This Magnetix tool helps marketers boost conversions and ranking by analyzing content quality with AI lead scoring. You get fast, clear feedback for optimizing guides, eBooks, checklists, and posts to turn them into effective lead magnets. Ideal for content marketers, B2B marketers, and SaaS companies looking for a search‑friendly lead generation tool.

Content Analysis: Upload assets (PDFs, webpages, blog posts) for evaluation.

Automated Scoring: Scores items based on engagement factors: clarity, relevance, incentive, and format.

Custom Criteria: Users can adjust weights (e.g., value propositions vs. formatting).

Professional Report: Generates a clean scorecard with suggestions to improve performance.

| Component | Stack / Responsibility

| Backend | Python (FastAPI) with OpenAI GPT for text scoring

| Frontend | Modern framework (Streamlit or React) for report display

| Dev Tasks | API design, prompt engineering, content parsing, UX UI

| Deployment | Hosted on AWS / DigitalOcean with secure CI/CD pipeline

Insightful Reports help content teams optimize lead magnets before publishing.

Time Savings: Converts manual content review into minutes.

Actionable Feedback: Includes recommended changes to headlines, content clarity, format, and call-to-action.

Automates complex marketing decisions using AI.

Delivers measurable feedback, e.g., “This PDF scores 75/100; improve clarity score by 10% with a stronger headline.”

Flexible and customizable to niche marketing needs.