AI Readiness Checker | Test If AI Can Cite Your Content

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Content Structure

Approx. 2–3 minutes

Ensure AI can quickly identify what your page is about and extract the key information.

The main topic is defined in the first 2–3 sentences. The topic definition is unambiguous (no vague phrasing). Each section begins with a short summary or a definition. Long paragraphs are replaced with lists wherever it fits. Tables are used for comparisons or multi-attribute data. Most sentences are short and focused (less than 20–25 words). H2-H6 headings follow a logical and predictable structure.

Entity Optimization

Approx. 2 minutes

AI understands entities, not just keywords. Make them explicit and consistent.

The main entity (topic/brand/concept) is clearly defined. Related entities are explicitly named, not just "it/they/this". Ambiguous terms are disambiguated (e.g., "Apple phones" vs "apple fruit"). The same entity naming is used consistently across the website. Entity descriptions align with public Knowledge Graph data. Relationships are explicitly stated ("X relates to Y because…").

Machine Readability & NLP

Approx. 2–3 minutes

Content must be easy for both humans and AI models to parse and segment.

Each paragraph focuses on a single main idea. Sentences follow simple Subject–Verb–Object grammar. Logical connectors are used ("means", "refers to", "because"). No idioms, metaphors, or poetic phrasing that confuse meaning. HTML is clean: proper lists, tables, and no broken tags. No messy copy-pasted formatting from Word/Docs builders.

Schema and Metadata

Approx. 2–3 minutes

Schema and metadata give AI explicit, structured meaning and context.

Article / Blog schema is implemented, tested and valid. FAQ / HowTo / Product / Service schema added where relevant. BreadcrumbList and Organization / Author schema implemented. robots.txt and sitemap.xml correctly configured for crawlers & AI. LLMs.txt configured with clear instructions (where applicable). OG image, favicon, and meta title/description accurately describe the page.

Tip: Even a perfect article can fail AI selection if schema is missing, invalid, or inconsistent.

Factual Grounding

Approx. 2 minutes

AI engines trust content they can verify and cross-check against public data.

All statements on the page are factually correct and up-to-date. Important statistics and claims include a clear source or reference. Definitions, numbers, and key facts match across the entire website. Time-sensitive content includes a visible "Last updated" date. Speculative or opinion-based content is clearly labelled as such.

Why this matters: AI treats factual inconsistency as a trust issue and may skip you entirely.

Technical Signals

Approx. 3–4 minutes

Your webpage must be accessible, fast, and crawlable for AI & search engines.

Page loads quickly with good Core Web Vitals (especially LCP & CLS). No overly aggressive bot protection blocking legitimate AI bots or crawlers. Internal links use descriptive and entity-based anchor text. The page is part of a clear topic cluster (not an orphan page). Mobile layout mirrors desktop in structure and content. Lead image / OG image and favicon are configured and relevant.

Tip: If AI crawlers can’t reliably load or render your page, not even good content can fix it.

Extractability

Approx. 2 minutes

AI systems now extract and reuse statements, not entire pages.

Key statements are short, factual, and stand alone without extra context. Definitions follow "AIO is…" or "GEO means…" patterns. Lists contain complete and precise meaning (no vague bullets). Tables use explicit labels, not shorthand or internal jargon. Step-by-step instructions use ordered or numbered steps.

AEO (Answer Engine Optimization)

Approx. 1-2 minutes

Optimise for AI systems that show a single and direct answer.

Each main section includes a 1–2 line factual answer to its core question. Inline FAQs are included for obvious questions that users ask. FAQ schema is implemented for FAQs and validates without errors. "What is…" style definitions are formatted clearly and consistently.

Tip: AEO makes your content the answer, not just a "result" buried on page 2.

GEO (Generative Engine Optimization)

Approx. 2 minutes

Optimise for AI systems that create multi-source summaries and comparisons.

Content is consistent with other reputable sources (no wild contradictions). Summaries and conclusions are structured and easy to blend into longer narratives. Cause–effect relationships are explicit ("X leads to Y because…"). Comparison blocks clearly name entities and criteria. Key takeaways are listed in bullet or numbered format.

Why this matters: GEO is how you appear inside long-form AI summaries, reviews, and comparisons.

AISO (AI Search Optimization)

Approx. 2 minutes

Optimise for AI engines like ChatGPT Search, Perplexity, and Gemini.

Clear, concise definitions for the main topic and subtopics. Strong entity density without keyword stuffing. Structured factual blocks (lists, tables, definition blocks) throughout. Schema validates with no critical errors. Page answers the main query in one or two sentences at the top.

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AI Readiness Summary

Here's your AI Readiness snapshot for:

AI Readiness Score

0 / 100

Verified by RK Web Solutions

Overall AIO Score: 0%

Status: Not evaluated

AEO: — GEO: — AISO: —

At-a-Glance Summary

You’re strong in: —

You can improve: —

AI Readiness Analysis by RK Web Solutions

Your Top 3 Priority Fixes

Section Breakdown

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Want a deeper AIO, GEO or AEO implementation review? Email us at [email protected].

AI Readiness Checker – RK Web Solutions Free AIO Audit Tool

Instant AIO Audit & AI Readiness Score Checker

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Content Structure

Entity Optimization

Machine Readability & NLP

Schema and Metadata

Factual Grounding

Technical Signals

Extractability

AEO (Answer Engine Optimization)

GEO (Generative Engine Optimization)

AISO (AI Search Optimization)

Your AIO Audit Report is 98% Ready

AI Readiness Summary

At-a-Glance Summary

Your Top 3 Priority Fixes

Section Breakdown

AI Readiness Checker – RK Web Solutions Free AIO Audit Tool

Instant AIO Audit & AI Readiness Score Checker

Start Your AIO Audit

Content Structure

Entity Optimization

Machine Readability & NLP

Schema and Metadata

Factual Grounding

Technical Signals

Extractability

AEO (Answer Engine Optimization)

GEO (Generative Engine Optimization)

AISO (AI Search Optimization)

Your AIO Audit Report is 98% Ready

AI Readiness Summary

At-a-Glance Summary

Your Top 3 Priority Fixes

Section Breakdown

Share your AIO score