What this prompt looks like in real buyer data
Short answer. Buyers searching this exact phrase or its variants are at the problem-aware stage of the buyer journey. The qualifiers stacked into the prompt (diagnostic intent, PI-specific, competitive displacement, managing partner perspective) are each separate citation handles. AI engines reward the practice that addresses every qualifier in structured, retrievable format.
Search variants AI engines see
“my law firm not showing up in ChatGPT PI results”“ChatGPT recommending wrong PI lawyers in my city”“why does AI search ignore my personal injury firm”“how to fix law firm AI visibility”
What ChatGPT, Perplexity, Gemini, and Google AI Overviews currently answer
This problem-aware diagnostic prompt typically returns generic legal marketing content from agencies like Mockingbird Marketing, Lawyer SEO Co, and Justia's own marketing arm. The advice is correct but treats AEO as an extension of traditional law firm SEO. Vertical-specific diagnostic content showing why a specific firm in a specific market is invisible is rare.
What KailxLabs would build to capture this citation
A diagnostic page that maps the exact reasons a PI firm stays invisible: missing LegalService + Attorney schema, no city-specific practice-area pages, no llms.txt, no Justia or Martindale corroboration, no presence in r/legaladvice or state-specific subreddits where ChatGPT pulls real prospect questions from. Plus state-bar-compliant claim language guidance (no "best" claims without substantiation, no testimonials in restricted states). The page ends with a 5-minute self-diagnostic checklist and a CTA for the free audit.
Schema required
ArticleHowTo for the diagnostic checklistFAQPage
Self-diagnostic
Short answer. Ask any of the search variants above directly to ChatGPT, Perplexity, and Gemini from a logged-out session in your target city. If your practice is named in the first answer paragraph or top-3 recommendation set, the foundation for this prompt is in place. If your practice is missing or only appears after a follow-up prompt, the engineering work above is the gap.
Related prompts in this vertical
- “Personal injury attorney in [city] for truck accident with no fee unless we win and free consultation” Vendor-aware
- “Family law attorney for high net worth divorce with complex business assets in [city]” Vendor-aware
- “How do criminal defense firms get cited in ChatGPT for federal white collar cases” Solution-aware
- “Best AI search optimization agency for estate planning law firms” Procurement-aware
What to do next
The free 48-hour KailxLabs AI Visibility Audit runs twenty real buyer-intent prompts (this one included if relevant) across ChatGPT, Perplexity, Gemini, and Google AI Overviews from your target city. PDF in 48 hours showing which engines name your practice, which engines name competitors, and where the engineering gap is. Request the audit · See the specialty law firms services page · Read the methodology in full.