TechGlanz Enterprise GEO Solution
AI Visibility Measurement Platform
AI model measurement & brand recommendation tracking across verified provider infrastructure.
Key Platform Capabilities
Multi-provider batch prompt execution architecture
Verified provider adapters (Google Gemini API, Cloudflare Workers AI)
Reproducible evidence chain back to raw prompt outputs
Database-level claim idempotency and deterministic extraction
Frequently Asked Questions
How does TechGlanz measure AI visibility?
TechGlanz executes actual benchmark prompts against live LLMs, persists the raw response payloads unchanged, and extracts brand mentions and recommendation ranks using a deterministic engine.
Can I track AI visibility over time?
Yes. Measurement runs capture time-series visibility snapshots, enabling side-by-side metric comparison across evaluation windows.
Value Proposition
Why TechGlanz is Different
Built for clarity, transparency, and business outcomes.
Real AI measurements
We analyze actual AI responses, not estimated SEO metrics or traffic multipliers.
Actual AI completions
Complete transparency
Every result is backed by verifiable evidence and audit trails.
Verifiable evidence chain
Daily monitoring
Track how your AI visibility and recommendations change over time.
Automated daily measurement
How Measurement Works
From user question to daily AI visibility tracking.
1. Question
Target Prompt
2. AI Response
Live Completion
3. Brand Detection
Entity Extraction
4. Competitor Analysis
Share of Voice
5. Visibility Score
Calculated Rate
6. Daily Monitoring
Time-Series Trend