You can access the AI Crawler Readiness Auditor 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 Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("nectared_screen/ai-crawler-readiness-auditor").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

AI Crawler Readiness Auditor API in Python

The Apify API client for Python is the official library that allows you to use AI Crawler Readiness Auditor API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

AI Crawler Readiness Auditor API in JavaScript

AI Crawler Readiness Auditor API through CLI

AI Crawler Readiness Auditor OpenAPI definition

AI Crawler Readiness Auditor API

GEO & llms.txt Readiness Auditor

gp005/geo-llms-auditor

Audit which AI crawlers (GPTBot, ClaudeBot, PerplexityBot, Googlebot, and 30+ more) your site allows or blocks, validate your llms.txt, and score AI-citability — with an exact prioritized fix list. Non-scraper, reads public well-known files.

Geo

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

LLMs.txt Discovery Auditor

phoenix2810/llms-txt-discovery-auditor

Audit a website for /llms.txt and /llms-full.txt AI discovery readiness. Get a readiness score, markdown structure summary, and actionable recommendations. Built for GEO/AI-SEO consultants, documentation teams, and devrel.

Sanskar Jaiswal

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

Lead Quality & Outreach Readiness Auditor — Decide & Benchmark

ryanclinton/enrichment-quality-auditor

Audit lead lists before outreach. Every lead gets a quality score, trust score, and a use/verify/repair/enrich/reject decision, then rolls up to account health, pipeline risk, and a vendor benchmark of which source delivers usable leads. Works with Clay, Apollo, ZoomInfo, CSV.

Ryan Clinton

Shopify Agentic Commerce Readiness Auditor

automation-lab/shopify-agentic-commerce-readiness-auditor

Audit Shopify catalog, product schema, pricing, inventory, shipping, and returns signals for AI shopping agent readiness scorecards.

Stas Persiianenko

GEO Competitive Benchmark — AI Search Readiness vs Competitors

foxlabs/geo-benchmark

Benchmark your site vs up to 5 competitors for AI-search readiness in one run. See where rivals out-rank you for ChatGPT, Perplexity, Gemini & Claude citation — AI-crawler access, schema, extractability, speed, trust — as a ranked scoreboard + per-signal gap list. Deterministic GEO/AEO.

Berkan Kaplan

AI Website Sales Readiness Auditor

orbitai/ai-website-sales-readiness-auditor

Audits local business websites for conversion readiness, lead-capture gaps, trust signals, and sales opportunity scoring.

Daniel Lozano

Structured Data Validator (JSON-LD / OG)

jungle_synthesizer/structured-data-validator-pro

Extract and validate structured data from any URL: JSON-LD, Open Graph, Twitter Cards, microdata, RDFa, meta tags. Local schema.org validation. Flags Google rich-result eligibility and AI-discovery readiness. Pure HTTP. Built for SEO audits and structured-data debugging at scale.

BowTiedRaccoon

Programmatic SEO Opportunity Mapper

monty15/programmatic-seo-opportunity-mapper

Turn competitor sitemaps into a scored, prioritized programmatic-SEO opportunity matrix — deterministic title/meta/slug suggestions, schema type, and optional AI-citability scoring. No API key required.

Monty

Shopify Scraper

automation-lab/shopify-scraper

Monitor any Shopify store for competitor catalog, price, availability, variants, collections, and review data. Extract DTC storefront intelligence with no API key.

Stas Persiianenko