The Direct Test
Open ChatGPT, Perplexity, or Google and ask a question a real prospective client in your practice area would ask — something specific, not generic. If your firm's name or content doesn't appear anywhere in the answer or its cited sources, that's your direct answer: the site currently isn't structured in a way these engines trust enough to cite.
Why Some Sites Get Cited and Others Don't
AI engines cite sources that answer a question clearly, quickly, and with verifiable structure — Article schema, FAQPage schema, and clean entity signals all factor in. A site built as a traditional marketing brochure, heavy on persuasive copy and light on direct answers, tends to get passed over even if it ranks reasonably in traditional Google search. See the full checklist for AI-search visibility.
If you have to guess whether your site is AI-search ready, it isn't. The test takes thirty seconds and gives you a direct yes-or-no answer, which is more than most firms have ever checked.
James Harmiden · Founder & CEO, Lexscale.ai
What to Do If the Answer Is No
The fix is structural, not cosmetic — it means restructuring content to open with direct answers, adding or correcting schema markup, and making sure entity information (firm name, practice areas, service area across the five boroughs) is clear and consistent. This is exactly the kind of foundational work an AI-optimized rebuild handles from the ground up rather than patching on top of an existing site.
Testing More Than Once
AI engines' answers aren't static — the same question can return different results over time as the models are updated and as competing sites improve their own structure. A single test that comes back negative today doesn't mean the picture can't change with the right fixes, and a single positive result today isn't a guarantee it holds indefinitely without continued attention.
The practical approach is treating AI-search visibility as an ongoing metric to check periodically, the same way a firm would track its traditional Google rankings, rather than a one-time pass-or-fail test.
How This Connects
A New York law firm rarely has just one of these questions — What Is GEO (Generative Engine Optimization) for New York Law Firms? and How Do I Rank in the Google Maps 3-Pack as a New York Lawyer? tend to come up in the same conversation, followed closely by How Important Are Client Reviews for Local SEO in New York?, What Does a Technical SEO Audit for a New York Law Firm Actually Check?, and Local SEO vs. National SEO: What Does a New York Law Firm Actually Need?. Two more worth bookmarking: How Much Should a New York Law Firm Spend on Marketing? and What Are the Biggest Marketing Mistakes New York Law Firms Make?. AI Website Design for New York Law Firms and AI SEO for New York Law Firms cover the two sides of the work directly, and the New York hub ties them together.