LLM-Citeops

What it does

Free CLI for Node.js. Score pages for answer-ready content (AEO) and AI trust (GEO). Print HTML, JSON, or CSV. Fail CI when scores slip.

Make content easier for AI systems to understand, answer from, and cite. AnswerLint finds unclear answers, weak evidence, and missing trust signals locally.

AnswerLint identifies unclear answers, missing trust signals, weak evidence, and citation barriers—then shows exactly what to improve. npx answerlint@latest audit --url https://website.com Check my content Scan my site View source Local checks · Deterministic · No LLM required Start with commercial impact, competitor exposure, and the pages most likely to lose AI citation share. Improve first: Add visible authorship, freshness metadata, and source-backed claims. A simple, evidence-backed path from vague content to clearer answers, stronger trust signals, and better citation readiness. Start with a URL, Markdown or HTML file, folder, or sitemap. Your local files stay local. Check direct…from llm-citeops.vercel.app

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  JustblankDec 2025 · justblank.io · ▲163

  Free AEO analytics with content tools to boost AI rankings

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  Robust LLM extractor for websites in TypeScriptMar 2026 · github.com · ▲72

  We've been building data pipelines that scrape websites and extract structured data for a while now. If you've done this, you know the drill: you write CSS selectors, the site changes its layout, everything breaks at 2am, and you spend your morning rewriting parsers. LLMs seemed like the obvious fix — just throw the HTML at GPT and ask for JSON. Except in practice, it's more painful than that: - Raw HTML is full of nav bars, footers, and tracking junk that eats your token budget. A typical product page is 80% noise. - LLMs return malformed JSON more often than you'd expect, especially with…

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  AIO.GEO ProtocolAug 2026 · aiogeoprotocol.com · ▲79

  Audit AI search structure. Dry run fixes. Receipts.

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  GEO Ready ScoreFeb 2026 · geo-ready.flowful.ai · ▲9

  Is your website ready for AI search? Find out in seconds.

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  WebComparis - GEO/AEOMay 2026 · webcomparis.com · ▲4

  See why users choose competitors - by comparing websites

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  Free AEO Checker: Does AI recommend you?Jun 2026 · linkedin.com · ▲4

  Find out, and learn how to rank higher.

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  /dev/null▲484

  a social network for devs

  Dev tools · 3d ago · dev-null.sh

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  Whiteboard (YC W26) – an open-source IDE for thoughtful software design▲423

  open-source IDE for thoughtful software design. Contribute to devdotfast/whiteboard development by creating an account on GitHub.

  Dev tools · 28d ago · github.com

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  Reladraw – A diagram language where you decide where to place things▲411

  Contribute to reladraw/reladraw development by creating an account on GitHub.

  Dev tools · 26d ago · github.com

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  OpenBot▲362

  Grok Bot alternative: free, local, open-source, multiplayer

  Dev tools · 23d ago · openbot.run

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  Talanoa▲346

  Hi HN, I’m a fullstack developer, and honestly, I’ve lost count of how many side projects I’ve worked on over the years. But one idea kept coming back to me: a different kind of email client. It first came to me in 2014: “What if we could handle emails more like conversations?” Every year, I’d revisit this concept in my “Build Notes.” Ten years later, no one had built exactly what I had in mind — so I finally decided to do it myself. That’s how Talanoa was born. I wanted something focused on people, not timelines. I was tired of marking messages as unread just to remember to reply later, or…

  Dev tools · 21d ago · talanoa.email

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  CoreSpeed▲332

  One MCP for everything your agents need: apps, memory, tools

  Dev tools · 28d ago · corespeed.io

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  Brila▲1,364

  One-page websites from real Google Maps reviews

  AI · Apr 2026 · brila.ai

• AG
  A game where you build a GPU▲964

  Thought the resources for GPU arch were lacking, so here we are

  Life & fun · Apr 2026 · jaso1024.com

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  I built a tiny LLM to demystify how language models work▲915

  Built a ~9M param LLM from scratch to understand how they actually work. Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch. Trains in 5 min on a free Colab T4. The fish thinks the meaning of life is food. Fork it and swap the personality for your own character.

  AI · Apr 2026 · github.com

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  Fathom 3.0▲800

  AI meeting notes: now bot-free, in ChatGPT & Claude + more

  AI · Apr 2026 · fathom.ai

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  Brutalist Concrete Laptop Stand (2024)▲786

  I made a laptop stand out of solid concrete, in the style of brutalist architecture, with themes of urbex and urban decay

  Life & fun · Apr 2026 · sam-burns.com

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  I built a frontpage for personal blogs▲783

  With social media and now AI, its important to keep the indie web alive. There are many people who write frequently. Blogosphere tries to highlight them by fetching the recent posts from personal blogs across many categories. There are two versions: Minimal (HN-inspired, fast, static): https://text.blogosphere.app/ Non-minimal: https://blogosphere.app/ If you don't find your blog (or your favorite ones), please add them. I will review and approve it.

  AI · Apr 2026 · text.blogosphere.app