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NOTES FROM THE CORPUS · 2.4M CITATIONS INDEXED VERTICALS · PERSONAL INJURY · IMMIGRATION · FAMILY · CRIMINAL ENGINES · CHATGPT · CLAUDE · PERPLEXITY · GEMINI ESTABLISHED · BROOKLYN, 2024
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Notes from the corpus.

Research, playbooks, and field reports on AI visibility for law firms — written for managing partners, not marketing teams. New issues appear when something in the data is worth interrupting your week for.

No. 001
April 24, 2026 Research

What 50 personal injury firms in NYC told us about AI visibility.

We audited fifty firms across ChatGPT, Claude, Perplexity, and Gemini. The median firm is cited in fewer than three of every ten queries on Perplexity — and Google rank predicted almost none of it.

9 min read Read
No. 002
April 17, 2026 Playbook

The directory triage: six listings that move two-thirds of your AI citations.

Avvo, Justia, FindLaw, Lawyers.com, Expertise, Super Lawyers. Which engines weight which directory, what fields the model actually parses, and the ninety-minute paralegal sprint that closes the gap.

11 min read Read
No. 003
April 10, 2026 Essay

AEO is the new SEO for law firms — and your G-suite agency isn't watching it.

Search optimizes for ten blue links. Answer-engine optimization optimizes for the paragraph an AI writes when a prospect asks it a question. The shift is already underway, and legal verticals are first in the line of fire.

8 min read Read
Pilot spots for Q2 2026 — twelve remaining

Find out whether your firm is the answer — before your competitor does.

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