Content Quality Audit Report
Generated: 2025-12-18 Total Briefs: 1405 Executive Summary This audit reviews all 1,405 briefs across 8 pillars for content quality improvements. Quality Thresholds Minimum (pass): 1000 words, 3 sections, 2 sources Target (optimal): 1200+ words, 4+ sections…
Generated: 2025-12-18 Total Briefs: 1405
Executive Summary
This audit reviews all 1,405 briefs across 8 pillars for content quality improvements.
Quality Thresholds
- Minimum (pass): 1000 words, 3 sections, 2 sources
- Target (optimal): 1200+ words, 4+ sections, 3+ sources
Key Findings
- 1071 briefs have only 2 sources (need 1+ more)
- 506 briefs have fewer than 1100 words
- 157 briefs have only 3 sections
Per-Pillar Analysis
AI
Total Briefs: 167
Statistics
- Average word count: 1224
- Average sections: 6.6
- Average sources: 3.0
- Publication years: {2020: 21, 2021: 26, 2022: 16, 2023: 31, 2024: 37, 2025: 36}
Improvements Needed
- Low word count (<1100): 45 briefs (27%)
- Low sections (<4): 35 briefs (21%)
- Low sources (<3): 97 briefs (58%)
Sample Briefs Needing Improvement
2024-06-10-apple-intelligence-integration.json: sources=22021-05-06-china-ai-ethics-guidelines-release.json: sources=22021-01-12-us-national-ai-initiative-office-launch.json: sources=22021-02-10-edps-ban-biometric-surveillance.json: sections=3 | sources=22020-12-10-uk-ai-roadmap-publication.json: words=1025 | sources=2- … and 118 more
Compliance
Total Briefs: 191
Statistics
- Average word count: 1208
- Average sections: 6.4
- Average sources: 2.3
- Publication years: {2020: 29, 2021: 33, 2022: 29, 2023: 35, 2024: 20, 2025: 45}
Improvements Needed
- Low word count (<1100): 53 briefs (28%)
- Low sections (<4): 39 briefs (20%)
- Low sources (<3): 163 briefs (85%)
Sample Briefs Needing Improvement
2025-08-18-delaware-personal-data-privacy-act.json: words=10972021-02-25-australia-news-media-bargaining-code.json: sources=22025-01-31-eu-dac7-reporting-deadline.json: sources=22022-12-15-eu-pillar-two-minimum-tax-directive.json: sources=22021-07-01-south-africa-popia-enforcement.json: sources=2- … and 170 more
Cybersecurity
Total Briefs: 195
Statistics
- Average word count: 1192
- Average sections: 8.6
- Average sources: 2.5
- Publication years: {2020: 43, 2021: 19, 2022: 23, 2023: 29, 2024: 50, 2025: 31}
Improvements Needed
- Low word count (<1100): 69 briefs (35%)
- Low sections (<4): 12 briefs (6%)
- Low sources (<3): 131 briefs (67%)
Sample Briefs Needing Improvement
2020-04-29-microsoft-365-security-hardening.json: words=1027 | sources=22024-02-26-nist-cybersecurity-framework-2.json: sources=22022-08-25-lastpass-breach-disclosure.json: sources=22024-01-09-aa24-008a-androxgh0st-botnet.json: words=1099 | sources=22021-03-12-owasp-top-10-2021-update-release.json: sources=2- … and 146 more
Data Strategy
Total Briefs: 145
Statistics
- Average word count: 1194
- Average sections: 8.7
- Average sources: 2.3
- Publication years: {2019: 2, 2020: 19, 2021: 20, 2022: 23, 2023: 26, 2024: 24, 2025: 31}
Improvements Needed
- Low word count (<1100): 58 briefs (40%)
- Low sections (<4): 5 briefs (3%)
- Low sources (<3): 120 briefs (83%)
Sample Briefs Needing Improvement
2024-08-26-tefca-fhir-roadmap.json: sources=22023-01-01-california-cpra-effective-date.json: words=1084 | sources=22021-11-12-apec-cbpr-system-upgrade.json: sections=3 | sources=22023-06-27-eu-data-act-provisional-agreement.json: sources=22024-02-23-brazil-anpd-resolution-15.json: sources=2- … and 123 more
Developer
Total Briefs: 160
Statistics
- Average word count: 1172
- Average sections: 7.8
- Average sources: 2.4
- Publication years: {2019: 2, 2020: 29, 2021: 27, 2022: 27, 2023: 22, 2024: 21, 2025: 32}
Improvements Needed
- Low word count (<1100): 86 briefs (54%)
- Low sections (<4): 5 briefs (3%)
- Low sources (<3): 114 briefs (71%)
Sample Briefs Needing Improvement
2025-12-12-github-codespaces-update.json: words=10822022-11-15-typescript-4-9-release.json: sources=22022-09-20-java-19-general-availability.json: words=1007 | sources=22019-10-14-python-3-8-release.json: words=10132025-06-20-stackoverflow-developer-survey.json: words=1046- … and 136 more
Governance
Total Briefs: 177
Statistics
- Average word count: 1202
- Average sections: 6.3
- Average sources: 2.3
- Publication years: {2020: 39, 2021: 15, 2022: 25, 2023: 33, 2024: 28, 2025: 37}
Improvements Needed
- Low word count (<1100): 46 briefs (26%)
- Low sections (<4): 21 briefs (12%)
- Low sources (<3): 146 briefs (82%)
Sample Briefs Needing Improvement
2024-01-18-kyverno-cncf-graduation.json: sections=3 | sources=22022-11-22-eu-gender-balance-directive.json: sources=22024-01-15-tse-capital-efficiency-governance.json: sources=22025-05-31-chile-cmf-ncg-461.json: sources=22021-05-18-oecd-lobbying-integrity.json: sources=2- … and 151 more
Infrastructure
Total Briefs: 176
Statistics
- Average word count: 1133
- Average sections: 8.3
- Average sources: 2.2
- Publication years: {2020: 47, 2021: 15, 2022: 16, 2023: 19, 2024: 48, 2025: 31}
Improvements Needed
- Low word count (<1100): 103 briefs (59%)
- Low sections (<4): 5 briefs (3%)
- Low sources (<3): 155 briefs (88%)
Sample Briefs Needing Improvement
2025-10-03-siemens-s7-firmware-downtime.json: words=1025 | sources=22024-02-21-eu-secure-submarine-cable-strategy.json: words=1030 | sources=22024-04-11-ntia-public-wireless-supply-chain-awards.json: sources=22021-02-24-executive-order-14017-supply-chains.json: words=1047 | sources=22024-02-13-texas-instruments-lehi-300mm-ramp.json: words=1035 | sources=2- … and 162 more
Policy
Total Briefs: 194
Statistics
- Average word count: 1208
- Average sections: 7.0
- Average sources: 2.3
- Publication years: {2020: 34, 2021: 20, 2022: 37, 2023: 21, 2024: 33, 2025: 49}
Improvements Needed
- Low word count (<1100): 46 briefs (24%)
- Low sections (<4): 35 briefs (18%)
- Low sources (<3): 145 briefs (75%)
Sample Briefs Needing Improvement
2022-08-11-ftc-commercial-surveillance-anpr.json: sources=22021-04-29-ransomware-task-force-report-release.json: sources=22025-03-31-epa-methane-fee-first-assessments.json: sources=22024-04-22-hhs-ocr-reproductive-health-privacy-rule.json: sources=22021-05-12-us-eo-14028-improving-nations-cybersecurity.json: sources=2- … and 155 more
Recommended Actions
Priority 1: Add Sources
1071 briefs need additional sources. Most briefs have only 2 sources where 3+ would strengthen credibility.
Priority 2: Expand Content
506 briefs are near the minimum word count. Adding 100-200 words of analysis would improve depth.
Priority 3: Add Sections
157 briefs have only 3 sections. Adding another section would improve organization.