We built this on a real firm first.
Our flagship engagement is an established New York law practice, the same practice our founding attorney runs. It is the proof of concept that became the playbook.
Live citation tracking · Nassau County, NY

The flagship firm, run by Thomas Sirianni, Esq.
Founding Attorney · 27 yrs at the NY bar
A Long Island practice, rebuilt to be cited by AI.
- Jurisdiction
- Nassau County, NY
- Practice areas
- 4 core
- Years at bar
- 27
- Engagement
- Foundation + Ongoing
01 · The problem
Invisible to AI search.
A working, credentialed firm with a real client base. But when prospective clients asked ChatGPT, Perplexity, Gemini, or Google AI Overviews for help with foreclosure defense or landlord-tenant matters in Nassau County, the firm was simply not named. Other firms were. The website was effectively outside the conversation.
02 · The work
The full AEO foundation.
- · Server-rendered, semantic HTML throughout
- · Complete schema.org markup (LegalService, Attorney, Person, FAQPage)
- · Authoritative attorney-authored practice content with explicit authorship
- · Entity consistency across directories, bar listings, and the open web
- · Robots policy that explicitly admits the major AI crawlers
03 · The outcome
Machine-readable, citation-ready.
The firm now presents to AI engines as a coherent, credentialed, locally relevant legal entity. Pages render cleanly to crawlers. Authorship and jurisdiction are unambiguous. The firm is structurally a candidate for citation across its core practice areas, and is monitored for it engine by engine, week over week.
We deliberately do not publish inflated numbers here. Real AEO outcomes vary by jurisdiction, practice area, and competition. We'd rather show you, in your audit, what your firm's specific position is today than quote a vanity metric.
Citation, not ranking.
AEO success is measured by whether the AI names your firm in its answer, not by where you appear on a results page that fewer people are looking at.
AI citation rate
How often your firm is named when relevant client prompts are run.
Engine coverage
Presence across ChatGPT, Perplexity, Gemini, and Google AI Overviews.
Entity & citation consistency
A coherent firm identity across directories, bar listings, and the open web.
Drift over time
Week-over-week movement as models, queries, and competitors evolve.
Want the same workup for your firm?
The free audit shows your specific position today across the major AI engines, and the single biggest reason it's where it is.