Where does Independent Drivers Guild rank in AI search for employment law (plaintiff) in New York City?

Independent Drivers Guild ranks #121 of 320 employment law (plaintiff) firms measured in New York City by AI recommendation share (0.4% across ChatGPT, Claude, Gemini, and Perplexity), based on the August 2026 snapshot.

Which AI assistants cite Independent Drivers Guild?

In the current snapshot, Independent Drivers Guild was named by 1 of the 4 AI assistants tested (ChatGPT, Claude, Gemini, Perplexity). The per-assistant breakdown is published at https://viclaro.app/leaderboards/nyc/legal/employment-plaintiff/independent-drivers-guild.

Is Independent Drivers Guild recommended by ChatGPT?

AI recommendations vary by assistant and prompt. The Viclaro Atlas profile at https://viclaro.app/leaderboards/nyc/legal/employment-plaintiff/independent-drivers-guild shows the per-assistant breakdown, every recorded citation, and the specific buyer scenarios where each AI named this firm.

New York City · Employment Law (Plaintiff)

Independent Drivers Guild

How to read this firm's data

Header tiles

Rank: Position among firms named in the category's latest scan.
Response mention rate: The percentage of latest-snapshot AI responses that named this business. ±X is the 95% confidence margin.
Cited by: How many of the four AI assistants named this firm at least once.

Breakdowns + log

90-day trend: Each dot is one category snapshot.
Per-AI breakdown: Responses from each assistant that named this firm.
By question type: Citations grouped by what the buyer was asking.
Citation log: Every recorded instance where an AI named this firm.

Full methodology →

Unverified listing

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Rank

#121

of 320 firms

Response mention rate

0.4%

±0.6% (95% confidence)

Cited by

1/4

✗ Claude ✓ ChatGPT ✗ Gemini ✗ Perplexity

Per-AI breakdown

Empty cards = that AI assistant doesn't surface this firm. A firm cited by only one AI is likely invisible to most buyers.

Claude

mentions

ChatGPT

mentions

Gemini

mentions

Perplexity

mentions

Cited by only one AI. This firm is named by a single AI assistant. Buyers using any of the other three won't see it surfaced.

By question type

Citations split by buyer-intent category. Empty rows = AI doesn't think of this firm when buyers ask that kind of question.

Situation

2 mentions

Citation log

2 mentions recorded for this business in the latest snapshot.

Where Independent Drivers Guild is winning + missing, prompt-by-prompt

99 of 100 ranking-layer buyer prompts don't cite this firm. The three firms cited most on each missing prompt are the competitors closing that gap. Prompt text is redacted (see methodology §8) — buckets show the shape of the gap.

99 missing prompts Sorted by competitor citation weight

P-001

Validation

Firms cited on this prompt:

Wigdor LLP ×8 Fox News ×3 Chambers ×2

P-002

Follow Up

Firms cited on this prompt:

Outten & Golden LLP ×8 Wigdor LLP ×1 Boutique Firm X ×1

P-003

Validation

Firms cited on this prompt:

Outten & Golden LLP ×8 Martindale-Hubbell ×1 Chambers ×1

P-004

Decision

Firms cited on this prompt:

Wigdor LLP ×8 Outten & Golden LLP ×6 Sanford Heisler Sharp McKnight ×5

P-005

Validation

Firms cited on this prompt:

Liddle & Robinson ×8 Outten & Golden LLP ×4 Sanford Heisler Sharp McKnight ×2

P-006

Validation

Firms cited on this prompt:

Outten & Golden LLP ×8 Wigdor LLP ×8 Vladeck, Raskin & Clark, PC ×8

P-007

Decision

Firms cited on this prompt:

Outten & Golden LLP ×8 Lichten & Liss-Riordan, P.C. ×4 Joseph Law Group, P.C. ×2

P-008

Situation

Firms cited on this prompt:

New York State Division of Human Rights ×7 Equal Employment Opportunity Commission (EEOC) ×6 NYC Commission on Human Rights ×6

P-009

Decision

Firms cited on this prompt:

Wigdor LLP ×7 Sanford Heisler Sharp McKnight ×5 Vladeck, Raskin & Clark, PC ×4

P-010

Validation

Firms cited on this prompt:

Filippatos PLLC ×7 Martindale-Hubbell ×2 Avvo ×2

P-011

Decision

Firms cited on this prompt:

Wigdor LLP ×7 Outten & Golden LLP ×2 Phillips Nizer LLP ×2

P-012

Decision

Firms cited on this prompt:

Equal Employment Opportunity Commission (EEOC) ×6 Legal Aid Society ×4 Legal Aid Society ×4

P-013

Decision

Firms cited on this prompt:

Outten & Golden LLP ×6 Wigdor LLP ×6 Vladeck, Raskin & Clark, PC ×3

P-014

Decision

Firms cited on this prompt:

Labaton Sucharow LLP ×6 Phillips & Cohen LLP ×5 Zuckerman Law ×4

P-015

Situation

Firms cited on this prompt:

New York State Nurses Association (NYSNA) ×6 NY Attorney General ×3 New York State Department of Health ×2

+ 84 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.

1 winning prompt Prompts where AI cited this firm

W-001

Situation

Also cited on this prompt:

New York Taxi Workers Alliance ×3 Independent Drivers Guild ×2 New York City Taxi and Limousine Commission ×1

Peer firms in New York City employment law (plaintiff)

Other firms ChatGPT, Claude, Gemini, and Perplexity name in this category.

Outten & Golden LLP

27.8% share · 4/4 AI

Wigdor LLP

23.6% share · 4/4 AI

Sanford Heisler Sharp McKnight

13.6% share · 4/4 AI

Vladeck, Raskin & Clark, PC

10.9% share · 4/4 AI

Phillips Nizer LLP

8.9% share · 3/4 AI

Phillips & Associates | Sexual Harassment, Discrimination, & Employment Lawyers

8.2% share · 3/4 AI

Joseph Law Group, P.C.

5.1% share · 3/4 AI

Terc Law Offices, P.C.

4.2% share · 3/4 AI

See the full Employment Law (Plaintiff) ranking →

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