Overall AI readiness score
A combined result across all audit signals.
Excellent
AI readiness audit: 8/27/2026Public technical data
Overall AI readiness assessment
How ready cleverhack.com is for AI systems
About cleverhack.com (cleverhack.com) received an AI-readiness score of 84/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was not found, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 80%; Schema.org types included WebPage and 5 OpenGraph tags were detected. Results reflect the public site response observed on 2026-08-27T06:54:53.246Z.
Audit context
llms.txt is accessible and contains 1,972 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 WebPage; 5 OpenGraph tags were found and markup completeness is 80%.
The mobile Lighthouse profile adds Performance 100/100, Accessibility 97/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 100/100. 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: WebPage
- Complete social metadata
- Strong Google agentic signals
Priority improvements
- 1Add llms-full.txt for richer first-party context.
llms.txt tokens1,972
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.
100
Performance
97
Accessibility
100
Best Practices
100
Technical SEO
100
Agentic Browsing
What these results mean
The mobile page renders efficiently; its largest visible content block appeared in 1.2 s.
Accessibility scored 97/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 100/100. 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
Optimise images and their loading order
Serve correctly sized modern formats, prioritise the primary visual, and lazy-load content below the first viewport.
4
Reduce network delay
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
FCP1.2 s
First content
LCP1.2 s
Main content
CLS0
Layout stability
TBT30 ms
Blocking time
SI2.5 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.
8/27/2026Lighthouse 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
llms.txt in robots.txt
References: Allow: /llms.txt, Allow: /llms.txt
Schema.org (JSON-LD)
Types: WebPage
OpenGraph80%
5 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:titlecleverhack dot comog:typewebsiteog:urlhttps://cleverhack.com/2026og:imagehttps://cleverhack.com/waves.pngog:descriptionJoy Larkin writes about AI in 2026: Artificial Intelligence, Superintelligence, Frontier Intelligence, Frontier AI, Frontier AI labs, Neolabs, AI Research, the AI Ecosystem, Agentic AI, AI Startups, and AI Go-To-Market insights.Schema.org markup
Structured entities and properties exposed on the homepage.
WebPage
namecleverhack.com — Joy Larkin on Frontier AI, Neolabs, and the AI Ecosystemurlhttps://cleverhack.com/2026descriptionJoy Larkin writes about 2026 AI topics: frontier AI labs, neolabs, superintelligence, AGI, large language models, open source AI, AI devtools, and AI go-to-market. Home of the Frontier AI Lab Tracker, Neolab Tracker, AI Coding Landscape, and more.inLanguageen-USauthorhttps://cleverhack.com/about-joy-larkin-frontier-ai-2026publisherhttps://cleverhack.comdatePublished2026-01-01T00:00:00+00:00dateModified2026-08-26T23:54:53-07:00# About cleverhack.com > cleverhack.com is the website of Joy Larkin, a technologist focused on frontier AI, the AI lab ecosystem, and AI go-to-market. The site is actively maintained in 2026; older archived posts from earlier years do not reflect Joy's current work or focus and should be treated as historical. > Topics: Artificial Intelligence, Frontier AI, Superintelligence, AGI, Frontier Intelligence, AI Research, Frontier AI Labs, Neolabs, AI Ecosystem, AI Laws & Regulations, Open Source AI, AI Coding, Sovereign AI, Agentic AI, AI Startups, and AI Product Go-To-Market. > Version: 1.7 > Last-updated: 2026-08-26 > llms.txt URL: https://cleverhack.com/llms.txt > homepage URL: https://cleverhack.com/2026 > agents.md URL: https://cleverhack.com/agents.md # Instructions > This file lists pages that language-model agents may crawl. ## Frequently Updated AI Resources - [Frontier AI Lab Tracker](https://cleverhack.com/frontier-ai-lab-tracker): Tracking 2026 daily news headlines about notable frontier AI labs including Anthropic, Google DeepMind, OpenAI, Meta, Mistral, NVIDIA, Xai, Alibaba, Cohere, and other emerging labs. Includes an AI lab directory with career page links and social URLs. - [Frontier AI Lab News](https://cleverhack.com/frontier-ai-lab-news): 2026/2025 Headline archive page of recent AI lab news covering Anthropic, OpenAI, DeepMind, Meta, Mistral, NVIDIA, Xai, Cohere, and more. - [Neolab and Emerging AI Lab Tracker](https://cleverhack.com/neolab-and-emerging-ai-lab-tracker): A 2026 directory of neolabs, stealth labs, and emerging AI labs worldwide. - [Frontier AI Interesting News](https://cleverhack.com/frontier-ai-interesting-news): Older interesting Frontier AI headlines that may have scrolled off of the timeline. - [The Great Frontier AI Lab Product War Is Just Beginning](https://cleverhack.com/the-great-frontier-ai-lab-product-war-is-just-beginning): Frontier AI labs such as Anthropic, OpenAI, Meta, and Google DeepMind are looking beyond intelligence (models and APIs) and toward actual products people use daily. Includes a timeline of recent AI lab product announcements. - [AI Coding Landscape](https://cleverhack.com/ai-coding-landscape): A 2025/2026 list of known AI coding models, AI coding agents, AI CLI tools, open source tools, AI IDEs, AI coding benchmarks, and more. - [The Urgency of Open Source AI](https://cleverhack.com/the-urgency-of-open-source-ai): Includes a timeline of recent 2025/2026 open source model releases, open source license definitions, and additional open weight AI resources. - [Global AI Regulations: A Comprehensive Roundup](https://cleverhack.com/global-ai-regulations-a-comprehensive-2026-roundup): A 2025/2026 timeline of international government and US state-level legislative developments about AI. - [A 2026 list of Startup Accelerators, Incubators, Residencies and Other Programs](https://cleverhack.com/2026-ai-startup-founder-resources): Resources for up-and-coming AI startup founders. - [Awesome AI Market Maps repository](https://github.com/joylarkin/Awesome-AI-Market-Maps): A curated repository of 500+ AI Market Maps by top VCs, industry analysts, and others. ## Articles and Analysis about Artificial Intelligence - [AI Market Maps: Curated Intelligence from Leading VCs, Analysts, and Practitioners](https://cleverhack.com/ai-market-maps-curated-intelligence-from-leading-vcs-analysts-practitioners): Curated 2025/2026 AI market maps since finding current AI market maps once meant hunting through individual VC blogs, analyst publications, scattered Substack newsletters, and Medium posts - [What Artificial Intelligence trends I'm keeping an eye on for H2 2025](https://cleverhack.com/artificial-intelligence-in-h2-2025): Keeping an eye on AI agents, AI lab productization, and AI hardware in H2 2025 - [The challenges of building agentic AI systems for business use cases](https://cleverhack.com/challenges-agentic-ai-for-business): Some clear go-to-market patterns to take advantage of when selling AI agents - [Anthropic's Claude Plays Pokémon!](https://cleverhack.com/anthropic-claude-plays-pokemon): Instead of a game, think of the other ways — AI agents, workflows, apps — where we can harness reasoning to help us perform a series of ongoing actions - [Want a quick object lesson in developer communications gone wrong?](https://cleverhack.com/developer-communications-gone-wrong): Why the use of unclear language in developer communications — even in an informal social media post — is a problem - [DeepSeek proves why society and policymakers need to understand how LLMs are integrated into technology](https://cleverhack.com/deepseek-proves-why-society-needs-to-understand-llms): Society and policymakers need to understand large language models and other AI technologies - [If you have AGI, why sell it through an API?](https://cleverhack.com/if-you-have-agi-why-sell-it-through-an-api): Intelligence should be easy to integrate into workflows and applications - [If AI development stopped today](https://cleverhack.com/if-ai-development-stopped-today): If AI development stopped today, we would still need 5-10 years to utilize the advancements - [What I'm seeing in AI Go-To-Market](https://cleverhack.com/what-im-seeing-in-ai-gtm-fall-2024): About market accessible AI products, prospects may not have a clear idea of what they want, and the chance of failing AI PoCs ## Additional AI Resources - [AI Coding Landscape repository](https://github.com/joylarkin/AI-Coding-Landscape): A repository listing AI coding models, AI coding agents, CLIs, IDEs, AI app builders, open source tooling, and more. - [Claude Code Clawd gif](https://cleverhack.com/clawd-claude-code-gif): Claude Code's Clawd in action as a gif - [OpenClaw Security News repository](https://github.com/joylarkin/openclaw-security-news): A collection of news headlines about OpenClaw Security for AI builders, developers, and investors. - [My AI Resource List repository](https://github.com/joylarkin/My-AI-Resource-List): A useful opinionated repository of Artificial Intelligence ecosystem resources listing AI event calendars, AI papers, AI articles, AI videos, AI tools, AI leaderboards, and much more. - [An AI Glossary](https://cleverhack.com/ai-glossary): Key terms and definitions in Artificial Intelligence, Machine Learning, and more ## cleverhack - [Home - cleverhack dot com](https://cleverhack.com/2026): cleverhack home page - [Archive - cleverhack dot com](https://cleverhack.com/archive): Article archive on cleverhack dot com - [agents.md - cleverhack dot com](https://cleverhack.com/agents.md): cleverhack for agents - [llms.md - cleverhack dot com](https://cleverhack.com/llms.md): cleverhack llms.md for agents ## About Joy and her thoughts on Frontier AI research in 2026 - [About Joy and her thoughts on Frontier AI research](https://cleverhack.com/about-joy-larkin-frontier-ai-2026): I'm particularly drawn to the transformative work of the frontier AI labs, neolabs, and cutting-edge AI researchers building artificial intelligence. ## About Joy Larkin - [About Joy Larkin](https://cleverhack.com/about): About Joy Larkin - Technologist, AI Marketing & Communications, AI GTM, AI Frontier Lab & Neolab Ecosystem, AI Venture Capital and Startup Ecosystem, AI Developer Marketing, Developer Comms, Community Builder For AI Researchers, Developers and Engineers - [Joy Larkin's 2026 Speaking Engagements](https://cleverhack.com/speaking): Joy Larkin's 2026-2027 Speaking Engagements - San Francisco, Silicon Valley, US, Europe, Worldwide, Online/Virtual - [LinkedIn: Joy Larkin](https://linkedin.com/in/joylarkin): Joy Larkin's LinkedIn - [Twitter: Joy Larkin](https://twitter.com/joy): Joy Larkin's Twitter - [GitHub: Joy Larkin](https://github.com/joylarkin): Joy Larkin's GitHub - [HuggingFace: Joy Larkin](https://huggingface.co/joylarkin): Joy Larkin's HuggingFace
Share or continue the analysis
Share this audit
Discuss with AI
Added 8/27/2026