New York City · Employment Law (Plaintiff)

Liddle & Robinson

How to read this firm's data click to expand

Header tiles

Rank: Position by recommendation share among all firms cited in this category's most recent scan.
Recommendation Share: % of (prompt × model × sample) slots that named this firm. ±X = 95% Wilson CI half-width.
Cross-LLM Consensus: How many of the 4 LLMs (Claude, ChatGPT, Gemini, Perplexity) cited this firm at least once. 4/4 = consensus winner.
Tier: 🟢 consensus = clearly above noise · 🟡 mid = real but uncertain · ⚪ below threshold.

Breakdowns + log

90-day trend: Each dot is one snapshot of this category. Lower (= better) rank moves the line down.
Per-LLM breakdown: Number of distinct prompts each model cited the firm on. Empty card = invisible to that model's users.
Per-bucket breakdown: Citations grouped by buyer-intent category. Reveals which question types the firm wins or loses.
Citation log: Every individual citation event — model, prompt, bucket, sample number. Auth-gated source links.

Full methodology →

Rank

#11

of 37 firms

Recommendation Share

1.3%

±1.0% (95% CI)

Cross-LLM Consensus

2/4

LLMs cited this firm

Tier

⚪ Below threshold

7 citations · consensus 1.04

90-day rank trend

Lower is better. Each point is one snapshot. Hover any dot for the snapshot date.

Jun 26 Rank #11–#11 Jun 26

Per-LLM breakdown

Empty cards = AI assistants in that family don't surface this firm. A firm cited only by one LLM may be invisible to most buyers.

Claude

of 50 slots

ChatGPT

of 50 slots

Gemini

of 50 slots

Perplexity

of 50 slots

Per-bucket breakdown

Citations split by buyer-intent category. Empty buckets = AI doesn't think of this firm for that question type. The full bar = 40 possible slots per bucket.

Decision

1/40

Situation

2/40

Validation

4/40

Citation log

Every citation traces back to a verbatim LLM response. Verbatim sources are available to authenticated subscribers.

Claude · validation liddle robinson finance [validation] sample #2

Claude · validation liddle robinson finance [validation]

ChatGPT · validation liddle robinson finance [validation] sample #2

ChatGPT · validation liddle robinson finance [validation]

ChatGPT · decision equity clawback three [decision] sample #2

ChatGPT · situation c suite terminated pretext [situation] sample #2

ChatGPT · situation c suite terminated pretext [situation]

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