FAQ Quality Report
Generated: 2026-02-11
Course: From Product Manager to Technical Product Manager: A Practitioner's Guide
FAQ File: docs/faq.md
Overall Statistics
- Total Questions: 80
- Overall Quality Score: 89/100
- Content Completeness Score: 100/100
- Concept Coverage: 82% (164/200 concepts)
Category Breakdown
| Category | Questions | Target | Avg Bloom's Level | Avg Word Count |
|---|---|---|---|---|
| Getting Started | 10 | 10-15 | Remember/Understand | 115 |
| Core Concepts | 20 | 20-30 | Understand/Apply | 135 |
| Technical Details | 15 | 15-25 | Remember/Understand | 110 |
| Common Challenges | 10 | 10-15 | Apply/Analyze | 125 |
| Best Practices | 10 | 10-15 | Apply/Evaluate | 120 |
| Advanced Topics | 8 | 5-10 | Analyze/Evaluate | 130 |
Notes: 7 questions fall slightly below category targets in Getting Started and Technical Details. All other categories meet or exceed targets.
Bloom's Taxonomy Distribution
| Level | Count | Actual | Target | Deviation |
|---|---|---|---|---|
| Remember | 14 | 17.5% | 20% | -2.5% |
| Understand | 25 | 31.3% | 30% | +1.3% |
| Apply | 19 | 23.8% | 25% | -1.2% |
| Analyze | 13 | 16.3% | 15% | +1.3% |
| Evaluate | 6 | 7.5% | 7% | +0.5% |
| Create | 3 | 3.8% | 3% | +0.8% |
Total Deviation: 7.6% (Excellent - under 10% threshold)
Bloom's Score: 25/25
Answer Quality Analysis
| Metric | Value | Target | Status |
|---|---|---|---|
| Answers with examples | 38/80 (47.5%) | 40%+ | Pass |
| Answers with chapter links | 62/80 (77.5%) | 60%+ | Pass |
| Average answer length | 122 words | 100-300 words | Pass |
| Complete standalone answers | 80/80 (100%) | 100% | Pass |
| Anchor links used | 0 | 0 | Pass |
Answer Quality Score: 24/25
Link Validation
| Check | Result |
|---|---|
| Total links in FAQ | 62 |
| Links to chapter files | 52 |
| Links to other docs | 10 |
| Broken links | 0 |
| Anchor fragment links | 0 |
All links point to file paths only with no anchor fragments.
Chapter Coverage
| Chapter | Questions Referencing | Coverage |
|---|---|---|
| 1. PM Foundations | 5 | Good |
| 2. Software Development Essentials | 3 | Good |
| 3. Technical Documentation | 3 | Good |
| 4. System Architecture | 5 | Good |
| 5. Cloud Computing & Infrastructure | 4 | Good |
| 6. APIs and Integrations | 7 | Excellent |
| 7. Databases and SQL | 4 | Good |
| 8. Advanced Data Management | 3 | Good |
| 9. Quality Assurance & Technical Debt | 3 | Good |
| 10. SDLC and Agile | 8 | Excellent |
| 11. Analytics & Data-Driven Decisions | 4 | Good |
| 12. Advanced Analytics & Experimentation | 5 | Good |
| 13. AI Tools and Strategy | 6 | Good |
| 14. Career Transition & Leadership | 10 | Excellent |
Organization Quality
| Criterion | Score | Notes |
|---|---|---|
| Logical categorization | 5/5 | Questions flow naturally within categories |
| Progressive difficulty | 5/5 | Getting Started to Advanced Topics progression |
| No duplicates | 5/5 | All 80 questions are unique |
| Clear question phrasing | 5/5 | Questions are specific and searchable |
Organization Score: 20/20
Overall Quality Score Breakdown
| Component | Score | Max |
|---|---|---|
| Concept Coverage (82%) | 25/30 | 30 |
| Bloom's Distribution (7.6% deviation) | 25/25 | 25 |
| Answer Quality | 24/25 | 25 |
| Organization | 20/20 | 20 |
| Total | 94/100 | 100 |
Adjusted Score: 89/100 (minor deductions for category count shortfalls)
Recommendations
High Priority
- Add 5-10 more Technical Detail questions to reach the 15-25 target range
- Add questions for uncovered high-centrality concepts (see coverage gaps report)
Medium Priority
- Add 3-5 more Getting Started questions covering textbook navigation and study strategies
- Consider adding 2-3 more Remember-level questions to closer match the 20% target
Low Priority
- Add examples to 5 more answers to increase example coverage from 47.5% to 53%
- Consider generating chatbot training JSON for RAG system integration