This automation helps uncover hidden opportunities in PDF documents — from market reports to academic papers. Using structural text analysis, the system identifies weakly connected or underdeveloped topics and generates actionable ideas for new articles, research projects, or educational content.
## Who it´s for
- Researchers analyzing documents for argumentation gaps
- Content marketers seeking new article topics based on PDF reports
- Educators and academics preparing publication materials
- Consultants working with document analytics
## What the automation does
- User uploads one or more PDF files via a web form
- System converts binaries, extracts text, and combines it into a single block
- Text is sent to InfraNodus API for GraphRAG-based analysis
- Structural knowledge gaps are detected and a content idea is generated
- Result is displayed back to the user in the form interface
- Example: from a market report, it suggests a new study connecting loosely related themes
## What´s included
- Ready-to-use n8n workflow
- Trigger logic for form_submission
- Integrations with Web Form, PDF Text Extraction, and InfraNodus API
- Basic setup and adaptation guide
## Requirements for setup
- n8n account (cloud or self-hosted)
- Access to InfraNodus API (with key)
- Configured web form capable of sending binary files
- Basic familiarity with HTTP requests and JavaScript
## Benefits and outcomes
- Saves time on manual analysis of large texts
- Objectively identifies content blind spots
- Generates data-driven creative ideas instead of relying on intuition
- Supports preparation of publications, student projects, and reports
- Enables scalable document analysis without expert involvement
## 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.
PDF content gap analysis
generate ideas from PDFs
GraphRAG text analysis
InfraNodus API
detect knowledge gaps
structural gap detection
research topic generation
content idea generator
PDF document analysis
AI-powered content suggestions
web form PDF upload
n8n automation with AI
text extraction from PDF
academic paper analysis
knowledge structure analysis
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