You can access the AI Agent Readiness Audit — llms.txt, robots.txt & Schema programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "urls": [
12        "https://example.com"
13    ]
14};
15
16// Run the Actor and wait for it to finish
17const run = await client.actor("paoe/ai-agent-readiness-audit").call(input);
18
19// Fetch and print Actor results from the run's dataset (if any)
20console.log('Results from dataset');
21console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
22const { items } = await client.dataset(run.defaultDatasetId).listItems();
23items.forEach((item) => {
24    console.dir(item);
25});
26
27// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

AI Agent Readiness Audit: llms.txt & robots.txt API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use AI Agent Readiness Audit — llms.txt, robots.txt & Schema API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

AI Agent Readiness Audit — llms.txt, robots.txt & Schema API in Python

AI Agent Readiness Audit — llms.txt, robots.txt & Schema API through CLI

AI Agent Readiness Audit — llms.txt, robots.txt & Schema OpenAPI definition

AI Agent Readiness Audit — llms.txt, robots.txt & Schema API

Website for Agents Audit

bmiller1009/agent-ready-audit

Audit whether AI assistants, crawlers, and software agents can discover and use a public website.

Sentinel Signal

AI Readiness Auditor

rationalistic_counsel/ai-readiness-auditor

Check how AI-ready any website is. Get an AI Readiness Score (0-100) checking llms.txt, robots.txt AI crawler directives, Schema.org structured data, and meta tags. No API key needed.

J N

AI Commerce Agent Readiness Auditor

trovevault/ai-commerce-agent-readiness-auditor

Audits e-commerce sites for AI-agent shopping readiness with machine access, product schema, search, cart, policy, task friction, and fixes.

Trove Vault

Agent Readiness Audit

ondrejulehla/agent-readiness-audit

Check how ready a website is for AI agents: robots.txt policy for AI crawlers, llms.txt, sitemap, structured data, MCP server card, and JavaScript dependence.

Ondřej Úlehla

GEO Auditor — AI Search Readiness & Citability Audit

foxlabs/geo-auditor

Audit how ready your site is to be found, read & cited by AI search (ChatGPT, Perplexity, Gemini, Claude). Checks AI-crawler access, structured data, content extractability, speed & trust — scored 0-100 with a prioritized fix list. GEO / AEO technical audit.

Berkan Kaplan

Website SEO, Accessibility & AI Readiness Auditor

feeng/website-seo-ai-readiness-auditor

🔎 Crawl websites and turn technical SEO, accessibility, security, performance, broken-link, structured-data, robots.txt, llms.txt, and AI crawler signals into prioritized 0–100 audit scores and client-ready reports.

Daniel S.

AI Visibility Site Audit — robots.txt & llms.txt checks

43sunsets/ai-visibility-site-audit

Evidence-based audit of your own website: which AI crawlers robots.txt lets in (RFC 9309, 21 user-agent and control tokens, checked against the operators' own docs), which pages are discoverable, and each page's technical readiness — a ticket-grade fix plan with honest coverage disclosure.

Ken Yao

AI Search Visibility Audit

muhammadafzal/ai-search-visibility-audit

Audit public website pages for AI search discoverability, crawler access, structured data, answer-ready content, trust signals, and citation readiness.

Muhammad Afzal

SEO Audit Tool & AI Search Readiness (GEO) – 0-100 Page Scores

fixandfocus/seo-geo-audit

Audit web pages for technical SEO and AI search readiness (ChatGPT, Perplexity, Google AI Overviews): 0-100 SEO and GEO scores per page, issues by priority, a concrete fix for each, as JSON. Respects robots.txt; pay only for audited pages.

Santiago Alfonso Ramírez

Ai Visibility Suite - Dark Visitors Alternative

alizarin_refrigerator-owner/ai-visibility-suite---dark-visitors-alternative

Comprehensive AI bot monitoring, robots.txt analysis, LLMs.txt generation & AI shopping optimization. Monitor AI crawlers visits, check AI compliance, generate AI-friendly configurations, and optimize for AI shopping agents. AI Bot Directory Robots.txt LLMs.txt AI Shopping Competitor AI Audit

The Howlers

Website AI Readiness Audit: Visitor Experience + AI Search

askmywebsiteai/website-ai-readiness-audit

Scored AI-readiness report per website, in plain English. Checks whether visitors can get answers (chat/FAQ), find contact and pricing, plus speed, SEO, and AI search visibility (GPTBot/ClaudeBot access, llms.txt, Schema.org). For agencies and site owners.