August 6, 2026 · 5 min read
When ChatGPT recommends your competitor
Why one firm appears in an AI answer, what actually changes that answer, and where law firms should focus first.
Read noteAssociate journal
Clear observations from the work: what signals matter, what should be ignored, and how AI changes the practical maintenance of a law firm’s marketing.
August 6, 2026 · 5 min read
Why one firm appears in an AI answer, what actually changes that answer, and where law firms should focus first.
Read noteJuly 23, 2026 · 4 min read
A new page is a signal, not an instruction. Here is how to separate useful competitive evidence from noise.
Read noteJuly 9, 2026 · 4 min read
The practical challenge is finding the pages affected by a change without turning every legal development into marketing work.
Read note