Supports long-term projects with persistent context and memory.
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.
AI agent for animal advocacy
content analysis for vegan marketing
animal welfare legislation search
text performance scoring
social media scraping with n8n
Open Paws knowledge base
LangChain research automation
Twitter and Instagram scraping
email verification with Hunter io
web data aggregation
engagement prediction for posts
scientific article processing
multi-channel AI agent
n8n workflow for activism
Google Search via Serper API
sentiment analysis of tweets
company contact lookup
Jina AI integration
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