Humans vs LLMs
Hi HN, We just launched [AI Page Ready](https://aipageready.com) — a tool to check if your web pages are discoverable and understandable by AI tools like ChatGPT, Claude, Gemini, and Perplexity. It runs 40+ checks across six areas: Discoverability & Crawlability, Structured Data & Semantics, Content Quality, Answer-Ready Formatting, Accessibility & Rendering, and Deep AI LLM-specific checks. Would love your feedback — especially if you work in eCommerce, SEO, content, SaaS, or are trying to get traffic from AI tools. (Also open to ideas on what else to add to the tool!)
Humans vs LLMs launched on June 19, 2025 with 138 votes, #286 of 7,999 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
See how LLMs like ChatGPT, Gemini, and Claude see your website. Uncover content hidden by JavaScript, missing alt text & ARIA labels, broken semantic structure and invisible elements.
Compare the human view of any webpage with what ChatGPT, Gemini, and Claude can read. Find hidden, inaccessible, or JavaScript-only content.
See your webpage the way ChatGPT, Gemini, and Claude read it. Spot content that is missing, inaccessible, or hidden from AI. Preview only—some interactive elements may differ from the live page. See browser-rendered content that may be missing from the HTML available to AI crawlers, including dynamic product lists, reviews, and injected copy. Find images, icons, and buttons that lack the labels AI systems and assistive technology rely on. See where incorrect headings, sections, and landmarks flatten the page hierarchy and make the content harder to interpret. Strip away styling, shadows, and background images to reveal the content and structure that remain readable. Spot excessive wrappers…from aipageready.com
Does a similar job
all alternatives →
LLM SEO Monitor2025 · llmseomonitor.com · ▲526Monitor what ChatGPT, Google Gemini and Claude recommend
LLM SEO Report2025 · llmseoreport.com · ▲302Check your brand's visibility on ChatGPT and Google Gemini
LLMCheck 2025 · llmcheck.app · ▲7Check where your brand ranks with regard to llm optimization and visibility. I've setup a basic analysis view for now, would love to know what features folks specifically would like to see going ahead.
LLMS Central2025 · llmscentral.com · ▲8Track AI bots visiting your site + monitor when ChatGPT, Perplexity & Claude cite your domain. Free AI bot tracker with citation tracking, real-time analytics & llms.txt repository.
AI Visibility Audit ChecklistMay 2026 · arobis.ai · ▲24Check if ChatGPT and AI search engines understand your brand
More ai this month
the category →
Paintings by AI models: programs run through a simulation of oil paint.
AI · 20d ago · stillwet.art
PixVerse R2▲381A real-time world model you can explore and change
AI · 28d ago · world.pixverse.video
Source: Product Hunt launch ↗
Launched alongside, June 2025
the whole month →- IM
Hey HN! Pilots everywhere are required to keep a logbook of all their flying hours, aircraft, airports, and so on. Since I track everything digitally (some people still just use paper logbooks!), I put together some data visualizations and a few 3D globes to show my flying history. This globe is probably my favourite so far: https://jameshard.ing/pilot/globes/all If you’ve got ideas for other graphs or ways to show this kind of data, I’d love to hear them!
Life & fun · 2025 · jameshard.ing
Stunning presentations with AI. No design skills required.
AI · 2025 · chroniclehq.com
Build native mobile apps for iOS and Android without code.
Dev tools · 2025 · bble.io
All your connections, across all your socials.
AI · 2025 · pally.com
I was the main contributor to workout.lol, an open-source fitness app to easily build a workout routine. The project had traction (1.4k GitHub stars, 95 forks, ~20K visits/month), but was eventually sold due to video licensing hurdles. The new owner stopped maintaining it, and the repo went abandoned. Over the next 9 months, I sent 15 emails to try to save it : no replies. Feature requests & issues were ignored. The community was left with a "broken" tool let's say. I couldn't just let it die So I built the new version from scratch with the same open-source spirit, but a better…
Dev tools · 2025 · github.com