An AI-driven experience management platform for enterprises to collect multi-channel feedback, analyze structured and unstructured data, and deliver actionable insights.
AEO Readiness Checker
$10Starting price
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About AEO Readiness Checker
The AEO Readiness Checker is a diagnostic tool designed to evaluate a website’s compatibility with AI answer engines by performing a comprehensive 20-point audit of a live site. It assesses how well AI crawlers such as GPTBot, ClaudeBot, Google-Extended, and PerplexityBot can access, parse, and cite the site’s content by examining robots.txt permissions, raw HTML accessibility, and structural elements. The tool analyzes factors like raw HTML readability, schema markup, answer-first copy structure, entity clarity, and the presence of llms.txt, providing a readiness score that categorizes findings into Group A (default compliance) and Group B (areas requiring deliberate AEO optimization). Within seconds, users receive a detailed report via email, including a prioritized fix list that identifies specific page-level changes, such as implementing FAQPage JSON-LD or restructuring pricing tables to improve AI quoting. This tool is particularly useful for website owners, digital marketers, and SEO professionals focused on enhancing their site’s visibility and performance in AI-driven answer engines rather than traditional search rankings. By addressing gaps in AI accessibility, it helps ensure content is effectively discovered and cited by AI systems.
Key features
- 20-point machine audit of AI readiness
- Live crawler probes for GPTBot, ClaudeBot, Google-Extended, PerplexityBot
- Raw HTML readability check without JavaScript
- Schema markup validation (Organization, FAQPage)
- Answer-first copy structure assessment
- llms.txt presence verification
- Group A/B criteria split for defaults vs deliberate work
- Page-level fix recommendations with evidence
Use cases
- Diagnosing why AI answer engines fail to cite a website
- Identifying robots.txt blocks that prevent AI crawlers from accessing pages
- Prioritizing schema and content changes to improve AI answer engine compatibility
Pros
- Probes live site access for eight major AI crawlers
- Checks raw HTML readability and schema markup
- Provides page-level fixes and email-delivered breakdown
- Benchmarking against 50 Toronto startups
- No account required for a scan
Cons
- No free tier beyond the single scan
- Report details unlocked only via email
- Limited to live site scanning, no historical data
- Benchmarking sample size not specified beyond 50 startups
Frequently asked questions about AEO Readiness Checker
What does the AEO Readiness Checker do?
The AEO Readiness Checker performs a 20-point machine audit of a live website to determine whether AI crawlers like GPTBot, ClaudeBot, or PerplexityBot can access, parse, and cite its content. It checks robots.txt permissions, raw HTML accessibility, schema markup, answer-first copy structure, entity clarity, and llms.txt presence, then returns a readiness score and fix list.
Who should use the AEO Readiness Checker?
The tool is designed for website owners, digital marketers, and SEO professionals who need to assess and improve their site’s compatibility with AI answer engines rather than traditional search visibility metrics.
How does the AEO Readiness Checker work?
Users enter their website URL, and the tool scans the live site in real time, probing specific AI crawlers to verify access and readability. Results are delivered within seconds, including a full breakdown by email with page-level fixes.
What kind of fixes does the tool provide?
The tool highlights page-level changes such as adding FAQPage JSON-LD schema, restructuring pricing tables, or ensuring raw HTML readability without JavaScript, tailored to make content quotable by AI engines.
Does the AEO Readiness Checker require an account to use?
No account is required to run a scan; users can generate a report by entering their website URL and receive the results via email.
How is this different from traditional AI visibility trackers?
Unlike trackers that measure mentions or sample answers, this tool checks the actual mechanics AI crawlers use to access and parse a site, such as robots.txt permissions and raw HTML readability, providing actionable fixes rather than trend lines.
