AI Agent Readiness Scanner avatar

AI Agent Readiness Scanner

Pricing

$10.00 / 1,000 site scans

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AI Agent Readiness Scanner

AI Agent Readiness Scanner

Score any website for how ready it is for AI agents and answer-engine optimization (AEO), with a per-category breakdown.

Pricing

$10.00 / 1,000 site scans

Rating

0.0

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Developer

StartupHub

StartupHub

Maintained by Community

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0

Bookmarked

2

Total users

1

Monthly active users

5 days ago

Last modified

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AI Agent Readiness Scanner: is your site ready for AI agents?

Score any website for how well AI agents and answer engines (ChatGPT, Claude, Gemini, Perplexity) can read, understand, and act on it. Get an overall grade plus a per-category breakdown so you know exactly what to fix. Powered by StartupHub.ai.

Input

FieldTypeDescription
urlsarray of stringsWebsite URLs to score, e.g. https://stripe.com.
includeChecksboolean, default trueAdd every individual check with its result and a fix prompt.
includeMarkdownReportboolean, default falseAdd the full readable report as Markdown.

Output (one dataset row per URL)

FieldDescription
url, final_urlThe URL you gave and where it ended up after redirects.
scanned_atWhen the scan ran (ISO 8601).
total_score, gradeOverall score out of 100 and its letter grade.
category_scores, categories[]Score per category: discoverability, content, access control, capabilities, commerce, quality.
top_fixes[]The fixes that would raise the score most.
wins[]What the site already does well.
checks_passed, checks_failedCounts across all checks.
checks[]Every check: id, category, title, status (pass, fail, warn, skip, preview), weight, detail, url_checked, and fix_prompt for anything not passing.
homepage_blocked, blocked_reasonWhether the homepage refused automated readers, and why.
ttfb_msTime to first byte.
tokens_html, tokens_markdown, token_savings_pctHow many tokens the page costs an AI model as HTML versus Markdown.
markdown_reportThe full report, when includeMarkdownReport is on.
report_urlThe same scan on the StartupHub.ai web tool.

Every row also carries powered_by, web_tool and full_api links.

Setup

Add a STARTUPHUB_API_KEY environment variable (mark Secret) with a sk_live_... key from https://www.startuphub.ai/my-account?tab=api.

Keywords: AI agent readiness, AEO, answer engine optimization, LLM SEO, GEO, ChatGPT crawlability, llms.txt, schema audit, site readiness score.