Voice Search Analytics
Analyze voice search queries from Google Search Console and optimize your content for voice-based searches
IMPORTANT: Voice Search Analytics displays ONLY real data from Google Search Console. No demo or simulated data is shown. If you see zeros, it means GSC is not connected or no data exists yet. This is a commercial feature - accuracy and integrity are paramount.
Overview
Voice Search Analytics is a
Business+ Feature
that identifies and analyzes voice search patterns in your Google Search Console data using advanced linguistic analysis and machine learning.Pattern Detection
Identifies voice queries with 85% accuracy using linguistic patterns
Real GSC Data
Analyzes actual search queries from your Search Console
Optimization Insights
Provides actionable recommendations for voice optimization
Data Requirements & Timeline
Real Data Only Policy
This feature requires an active Google Search Console connection with actual search traffic. We do not display fake, estimated, or demo data. This ensures commercial users receive accurate, actionable insights based on real user behavior.
Expected Data Timeline
| Time Period | What to Expect | Action Required |
|---|---|---|
| 0-24 hours | GSC connection established | Verify connection in settings |
| 24-48 hours | Initial data sync begins | Wait for sync to complete |
| 48-72 hours | First queries appear | Check GSC status |
| 7 days | First voice analysis completes | Review initial results |
| 14 days | Pattern detection stabilizes | Start optimization |
| 30 days | Meaningful trends emerge | Implement recommendations |
| 90 days | Full historical analysis | Complete strategy review |
How Voice Detection Works
Voice Query Pattern Detection
Since Google doesn't explicitly mark voice searches, we use linguistic pattern analysis:
Question Words
what, how, when, where, why, who, which+3 points when query starts with these
Conversational Patterns
"can I", "how do I", "what is", "where can I"+2 points for natural language
Local Intent
"near me", "nearby", "closest", "in my area"+2 points for location queries
Long-tail Queries
4+ word queries with natural phrasing+1 point for length
Setup & Configuration
Prerequisites
Setup Steps
- 1. Connect Google Search Console
ProRank SEO → Settings → Integrations → Connect GSC - 2. Enable Voice Search Analytics
ProRank SEO → Analytics → Voice Search → Enable - 3. Configure Settings
{ "enableTracking": true, "trackAIRankings": true, "alertThreshold": 20, "emailAlerts": false, "analysisDepth":"comprehensive" } - 4. Wait for Initial Analysis
First analysis runs automatically within 24 hours
Features & Capabilities
Overview Dashboard
Voice Queries
0
Out of 0 total
Voice Share
0.0%
Of total traffic
Voice CTR
0.0%
Click-through rate
Avg Position
0.0
For voice queries
Zeros indicate no GSC data available yet. This is normal for new installations.
Optimization Strategies
Best Practices
- ✓ Use natural, conversational language
- ✓ Include question-based headings (H2-H6)
- ✓ Write 40-60 word answer paragraphs
- ✓ Target long-tail keywords (4+ words)
- ✓ Add FAQ sections with schema markup
- ✓ Optimize for featured snippets
- ✓ Include local SEO signals
- ✓ Use structured data markup
Common Mistakes
- ✗ Using overly technical jargon
- ✗ Writing in passive voice
- ✗ Creating thin, low-quality content
- ✗ Ignoring user search intent
- ✗ Missing schema markup
- ✗ No mobile optimization
- ✗ Slow page load times
- ✗ Lacking clear answers
FAQ Schema Example
{
"@context":"https://schema.org",
"@type":"FAQPage",
"mainEntity": [{
"@type":"Question",
"name":"What is voice search optimization?",
"acceptedAnswer": {
"@type":"Answer",
"text":"Voice search optimization is the process of optimizing your content to appear in voice search results. It involves using natural language, answering questions directly, and implementing structured data."
}
}]
}Troubleshooting
All Metrics Show Zero
This is NOT a bug! Zero values mean:
- GSC is not connected or authorized
- No search traffic exists yet (new site)
- Analysis hasn't run (wait 7 days)
- No queries match voice patterns
Common Issues
| Issue | Cause | Solution |
|---|---|---|
| No data showing | GSC not connected | Connect GSC in Settings → Integrations |
| Low voice query count | Content not optimized | Add conversational content and FAQs |
| Analysis not running | Cron job issue | Check WP-Cron or contact support |
| License error | Business+ not active | Upgrade license at prorank.io |
| Export failing | Memory limit | Increase PHP memory to 256M |
Debug Mode
// Enable debug logging in wp-config.php
define('PRORANK_DEBUG', true);
define('PRORANK_DEBUG_VOICE', true);
// Check logs at:
// /wp-content/uploads/prorank-logs/voice-search.logAPI Reference
REST API Endpoints
// Get voice search data
GET /wp-json/prorank/v1/analytics/voice-search
Authorization: Bearer {token}
// Get optimization suggestions
POST /wp-json/prorank/v1/analytics/voice-search/optimize
{
"post_id": 123
}
// Update settings
PUT /wp-json/prorank/v1/analytics/voice-search/settings
{
"enableTracking": true,
"alertThreshold": 20
}
// Trigger manual analysis
POST /wp-json/prorank/v1/analytics/voice-search/analyzeWordPress Hooks
// Modify voice score threshold
add_filter('prorank_voice_score_threshold', function($threshold) {
return 2; // Default is 3
});
// Add custom voice patterns
add_filter('prorank_voice_patterns', function($patterns) {
$patterns['custom'] = ['ok google', 'hey siri'];
return $patterns;
});
// Run after voice analysis
add_action('prorank_voice_analysis_complete', function($data) {
// Custom processing
});Support & Resources
Getting Help
- 📧 Email: support@prorank.io
- 📚 Docs: prorank.io/docs/voice-search
- 💬 Community: community.prorank.io
- ⏱️ Response: 24-48 hours (Business+)
Before Contacting Support
- ✓ Verify GSC is connected
- ✓ Wait 7 days for analysis
- ✓ Check debug logs
- ✓ Review this documentation
Remember: Voice Search Analytics is a premium feature requiring Business+ license and real GSC data. We do not provide demo data or guarantee specific results. The feature analyzes your actual search performance to provide insights.