New York City · Estate Planning

Loeb & Loeb

How to read this firm's data

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.
Tier
🟢 consensus · 🟡 mid-tier · ⚪ sample-limited.

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 →

Rank

#8

of 1186 firms

Response mention rate

8.4%

±1.6% (95% confidence)

Cited by

4/4

✓ Claude ✓ ChatGPT ✗ Gemini ✓ Perplexity

Tier

🟡 Mid-tier

92 citations · consensus 4.53

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

16

mentions

ChatGPT

14

mentions

Gemini

0

mentions

Perplexity

13

mentions

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.

Advice
4 mentions
Crisis
7 mentions
Decision
21 mentions
Learning
2 mentions
Follow Up
12 mentions
Situation
17 mentions
Validation
23 mentions
Constraints
6 mentions

Citation log

92 mentions recorded for this business in the latest snapshot.

Where Loeb & Loeb is winning + missing, prompt-by-prompt

92 of 138 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.

92 missing prompts Sorted by competitor citation weight

P-003

Validation

+ 77 more missing prompts. The full list — with the verbatim prompt text and every cited firm — is part of a Viclaro audit.
46 winning prompts Prompts where AI cited this firm

Peer firms in New York City estate planning

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

See the full Estate Planning ranking →

Want to climb the rankings?

We'll show you the exact content competitors published that earned their citations — and the specific answer blocks + schema markup for Loeb & Loeb to outrank them.

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