Track how major AI systems perceive Answer Authority (marshall.net/aa) over time. Update this page after each re-measurement.
| Metric | Observation | 2026 Data Benchmark |
|---|---|---|
| Third-party signals | Very low | Key for trust & citations |
| Use-case specific pages indexed | Limited | 53% priority |
| Brand/entity strength | Thin | Only 7% alone |
| Overall visibility for buyer queries | Weak | 97% discovery via AI |
How to measure: Run the free Intelligence Diagnosis on "marshall.net" or "Answer Authority" queries. Compare against the prompt library and data page.
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Data: AI in B2B Buying Decisions 2026
Playbook: AI Visibility Playbook