Tygart Media

Tag: AI Citation

  • AI Citation Readiness Report — Is Your Site Getting Cited by ChatGPT and Perplexity?

    What Is an AI Citation Readiness Report?
    A diagnostic that tests whether your WordPress site is being cited or recommended by AI systems — ChatGPT, Perplexity, Google AI Overviews, and Claude — and identifies the specific structural, entity, and schema gaps preventing citation. The report tells you exactly what’s missing and how fixable it is.

    Search is no longer just 10 blue links. When someone asks ChatGPT “what’s the best water damage company in Phoenix” or asks Perplexity “how do asset-backed loans work,” those systems cite specific pages — and most businesses have no idea if they’re being cited, ignored, or actively excluded.

    The AI Citation Readiness Report runs a structured diagnostic against your site: manual testing against AI systems, entity coverage analysis, schema audit, LLMS.TXT configuration check, and structural content analysis. The output is a clear picture of your current AI visibility and a prioritized list of what to fix.

    What the Report Covers

    • AI system testing — Manual queries to ChatGPT, Perplexity, and Google AI Overviews for your core topics and brand name
    • Entity coverage audit — Are your key entities (brand, services, location, certifications) present and structured correctly?
    • Schema readiness check — Speakable, FAQPage, Organization, and LocalBusiness schema presence and validity
    • LLMS.TXT configuration — Is your site configured to signal AI-crawlability? Are you inadvertently blocking AI crawlers?
    • Content structure analysis — OASF formatting presence, direct answer density, factual claim sourcing
    • Competitor citation comparison — Are competitors in your niche being cited where you aren’t?

    Pricing

    Package What’s Included Price
    Snapshot Report only — current AI citation status + gap list $149
    Full Report Report + prioritized fix roadmap + 30-min async Q&A $249
    Report + Fix Full report + LLMS.TXT config + speakable schema on top 5 posts $299

    Find Out If AI Is Citing Your Site

    Share your site URL and your 3 most important topics or services. We’ll run the diagnostic and deliver the report within 3 business days.

    → will@tygartmedia.com

    Email only. No commitment to reply. Turnaround quoted within 1 business day.

    Frequently Asked Questions

    How do you test whether AI systems are citing my site?

    We run structured queries to ChatGPT (GPT-4o), Perplexity, and Google AI Overviews using your brand name, core service keywords, and topic clusters. We document which queries surface citations and which don’t, and cross-reference against what your competitors are getting cited for.

    What is LLMS.TXT and why does it matter?

    LLMS.TXT is a proposed standard (similar to robots.txt) that signals to AI crawlers which pages should be indexed for citation purposes. Configuring it correctly ensures AI systems can access and index your highest-value pages. Misconfiguration can inadvertently exclude your best content.

    How long does it take to see results after fixing citation gaps?

    AI system citation indexes update on varying schedules — Perplexity updates frequently, ChatGPT’s training data updates less often. Structural fixes (schema, LLMS.TXT, speakable blocks) tend to produce Perplexity citation improvements within 4–8 weeks. ChatGPT recognition is slower and tied to training cycles.


    Last updated: April 2026

  • WordPress AEO/GEO Sprint — Featured Snippets and AI Citation Optimization

    What Is an AEO/GEO Sprint?
    An AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) Sprint is a structured retrofit of your existing WordPress content — restructuring posts so search engines surface them as direct answers, and AI systems cite them in generated responses. Not new content. Not a redesign. Your existing posts, optimized to win in a search landscape that now includes ChatGPT, Perplexity, and Google AI Overviews.

    Google’s search results page looks different than it did 18 months ago. AI Overviews now appear above the organic results. Perplexity cites specific pages instead of ranking a list. ChatGPT recommends sites it’s been trained to recognize as authoritative.

    If your existing content wasn’t built to answer questions directly, it won’t show up in any of those placements — regardless of how well it ranks for traditional SEO.

    We’ve applied this exact retrofit to over 500 posts across restoration, lending, flooring, SaaS, healthcare, and entertainment verticals. We know what changes produce featured snippet captures, what entity patterns make AI systems cite a page, and which schema structures Google’s rich results tool actually validates.

    Who This Is For

    WordPress site owners and operators with existing published content — at least 20 posts — who aren’t appearing in AI-generated answers or featured snippet placements. If you’ve been publishing consistently but not converting that content into search placements that existed 18 months ago, this sprint directly addresses that gap.

    What the Sprint Covers (Per Post)

    • Definition box insertion — 40–60 word direct answer block at the top of the post, formatted for featured snippet capture
    • Question-led H2 restructure — Key headings rewritten as questions with direct answers in the first 50 words following each heading
    • FAQPage section — 5–8 Q&As written for People Also Ask placement, with FAQPage JSON-LD schema
    • Speakable schema blocks — Key paragraphs marked with speakable schema for voice search and AI synthesis
    • Entity saturation pass — Named entities (organizations, certifications, standards bodies, locations) identified and injected throughout
    • External citation injection — 3–5 authoritative source references added per post
    • Article + BreadcrumbList schema — Complete JSON-LD block appended to each post
    • LLMS.TXT comment block — AI-readable seed paragraph added as HTML comment for LLM citation signals

    Sprint Packages

    Package Posts Covered Turnaround
    Starter Sprint 10 posts 5 business days
    Standard Sprint 25 posts 10 business days
    Full Site Sprint 50 posts 15 business days

    Posts are selected collaboratively — we prioritize by traffic volume, keyword proximity to featured snippet triggers, and entity coverage gaps.

    What You Get vs. DIY vs. Generic SEO Agency

    Tygart Media Sprint DIY Generic SEO Agency
    FAQPage JSON-LD schema on every post ✅ Maybe Sometimes
    AI citation signals (LLMS.TXT, speakable) ✅ ❌ ❌
    Entity saturation for niche-specific bodies ✅ ❌ Rarely
    Direct publish to WordPress via REST API ✅ N/A You review drafts
    Validated with Google Rich Results Test ✅ Maybe Sometimes
    Proven in AI-heavy verticals ✅ ❌ ❌

    Ready to Get Your Existing Content Into AI-Generated Answers?

    Send your site URL and a rough post count. We’ll identify your best 10 candidates for AEO/GEO retrofit and quote the sprint that makes sense.

    → will@tygartmedia.com

    Email only. No sales call required. No commitment to reply.

    Frequently Asked Questions

    Will this change my existing post content significantly?

    We add structured elements (definition boxes, FAQ sections, schema) and restructure key headings — we don’t rewrite the body of your posts. Your voice and factual content remain intact. All changes are reviewed before publish if requested.

    How quickly will I see results in featured snippets or AI answers?

    Google typically re-crawls optimized pages within 2–6 weeks for established sites. Featured snippet captures often appear within the first crawl cycle post-optimization. AI citation signals (Perplexity, ChatGPT) are slower — typically 1–3 months for recognition.

    Which verticals have you run this in?

    Property damage restoration, luxury asset lending, commercial flooring, B2B SaaS, healthcare services, comedy and entertainment streaming, and event technology. The entity patterns differ by vertical — we adapt the sprint to the specific certification bodies, standards organizations, and named entities that matter in your niche.

    Do I need to give you WordPress admin access?

    We use WordPress Application Passwords — a scoped credential that doesn’t expose your admin password. You create it, share it, and revoke it after the sprint. We publish directly via WordPress REST API.

    What if my site uses Elementor or another page builder on posts?

    We specifically target WordPress posts (not pages) via the REST API content field — Elementor and page builder data on pages is never touched. This is a hard operational rule we enforce on every sprint.

    Can I pick which posts get the sprint treatment?

    Yes. We provide a prioritized recommendation list, but you make the final call on which posts are included.

    Last updated: April 2026