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[ NYC DENTAL — AI VISIBILITY INDEX ]

When New Yorkers ask AI for a dentist, these are the names it gives.

We put 25 NYC dental practices through the same audit we run for clients: a frozen set of patient questions ("best dentist in New York", "recommend a good dentist near me", "who does emergency dental work in Manhattan?"…) asked of three engines — ChatGPT, Perplexity and Gemini — 18 graded answers per practice. No opinions, no chart lists: just how often AI actually names and recommends each practice, scored on our honest bands.

Frozen patient queries3 engines · 18 answers eachBanded scoring: Invisible → Dominant
PreviewPreview data — full index publishing soon. Rankings below are illustrative sample rows while the full 25-practice audit runs complete.
RankPracticeBandScoreNamed-inTop AI source

Score = 30% brand awareness + 70% recommendation share across all graded answers. "Named-in" = answers (out of 18) in which the practice was clearly named or recommended. "Top AI source" = the domain the engines cited most when naming it. Bands: Dominant ≥75 · Established 50–74 · Emerging 25–49 · Invisible <25.

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Methodology

Every practice is tested with the same frozen template of patient queries (so runs are comparable), plus a direct awareness probe ("What can you tell me about X?"). Each answer is graded 0–3: absent, indirect mention, clearly named, or recommended as a top choice. A deterministic text check decides presence; a model only ranks. Scores combine stable brand awareness (30%) with volatile recommendation share (70%) and are reported in honest bands rather than false-precision decimals.

This index is published by Seenly AI, a Generative Engine Optimization agency. Businesses cannot pay to be included or ranked.