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.
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
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