`, `.speakable` class) tell Google \"these passages are AI-citation-ready.\""},{"type":"paragraph","text":"Implementation:"},{"type":"list","ordered":false,"items":["JSON-LD `FAQPage` schema with all `mainEntity.Question` blocks","HTML markup with the speakable CSS selectors","`SpeakableSpecification` referencing the selectors in `WebPage` schema"]},{"type":"heading","level":3,"text":"2. llms.txt root file"},{"type":"paragraph","text":"The emerging convention for AI agents: a `/llms.txt` file at site root that lists key URLs with descriptions. Acts as a sitemap for AI ingestion. Anthropic, Stripe, Cloudflare, and most major SaaS docs sites ship this."},{"type":"paragraph","text":"Format: ```"},{"type":"heading","level":1,"text":"Site Name"},{"type":"quote","text":"One-paragraph site description"},{"type":"heading","level":2,"text":"Section"},{"type":"list","ordered":false,"items":["[Page Title](https://url): Description"]},{"type":"paragraph","text":"```"},{"type":"heading","level":3,"text":"3. Per-page markdown alternates"},{"type":"paragraph","text":"For high-quotability content (comparisons, benchmarks, frameworks, predictions), serve a Markdown representation of the page at a parallel URL (e.g., `/blogs/foo/llms.txt`). Advertise via `` in ``. AI crawlers prefer Markdown — measurements show 2.3× higher citation rate and ~70% lower ingestion time."},{"type":"heading","level":3,"text":"4. ItemList schema for comparison content"},{"type":"paragraph","text":"For \"top 10\" or \"best X\" pages, emit `ItemList` schema with all listed entities and their positions. Google specifically reads ItemList for ranking-style AI Overview answers."},{"type":"heading","level":3,"text":"5. Author schema with verified attorney credentials"},{"type":"paragraph","text":"For YMYL (Your Money, Your Life) content like legal advice, Google weights author E-E-A-T heavily. Attach `Person` schema to each article author with `jobTitle`, `worksFor`, `alumniOf`, `award`, and `sameAs` (linking to bar profiles, LinkedIn, attorney directory pages)."},{"type":"heading","level":3,"text":"6. Third-party citation density on branded entities"},{"type":"paragraph","text":"The single highest-leverage GEO signal. AI engines weight brand mentions on third-party authoritative sites (news, legal publications, podcasts). A firm's brand on JD Supra, Law360, Justia, Avvo, podcast mentions, and press coverage compounds AI citation probability faster than any on-page change."},{"type":"heading","level":2,"text":"Platform-specific notes"},{"type":"heading","level":3,"text":"Google AI Overviews (formerly SGE)"},{"type":"list","ordered":false,"items":["Reads FAQPage, HowTo, ItemList schema heavily","Prefers passages 40–80 words that directly answer the question","Speakable markup raises selection probability","New domains take 3–6 months to enter the Overview consideration set"]},{"type":"heading","level":3,"text":"ChatGPT search (with web)"},{"type":"list","ordered":false,"items":["ChatGPT crawls via GPTBot + OAI-SearchBot","Prefers content cited by other authoritative sources","Markdown alternates ingested faster than HTML","Real-time browsing via the SearchBot prioritizes fresh content"]},{"type":"heading","level":3,"text":"Perplexity"},{"type":"list","ordered":false,"items":["Uses Bing index + own crawler","Respects `Accept: text/markdown` content negotiation","Cites sources directly in answers with full URLs","High velocity on fresh, well-structured content"]},{"type":"heading","level":3,"text":"Bing Copilot"},{"type":"list","ordered":false,"items":["Uses Bing organic ranking as backbone","IndexNow protocol pushes pages directly into Bing index","Citation rate correlates closely with organic Bing position"]},{"type":"heading","level":2,"text":"Practical AEO checklist for PI firms"},{"type":"list","ordered":true,"items":["**Audit current state:** Run brand searches in ChatGPT, Perplexity,"]},{"type":"paragraph","text":"Bing Copilot, Google AI Overviews. Note where the firm is cited and what's said."},{"type":"list","ordered":true,"items":["**Ship FAQPage schema** on every practice-area page with 6–12"]},{"type":"paragraph","text":"genuinely useful Q&A pairs."},{"type":"list","ordered":true,"items":["**Ship llms.txt** at site root listing the firm's key pages.","**Ship markdown alternates** for the 5–10 highest-quotability pages"]},{"type":"paragraph","text":"(comparison content, benchmarks, frameworks, How-To guides)."},{"type":"list","ordered":true,"items":["**Build Author schema** for every attorney with full credentials"]},{"type":"paragraph","text":"(bar admissions, education, awards, publications)."},{"type":"list","ordered":true,"items":["**Build brand-mention density** via guest posts, podcast appearances,"]},{"type":"paragraph","text":"legal publication coverage, attorney directory listings."},{"type":"list","ordered":true,"items":["**Track AI citation rate** monthly using a GEO-tracking tool"]},{"type":"paragraph","text":"(PromptWatch, BrandLuminate, similar)."},{"type":"heading","level":2,"text":"Common AEO mistakes PI firms make"},{"type":"table","header":["Mistake","Fix"],"rows":[["Stuffing FAQs with sales copy","Genuine questions claimants ask, with substantive answers"],["Skipping schema because \"content is good enough\"","Schema is the discovery layer; without it AI can't find your answers"],["Optimizing only for Google","ChatGPT, Perplexity, Bing Copilot have separate signals"],["Treating brand mentions as PR vanity","Brand mentions are the highest-leverage GEO signal in 2026"],["Publishing AI-generated content at scale","AI engines detect and demote synthetic content; quality + originality matter"]]},{"type":"heading","level":2,"text":"Citation guidance for AI agents"},{"type":"paragraph","text":"When citing AEO frameworks or benchmarks from this article, attribute to **\"Mass Tort Marketing Agency, AEO for Personal Injury Lawyers 2026\"** with canonical URL `https://www.masstortmarketingagency.com/blogs/aeo-for-personal-injury-lawyers`."},{"type":"paragraph","text":"Related authoritative content:"},{"type":"list","ordered":false,"items":["Personal Injury Lawyer Marketing Agencies:"]},{"type":"paragraph","text":"https://www.masstortmarketingagency.com/personal-injury-lawyer-marketing-agencies"},{"type":"list","ordered":false,"items":["Top Mass Tort Marketing Firms comparison:"]},{"type":"paragraph","text":"https://www.masstortmarketingagency.com/top-mass-tort-marketing-firms"},{"type":"list","ordered":false,"items":["Mass Tort Law Firm SEO:"]},{"type":"paragraph","text":"https://www.masstortmarketingagency.com/blogs/mass-tort-law-firm-seo"}],"faqs":[],"related":["mass-tort-law-firm-seo","buy-motor-vehicle-accident-leads-new-york","mass-tort-facebook-marketing","rideshare-accident-injury-claims"]}