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SOV-AI Calculator | The Three Streams GEO Methodology

SOV-AI Calculator

Calculate your Share of Voice in AI with position weighting

Primary KPI #2 in the Three Streams GEO Methodology
How This Tool Works
Test queries in AI assistants and record where your brand appears. Position matters: 1st mention captures ~50% of user attention, 2nd ~25%, and so on. This calculator measures Position SOV across ChatGPT, Perplexity, Claude, and Gemini standalone — surfaces where source selection is stable enough across regenerations for position-based comparison to be meaningful.
Educational Use Only: This tool is for learning and self-assessment. You must manually test queries and record results. Actual competitive positioning changes over time.
Select AI Platforms to Track
Choose which AI assistants to include. Select at least 2 platforms.
Select at least 2 platforms to begin.
Tracking Google AI Overviews? Optional — uses a different metric (Presence Rate)

AIO is intentionally not part of the Position SOV calculation above. Its content changes ~70% per query and ~46% of citations are replaced on regeneration (Ahrefs, Nov 2025), so position-based comparison produces false precision. The honest signal for AIO is Presence Rate — measured across multiple regenerations.

AIO Presence Rate = queries where brand appeared in ≥1 regeneration ÷ total queries tested × 100%

Track AIO separately in a spreadsheet: build a sentinel set of 50–100 queries, regenerate each AIO response 3–5 times (each fresh signed-out incognito search produces a different response), record presence (Y/N) per regeneration, then compute Presence Rate. Repeat for competitors. A dedicated AIO Presence Rate Calculator is planned as a separate tool.

Choose Mode
Simple Mode: Track only your brand's position. Quick way to measure how often and where you appear.
Define Your Competitors
Add competitors once here. Then select which ones appeared in each response. In each platform response, every position can only be held by one entity.
Visibility Score
0%
Your weighted presence
Queries Tracked
0
Across selected platforms
Your Weighted Score
0
Sum of position weights
Add Queries to Begin
Test queries in AI platforms and record results below
Position Weights & Benchmarks
1st1.0
2nd0.5
3rd0.33
4th0.25
5th+0.2
None0
Emerging5-10%
Competitive10-20%
Strong20-30%
Leader30%+
No queries added yet. Click "Add Query" to start tracking.

Competitive Breakdown

For Educational Purposes Only

Based on the Three Streams GEO Methodology by Omer Geled

This tool does not query AI platforms automatically. Results are estimates based on your manual input.