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Reports & Analytics

Reports turn your Shield monitoring data into actionable insights and compliance documentation.

Report Types

Brand Health Report

Overview of AI accuracy about your organization over time.

Includes:

  • Health Score trend (graph)
  • Alert summary (critical/high/medium/low count)
  • Top issues (most-cited hallucinations)
  • Engine rankings (which are most accurate)
  • Recommendations (what to fix next)

Use for:

  • Executive briefings
  • Board updates
  • Monthly reviews
  • Marketing collateral

Available: All tiers

Detection Summary Report

Detailed breakdown of all detections in a period.

Includes:

  • Detection statistics (total, by engine, by category)
  • Alert details (each hallucination found)
  • Trends (are things improving?)
  • Response metrics (how quickly you acted)

Use for:

  • Weekly/monthly reviews
  • Identifying patterns
  • Prioritizing next work

Available: Professional+

Correction Effectiveness Report

How well your corrections are working.

Includes:

  • Corrections deployed (count, timeline)
  • Verification results (did corrections work?)
  • Success rate (% of corrections that stuck)
  • Trending impact (does Health Score improve?)
  • Recommendation (which strategies work best)

Use for:

  • Proving ROI of corrections
  • Optimizing correction strategy
  • Showing board impact

Available: Professional+

Engine Comparison Report

How each AI engine represents you.

Includes:

  • Health Score per engine
  • Category breakdown (which facts are accurate per engine)
  • Alert patterns (which engines hallucinate most)
  • Trend (improving/degrading)

Use for:

  • Deciding which engines to monitor
  • Prioritizing corrections
  • Understanding audience
  • Competitive analysis

Available: Professional+

Compliance Report

Audit-ready documentation for regulators.

Includes:

  • Executive summary
  • Monitoring methodology
  • Detection statistics
  • Correction history
  • SHA-256 audit trail (sample)
  • Appendices (legal, technical details)

Use for:

  • EU AI Act Article 37 audit
  • SOC 2 Type II compliance
  • Regulatory filings
  • Investor due diligence

Available: Business+

Competitive Intelligence Report

How AI represents you vs competitors.

Includes:

  • Competitive positioning analysis
  • Health Score comparison
  • Narrative differences
  • Gaps and opportunities
  • Recommendations

Use for:

  • Marketing strategy
  • Competitive positioning
  • Product prioritization

Available: Professional+

Generating Reports

Go to Shield → Reports and click Generate Report

  1. Choose Type: Brand Health, Detection Summary, etc.
  2. Set Timeframe: Last 7/30/90 days or custom
  3. Choose Filters:
    • Engines (all or specific)
    • Categories (all or specific)
    • Severity (all or above threshold)
  4. Configure:
    • Include charts: Yes/No
    • Include recommendations: Yes/No
    • Public or private (for sharing)
  5. Generate: PDF, HTML, or download data

Report generates in 1-5 minutes.

Scheduled Reports

Set up recurring reports:

Go to Shield → Settings → Scheduled Reports

  1. Choose report type
  2. Set frequency (weekly, monthly, quarterly)
  3. Choose recipients (email list)
  4. Set day/time
  5. Save

Reports auto-generate and email to team on schedule.

Example: “Send Brand Health Report to exec@company.com every Monday at 8 AM”

Sharing Reports

Reports can be:

  • Private (only you see)
  • Team (internal team only)
  • Public (embeddable on website)
  • Link (shareable via URL, expires after 30 days)

For public reports:

  1. Generate report
  2. Click Share → Make Public
  3. Get embeddable link or standalone URL
  4. Add to website or send to stakeholders

Report Analytics

See how many times reports are viewed:

Go to Shield → Reports → Analytics

For each report:

  • Total views
  • Unique viewers
  • Engagement (which sections read)
  • Time spent
  • Downloads
  • Shares

Dashboards

In addition to static reports, use dynamic dashboards:

Go to: Shield → Dashboard (always up-to-date, real-time)

Dashboards show:

  • Health Score (current)
  • Recent alerts (live)
  • Trends (live)
  • Engine comparison (live)

Dashboards auto-refresh; reports are snapshots at a point in time.

Using Reports

For Executives

  • Share Brand Health Report monthly
  • Highlight trends, wins, and remaining issues
  • Include recommendations
  • Use to justify Shield investment

For Compliance

  • Use Compliance Report for audits
  • Include in regulatory filings
  • Share with auditors
  • Keep in compliance archive

For Sales

  • Reference Detection Summary in customer conversations
  • “We’ve corrected 45+ hallucinations about us”
  • Show Health Score trend
  • Build customer confidence

For Product

  • Review Detection Summary monthly
  • Identify which features need communication
  • Guide product roadmap messaging

For Board

  • Send Brand Health Report quarterly
  • Highlight Health Score trend
  • Quantify corrections deployed
  • Show competitive positioning

Export Formats

Reports can be exported as:

PDF

  • Formatted for printing/sharing
  • Includes branding, charts, signatures
  • Best for formal docs

HTML

  • Interactive, embeddable
  • Live links and drill-downs (if available)
  • Best for intranet or websites

CSV

  • Raw data for analysis
  • Import to Excel, Python, BI tools
  • Best for data teams

JSON

  • Structured data
  • API integration
  • Best for custom dashboards

Report Customization

(Available on Business+ tiers)

Customize reports:

  • Add company logo/branding
  • Change chart colors
  • Add custom sections
  • Include/exclude metrics
  • Adjust language/tone

Create report template, use it for future recurring reports.

Performance Insights

Some reports include performance recommendations:

Example:

Recommendations:
1. Deploy correction for "Product X pricing" (cited by 5 engines)
2. Update fact "Founding date" (4 engines incorrect)
3. Monitor Gemini more closely (lowest Health Score at 76)
4. Increase frequency for "Product features" (hourly alerts)
5. Consider adding 3 competitors to monitoring (Professional tier)

Implement these to improve Health Score.

API-Based Reports

For advanced users, generate reports programmatically:

Terminal window
curl -X POST https://api.truthvouch.com/v1/reports \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "type": "brand_health",
    "timeframe": "30d",
    "format": "json"
  }'

See Trust API docs for details.

Next Steps