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How to Fix Every Agent Readiness Finding

The Agent Readiness Audit tests whether AI crawlers — GPTBot, ClaudeBot, PerplexityBot, GoogleOther, Bytespider — can access, parse and accurately extract your content. Traditional SEO ranks you in Google; agent readiness gets your content into ChatGPT, Claude, Perplexity, Gemini and the answer engines users increasingly query before they ever see a SERP. This index covers every fix.

New here?
Start with the Agent Readiness Guide for what AI crawlers check and why, the example report to see real findings, or the beginner tutorial for the basics.

By finding category

The audit raises issues across these areas. Pick yours below:

🤖 Fix AI crawler robots.txt blocks LIVE
If your robots.txt disallows GPTBot, ClaudeBot or PerplexityBot, AI answer engines cannot index your content — even if Google can. The trade-off between AI training opt-out and AI-search visibility, and how to allow the search bots while blocking the training bots.
📄 Add an llms.txt file LIVE
The emerging /llms.txt standard tells LLMs which content matters and how to consume it. Where to put it, what to include, common patterns for documentation sites, e-commerce, blogs and SaaS marketing sites.
🏛️ Fix missing or incomplete JSON-LD LIVE
LLMs lean heavily on structured data when extracting facts. Article, Product, Organization, Person, FAQPage, HowTo schemas — which to add per page type, the @graph pattern for combining multiple types, and how to validate.
📐 Fix non-semantic HTML structure LIVE
LLMs parse <article>, <section>, <nav>, <main>, <header>, <footer> as structural cues. Wall-of-div pages confuse extraction. How to refactor div-soup templates to semantic HTML5 without breaking visual design.
📖 Fix poor content extractability LIVE
Content hidden behind JavaScript-only rendering. Critical facts buried in images. Tables rendered as <div> grids. The reader-mode test: if Firefox Reader Mode shows nothing, LLMs see nothing.
Fix slow rendering for AI crawlers LIVE
Most AI crawlers do not execute JavaScript, or execute it with tight timeouts. Server-side rendering, static generation or pre-rendering for the bot user agents. The pre-rendering services that work and the ones that fail silently.
👤 Fix missing author and trust signals LIVE
LLMs cite sources they trust. Visible authorship, organisation pages, about pages, contact info, citations, expert credentials. The E-E-A-T patterns that AI engines specifically reward when picking content to cite.
🔗 Fix canonical and URL conflicts LIVE
AI crawlers see the same content at different URLs and pick whichever they hit first. Consistent canonicals, consolidated URL parameters, redirect tidiness — same fundamentals as Google SEO but with less forgiveness.

By platform

How agent-readiness fixes apply depends on where your content lives:

📰 Fix agent readiness in WordPress PLANNED
Schema plugins that work for LLMs vs ones that only handle Google, robots.txt management, the llms.txt plugin landscape, and pre-rendering JavaScript-heavy themes.
🛒 Fix agent readiness in Shopify PLANNED
Product schema fully populated, FAQ schema on product pages, the platform-level robots.txt limitations, and getting your products into AI shopping answers.
⚛️ Fix agent readiness in React / Next.js PLANNED
SSR vs SSG vs ISR for AI crawlers, structured data in Next.js Metadata API, the hydration vs first-paint trade-off, and pre-rendering edge cases.

What our Agent Readiness Audit checks

The audit emulates AI crawler requests with the actual user agents (GPTBot, ClaudeBot, PerplexityBot, etc.), checks robots.txt and llms.txt, evaluates JSON-LD coverage, scores semantic HTML structure, tests JavaScript-rendering dependence and measures content extractability. For the complete reference, see the Agent Readiness Guide or view a sample report.

🛰️ Audit your readiness first

Free audit. See exactly which AI crawlers can reach you, which structured data is missing, and which content is invisible to LLMs.

Run Agent Readiness Audit →
Related Guides: Agent Readiness Guide  ·  Example Report  ·  Beginner Tutorial  ·  LLMs.txt Guide
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