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Perspectives

Thinking on AI visibility for law firms.

Substantive writing on how AI is reshaping the way clients find and select legal representation, and what firms can do about it.

The complete guide · Start here

AI for law firm marketing: the complete guide for 2026

The single guide to AI visibility for law firms: all five AI engines, how the answer gets scored, and the strategy that moves your firm onto the shortlist.

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AI Citations
You'd judge anyone who cited Wikipedia. ChatGPT cites it more than anything else.

ChatGPT's single most-cited source isn't a newspaper or a legal directory. It's Wikipedia, by design. Here is what that means for whether your firm ever gets named.

Jacob Shamis  ·  Read
AI visibility
Your firm's reputation is its greatest asset. AI cannot see it.

The firms with the deepest reputations are often the ones AI represents worst. Here is why the selection moment moved into AI answers, and what closes the gap.

Jacob Shamis  ·  Read
AI search
Why your law firm's best content stops working after 30 days

AI citation engines apply aggressive time decay to content freshness. Most firms publish once and walk away. Here is the 30-day mechanic, and how to build a refresh cadence that holds.

Jacob Shamis  ·  Read
AI search
What Google just published about AI search, and what it means for your firm

Google's guide explains the mechanics behind query fan-out: how AI breaks one question into many parallel searches. What every law firm marketer should understand about it.

Jacob Shamis  ·  Read
How AI works
The 30-second shortlist: how AI decides which law firm to recommend

A look inside the five signals that determine whether your firm gets named when a client asks AI for a recommendation.

Jacob Shamis  ·  Read
The fundamentals
What is the AI visibility gap, and why your firm cannot afford to ignore it

Clients are no longer starting their legal search on Google. The firms in AI answers get shortlisted first. Everyone else is invisible at the exact moment of choice.

Jacob Shamis  ·  Read
GEO · AEO · SEO
SEO, AEO, and GEO for law firms: what Google's 2026 changes actually mean

Google just made its biggest search changes in 25 years. Here is what each discipline looks like now, and what your firm should be doing differently.

Jacob Shamis  ·  Read
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