Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 8/30/2026Public technical data
Overall AI readiness assessment
How ready job.careers is for AI systems
Curated AI Jobs was independently audited by llmsmap. job.careers currently scores 82/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.
Audit context
llms.txt is accessible and contains 586 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types Organization, WebSite; 6 OpenGraph tags were found and markup completeness is 90%.
The mobile Lighthouse profile adds Performance 60/100, Accessibility 78/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
Confirmed strengths
- Accessible llms.txt
- 1 sitemap declaration
- Schema.org: Organization, WebSite
- Complete social metadata
Priority improvements
- 1Add llms-full.txt for richer first-party context.
- 2Reduce mobile rendering delay and main-thread work.
- 3Clarify semantics, labels, and interactive states.
llms.txt tokens586
llms-full.txt tokens—
ai.txt
sitemap.xml
Google Lighthouse technical profile
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
60
Performance
78
Accessibility
100
Best Practices
100
Technical SEO
67
Agentic Browsing
What these results mean
Mobile performance is 60/100, with the largest visible content block appearing in 8.6 s and the browser main thread blocked for 150 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 78/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
1
Free the main thread and accelerate the first view
Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.
2
Reduce code that loads without helping the page
Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.
3
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
4
Make controls unambiguous
Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.
FCP3.9 s
First content
LCP8.6 s
Main content
CLS0
Layout stability
TBT150 ms
Blocking time
SI6.1 s
Visual speed
Metric glossary
- FCP · First content
- When the first text or image appeared on screen.
- LCP · Main content
- When the largest visible element in the first viewport rendered.
- CLS · Layout stability
- How much content shifted unexpectedly while loading; lower is better.
- TBT · Blocking time
- How long the browser main thread could not respond quickly to input.
- SI · Visual speed
- How quickly the visible viewport filled with content.
8/30/2026Lighthouse 13.4.1Mobile profile
AI readiness checks
Machine-readable files, crawler policy, discovery, and homepage markup.
llms-full.txt
Full version was not found
ai.txt
ai.txt file was not found
Sitemap in robots.txt1
1 sitemap found
Schema.org (JSON-LD)
Types: Organization, WebSite
OpenGraph90%
6 OG tags found
AI bot access
Based on robots.txt analysis
GPTBotNot mentioned
OAI-SearchBotNot mentioned
ChatGPT-UserNot mentioned
Google-ExtendedNot mentioned
ClaudeBotNot mentioned
Claude-SearchBotNot mentioned
Claude-UserNot mentioned
BytespiderNot mentioned
CCBotNot mentioned
PerplexityBotNot mentioned
Perplexity-UserNot mentioned
Sitemaps
Declared discovery routes for crawlers and agents.
OpenGraph tags
Social preview metadata found on the homepage.
og:typewebsiteog:urlhttps://job.careers/og:titleAI & Machine Learning Jobs | Curated AI Jobsog:descriptionFind AI and machine learning jobs by role and location. Browse US, UK, Europe and remote listings, compare requirements and apply on employer sites.og:site_nameCurated AI JobsSchema.org markup
Structured entities and properties exposed on the homepage.
OrganizationWebSite
nameCurated AI Jobsurlhttps://job.careers/logohttps://job.careers/icon-512.png# Curated AI Jobs > Curated AI Jobs is a dedicated job board for careers in artificial intelligence and machine learning. We curate roles — in ML engineering, LLMs & NLP, computer vision, AI research, MLOps, and data science — sourced directly from the world's leading AI companies. The automated importer reads selected employer career boards, including Greenhouse, Lever and Ashby. Employers can also submit roles for review. Category and skill labels may be inferred; confirm availability, work location and eligibility on the original application page. Remote does not necessarily mean worldwide. Our mission is simple: help talented people find their next role in AI, and help AI companies reach the talent building the future. ## Companies Curated AI Jobs features roles from leading AI-native companies, including OpenAI, Anthropic, Databricks, Mistral AI, Scale AI, ElevenLabs, Figure, Together AI, Harvey, Cognition, Decagon, Sierra, Suno, Mercor, and Instabase — with new companies added regularly. ## Job Categories - LLM & NLP - Computer Vision - ML Engineering - AI Research - MLOps & Infra - Data Science - Data Engineering - Robotics - AI Product - Design - Go-To-Market - Operations & People ## Languages supported English ## Main Navigation Links * [Home](/): Latest AI & machine learning jobs * [US jobs](/jobs/ai-jobs-usa/): Jobs with a recorded US location * [UK jobs](/jobs/ai-jobs-uk/): Jobs with a recorded UK location * [Europe jobs](/jobs/ai-jobs-europe/): European locations, including the UK * [Remote jobs](/jobs/remote-ai-jobs/): Remote roles; country restrictions may apply * [How listings work](/editorial-policy/): Sources, limitations and corrections * [About](/about-us/): Our mission and how Curated AI Jobs sources jobs * [Post a Job](/post-a-job/): For AI companies hiring talent * [Contact](/contact-us/): Get in touch or list your company * [Privacy Policy](/privacy-policy/): Curated AI Jobs privacy policy * [Terms and Condition](/terms-and-condition/): Terms governing use of the site * [FAQs](/faqs/): Frequently asked questions ## Sitemap https://job.careers/sitemap.xml ## Bot Access Policy Curated AI Jobs' preferences for AI/LLM access, training, and content usage: - **User-agent: gptbot** Allow-Training: yes Allow-Retrieval: yes - **User-agent: claudebot** Allow-Training: yes Allow-Retrieval: yes - **User-agent: google-extended** Allow-Training: yes Allow-Retrieval: yes - **User-agent: perplexitybot** Allow-Training: yes Allow-Retrieval: yes - **User-agent: ccbot** (Common Crawl) Allow-Training: yes Allow-Retrieval: yes ### Default Rule for Unspecified or Future Bots - **User-agent: \*** Allow-Training: yes Allow-Retrieval: yes
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Added 8/30/2026
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