How is SOV Score Calculated? Share of Voice Methodology
A deep dive into how SOV Tracker measures and quantifies brand visibility across AI platforms.
The 4-Step SOV Calculation Process
SOV Tracker uses a systematic 4-step process to calculate your brand's Share of Voice score. This ensures accuracy, consistency, and actionable results.
Step 1: Prompt Generation
SOV Tracker converts your keywords into natural search prompts that mimic how real users ask questions to AI chatbots.
Step 2: Multi-Platform Querying
The same prompts are sent to ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews simultaneously.
Step 3: Response Analysis
Each AI response is analyzed for brand mentions, position, context (recommendation vs. neutral mention), and competitor presence.
Step 4: Score Calculation
A weighted algorithm combines mention frequency, position prominence, sentiment, and cross-platform consistency into a 0-100 score.
Scoring Factors
| Factor | Weight | Description |
|---|---|---|
| Mention Frequency | 35% | How often brand appears across all queries |
| Position | 25% | First mention = higher score than third |
| Context | 25% | Recommendation > neutral mention > comparison |
| Cross-Platform | 15% | Consistency across multiple AI platforms |
Interpreting Your Score
0-30
Low Visibility
Brand rarely or never appears in AI responses
31-60
Moderate
Brand appears inconsistently across platforms
61-100
Strong Visibility
Brand consistently recommended across AI platforms