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Case studies

Measured outcomes, not AEO theory.

See how structured query targeting, content, entity signals, third-party evidence and continuous measurement can change AI visibility and citation authority.

University Brand*

Higher education

From limited AI visibility to #1 citation authority.

2,214

AI Mentions

1,328

AI Citations

48.88%

AI Share of Voice

The university used structured query targeting, entity optimization, third-party evidence, comparison content and continuous measurement to build citation authority across high-intent education discovery queries.

View University Brand Case Study

Headphone Brand*

Consumer audio

Five optimized articles. 84.2% higher AI visibility.

+84.2%

AI Visibility Improvement

90.20%

Final Tracked Visibility

#1.9

Average AI Position

The program mapped high-intent consumer queries, created LLM-oriented content, tracked AI visibility and used competitive citation gaps to prioritize further optimization.

View Headphone Brand Case Study

*Name withheld due to confidentiality. Each engagement is measured separately. Metrics are never combined across clients.

Shared methodology

Different categories. The same working sequence.

Both programs followed the same sequence. The detail differs by category — read the University Brand case study or the Headphone Brand case study.

  1. 01

    Query intelligence

  2. 02

    Authority execution

  3. 03

    Measurement

  4. 04

    Optimization