Summary

Each entry in the library uses a 10-point scorecard that rates key credibility signals like author transparency, source citation, bias, domain authority, and more. With a total score out of 20, the system provides a clear visual cue for:

This tool is ideal for content creators, researchers, students, journalists, and anyone who wants to separate signal from noise in an age of information overload.


Scoring Instructions

Rate each category from 0 (No), 1 (Somewhat), or 2 (Strong Yes) based on the article’s content and presentation.

Category Description Score (0-2)
1. Author Transparency Is the author's name, background, and expertise clearly stated?
2. Source Citation Are claims backed by credible sources, links, or references?
3. Date & Relevance Is the content recent or clearly marked with a publish/update date?
4. Bias & Balance Does it present multiple viewpoints or acknowledge limitations?
5. Fact vs. Opinion Are facts and opinions clearly separated?
6. Domain Authority Is it published on a reputable site or journal (e.g., .edu, .gov, etc.)?
7. Writing Quality Is the writing clear, coherent, and free of manipulation or hype?
8. Expertise Signal Does the author demonstrate subject-matter expertise with examples?
9. Community Trust Does the article have high engagement, peer recognition, or shares?
10. Visual Integrity Are charts, infographics, and media used ethically and labeled well?

Total Score: ____ / 20


Final Assessment

(Choose one)