If someone asks ChatGPT to recommend a trust attorney near them, your firm either shows up or it doesn't. There's no page two. AI search doesn't work like Google, where you can claw your way up with enough backlinks. These systems pull from a much smaller pool of sources they consider authoritative, and most estate planning attorneys aren't in that pool yet. This article explains what it actually takes to get there.
Why estate planning firms are invisible to AI right now
The legal directories you're already listed on, Avvo, FindLaw, Justia, matter more than most attorneys realize. Not because they drive direct traffic, but because large language models use them as reference data. When ChatGPT or Perplexity tries to answer "who is a good probate lawyer in [city]," it's drawing on structured, trustworthy sources it was trained on or can retrieve. A firm that appears consistently across Martindale-Hubbell, Super Lawyers, and Chambers and Partners is signaling something very different from a firm that only exists on its own website.
The problem is that most estate planning firms optimized for Google in 2019 and stopped. They have decent organic rankings for terms like "wills attorney" or "living trust lawyer," but their content isn't structured for AI extraction. Google rewards keyword density and backlinks. AI systems reward clarity, structure, and third-party corroboration. Those are meaningfully different things.
Research from Pioneerly's 2026 analysis of law firm search put it plainly: most firms have optimized for traditional search while completely ignoring AI citation. That gap is still wide open, which is actually good news for the firms willing to move on it now.
Schema markup that AI systems actually use
LegalService schema is the starting point, and most estate planning attorneys either don't have it or have it implemented wrong. It should describe each practice area specifically: wills, living trusts, powers of attorney, healthcare directives, elder law, probate. Not just "estate planning" as a vague category. The more specific you are about services, the easier it is for AI systems to match your firm to a specific query.
Beyond LegalService, individual attorney pages should use ProfilePage schema. This means including each attorney's name, job title, bar number, credentials, and a link to their state bar profile. This isn't just for SEO. It's what Google and AI systems use to evaluate E-E-A-T, and for estate planning specifically, it connects the attorney's identity to verifiable third-party records. Trustworthiness is the whole ballgame in this practice area, and schema is how you prove it technically.
FAQPage schema on practice area pages does two things at once. It can trigger FAQ rich results in traditional Google search, and it gives AI systems pre-formatted answers they can extract directly. A page on probate that has five well-written FAQ items structured with proper schema is far more likely to get cited in an AI Overview than a page that buries the same information in paragraph form. Keep FAQ answers between 40 and 80 words each. That's the range AI systems extract most readily.
Content structure that gets you cited
The single most effective structural change you can make is adding a TL;DR paragraph at the top of each major content page. It should be 40 to 60 words, answer the page's core question, and make complete sense if lifted entirely out of context. This is the format ChatGPT and Perplexity extract first. For a page about living trusts, that might look like: "A living trust lets you transfer assets to beneficiaries without going through probate. It's created while you're alive, can be revocable or irrevocable, and names a successor trustee who manages assets if you become incapacitated or die."
Beyond the TL;DR, use clear H2 headings that mirror the actual questions people ask. Not "Our Trust Services" but "What does a trust attorney do?" or "How is a revocable trust different from a will?" Gemini in particular favors pages that are logically structured and directly answer specific intent. That means no buried answers, no long preambles, no paragraphs that take four sentences to get to the point.
Updating content with recent dates also helps, especially for Perplexity, which has the highest citation rate among AI platforms and actively rewards fresh, well-structured guides. If you have a page on elder law or Medicaid planning that was written in 2021, republish it with updated information and a current date. Perplexity's crawlers notice.
The directory stack that builds AI authority
Here's the specific list of directories that matter most for estate planning attorneys who want AI visibility:
- Avvo (free tier is sufficient; the profile itself is what matters for citation)
- Justia (strong domain authority, heavily indexed by AI training data)
- FindLaw (attorney directory profile, not just firm listing)
- Martindale-Hubbell (peer review ratings carry real weight with AI systems)
- Super Lawyers (the selection methodology makes it a trusted validation signal)
- Chambers and Partners (if you're eligible; this is the highest-authority recognition source in legal)
- LinkedIn (AI-powered natural language search on LinkedIn now functions like a specialized attorney directory)
Consistency across these matters as much as presence. Your firm name, address, phone number, and practice areas should match exactly across all of them. Discrepancies confuse AI systems trying to aggregate data about your firm and reduce the confidence they have in recommending you.
Platform-specific tactics for ChatGPT, Gemini, and Perplexity
These three platforms pull from different sources and reward different things. You can't treat them as identical.
ChatGPT, when using browsing mode, retrieves pages that are authoritative and well-linked. When browsing is off, it relies on training data, which means brands mentioned frequently in high-quality sources from 2023 through 2025 have a built-in advantage. For estate planning attorneys, this means getting quoted or mentioned in legal publications, bar association resources, and financial planning sites. A short quote in a NerdWallet article about estate planning does more for your ChatGPT visibility than ten blog posts on your own site.
Gemini rewards clarity above almost everything else. Pages with clean heading structures, direct answers, and schema markup are far more likely to appear in AI Overviews. Run your top service pages through Google's Rich Results Test and fix every schema error. Then read the page out loud. If you stumble over a sentence, rewrite it. Gemini parses pages the way a careful reader does.
Perplexity is the most accessible entry point for firms that are newer to GEO. It has the highest citation rate of the three and actively pulls from recently published, well-structured content. Publishing a detailed guide on probate in your state, with a clear TL;DR, FAQ schema, and a current publication date, can get you cited in Perplexity within weeks. That's a realistic short-term win while you build authority for the other platforms.
How to audit your current AI visibility
Before changing anything, you need to know where you actually stand. That means running your firm name and key services through ChatGPT, Gemini, and Perplexity and asking directly: "Who are the best estate planning attorneys in [your city]?" and "Can you recommend a trust attorney who handles elder law in [your state]?" Write down which firms appear and which don't.
Then check your schema implementation. Google's Rich Results Test will tell you whether your LegalService and FAQPage schema are valid. Screaming Frog or a similar crawler can audit your entire site for missing or broken structured data. Cross-reference your directory listings for consistency. Look for any place where your firm name or address appears differently than it does on your website.
A numbered checklist for getting started:
- Claim and complete profiles on Avvo, Justia, FindLaw, Martindale-Hubbell, and Super Lawyers
- Add LegalService schema to every practice area page (wills, trusts, probate, elder law)
- Add ProfilePage schema to each attorney's bio page
- Add FAQPage schema to your top five content pages
- Write a 40 to 60 word TL;DR at the top of each service page
- Rewrite H2 headings to match actual user questions
- Republish any content older than 18 months with updated information and dates
- Run your name through ChatGPT, Gemini, and Perplexity monthly to track progress
This isn't a one-week project, but the firms that start now will have a real head start. The attorneys who appear in AI recommendations for "trust attorney near me" or "probate lawyer in [city]" in 2026 and 2027 are going to be the ones who did this work in 2025.
Estate planning attorneys who want AI systems like ChatGPT and Gemini to recommend their firm need three things working together: LegalService and FAQPage schema markup on their site, consistent profiles across legal directories like Avvo, Justia, and Martindale-Hubbell, and content structured with clear headings and 40 to 60 word TL;DR paragraphs that AI can extract directly.
If you want a shortcut to understanding exactly where your firm stands, SuggestedByGPT audits your current AI visibility across all three major platforms and shows you specifically what's keeping you from being recommended. The firms showing up in AI results for estate planning searches aren't necessarily the biggest or oldest. They're the ones whose digital presence is structured the way AI systems expect.
Getting recommended by AI for queries like "trust attorney near me" or "probate lawyer" comes down to schema markup, directory consistency, and content that AI can extract cleanly. Most estate planning firms haven't done this work yet, which means the opportunity is real for firms that move now.
Run a free scan of your firm at /start to see exactly how ChatGPT, Gemini, and Perplexity currently perceive your practice. SuggestedByGPT will show you what's missing and what to fix first.