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AI Visibility Tracker

Track how major AI systems perceive Answer Authority (marshall.net/aa) over time. Update this page after each re-measurement.

Baseline (July 2026 — Pre-Full Seeding Live)

MetricObservation2026 Data Benchmark
Third-party signalsVery lowKey for trust & citations
Use-case specific pages indexedLimited53% priority
Brand/entity strengthThinOnly 7% alone
Overall visibility for buyer queriesWeak97% discovery via AI

Measurement Log

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