Firm profile
Dr. Michael Gelb
Atlas has observed Dr. Michael Gelb in 1 market across New York City.
A sourced business description has not been added yet. Assistant mentions alone do not verify the firm's services.
Observed appearances in this market
Each market has its own date and sample; there is no overall firm rank. Other roles and raw appearances are separate from primary recommendations; counts must not be added together.
Latest published rankings (1)
Cosmetic Dentistry New York City · Medical Rank #234 · 0.3% mention rate ±0.3 Oct 11, 2026 Details +Close −
1128 responses · 2/4 model families · Oct 11, 2026
Historical raw appearances · all roles
Named in 45 distinct assistant responses.
Jul 10, 2026 – Oct 11, 2026. Raw appearances do not establish a qualified primary rank or recommendation rate.
Buyer questions and AI answers
Simulated buyer questions from Atlas’s test dataset, paired with AI answers that mentioned this firm or professional. Open to see the questions and what was said.
45 AI answers with recorded context · 0 reviewed in context
Atlas asks AI assistants questions written from the perspective of people seeking services in a particular city and situation. Each example connects a simulated buyer question to an answer that named this firm or professional. A name can appear as a recommendation, a related adviser, a comparison, or even an option the assistant advises against.
A mention does not verify services, eligibility or suitability. Context review explains how the name was used; it does not verify the assistant’s claims. Explore the test questions and methodology.
Simulated buyer question · Cosmetic Dentistry · New York City · Medical I did 18 months of Invisalign at a chain in New York City and my bite is worse than when I started — my canines never tracked. The office keeps saying 'one more... google/gemini-2.5-flash 2026-10-11 15:27:22 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I did 18 months of Invisalign at a chain in New York City and my bite is worse than when I started — my canines never tracked. The office keeps saying 'one more refinement.' I want a real cosmetic dentist or orthodontist to actually look at this. Who takes over failing Invisalign cases from other offices?
- Dr. David R. C. Cohen (Manhattan Orthodontics): Known for complex orthodontic cases and advanced Invisalign techniques.
- Dr. Michael Gelb (The Gelb Center): Specializes in TMJ and bite issues, often taking on complex cases.
- Dr. Marc Lemchen (Lemchen Salzer Orthodontics): Highly regarded orthodontist with extensive experience in challenging cases.
- Dr. Jacquie Fulop-Goodling (Dr. Jacquie Smiles): Focuses on cosmetic orthodontics and difficult Invisalign treatments.
- Dr. Jennifer Stachel (Jennifer Stachel Orthodontics):…
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Dentistry · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Simulated buyer question · Cosmetic Dentistry · New York City · Medical Bruxer with worn dentition needing full reconstruction with occlusal work in New York City. This is not an Instagram-veneer case. Who actually rebuilds bites pr... openai/gpt-4o 2026-10-11 14:55:13 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
Bruxer with worn dentition needing full reconstruction with occlusal work in New York City. This is not an Instagram-veneer case. Who actually rebuilds bites properly here — dentists who do bite registration, mounted diagnostic wax-ups, provisionals, and understand the neuromuscular piece? Three names.
- Dr. Michael Gelb - Known for his expertise in TMJ and sleep disorders, focusing on neuromuscular dentistry and bite reconstruction.
- Dr. Lawrence Spindel - Renowned for his comprehensive approach to restorative dentistry, including precise bite registration and occlusal work.
- Dr. John R. Viviani - Specializes in complex full-mouth reconstructions with a strong emphasis on occlusion and functional aesthetics.
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Dentistry · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Simulated buyer question · Cosmetic Dentistry · New York City · Medical I want a Diamond-tier Invisalign provider in New York City — someone who's done thousands of cases, not their 40th. Adult crowding case, moderate. Who? Names pl... google/gemini-2.5-flash 2026-10-11 14:50:34 How the name appeared: Uncertain Open question and AI answer
What the simulated buyer asked
I want a Diamond-tier Invisalign provider in New York City — someone who's done thousands of cases, not their 40th. Adult crowding case, moderate. Who? Names please.
- Dr. Michael Gelb (Gelb Orthodontics): VIP: Diamond Plus provider, extensive experience with complex adult cases and TMJ.
- Dr. David Amram (Amram & Nunez Orthodontics): VIP: Diamond Plus provider, known for high volume of successful adult Invisalign treatments.
- Dr. Janet Stoess-Allen (Park Avenue Orthodontics): VIP: Diamond Plus provider, specializes in adult orthodontics and complex Invisalign cases.
- Dr. George Pliakas (Pliakas Orthodontics): VIP: Diamond Plus provider, very high volume practice with significant adult Invis…
How to read this mention
The role of this name in the answer is uncertain or has not been reviewed.
Unreviewed contextual evidence; no qualification established.
Market: Cosmetic Dentistry · New York City · Medical
Factual accuracy: unverified · Practice fit: unknown
Context review: unreviewed. This is separate from practice eligibility and ranking.
No source URLs were recorded for this answer.
Selected examples from the test dataset are shown here. Excerpts show part of an answer; full response records remain part of the audit. Each market has its own question set and sample, so these examples do not establish an overall rank.
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