SaaS AI可见性不再只看关键词，社区信号、引用和治理正成为新的决胜点，一文看清布局方向。
AI visibility for SaaS brands appears to be evolving beyond conventional search rankings. Industry analysis increasingly frames it as a cross-engine, …
免费检查你的品牌在主流AI推荐中的曝光度，一分钟看清ChatGPT们怎么看你。
Article URL: https://aivisibility.pro/ Comments URL: https://news.ycombinator.com/item?id=49150752 Points: 2 # Comments: 0
面向AI爬虫的开放元数据规范，让WordPress站点在2026年更具大模型可见性
We've been working on an open specification that allows every webpage to expose machine-readable metadata specifically for LLMs and AI crawlers. https…
5分钟就能检测你的网站是否被AI系统找到并引用，21项检查一步到位。
Co-authored by Rudrendu Paul and Sourav Nandy . Repo: github.com/RudrenduPaul/LLMScout , a zero-dependency, cross-platform CLI that runs 21 GEO/AEO ch…
免费AI可见性扫描器，检测ChatGPT、Claude等AI助手能否信任并推荐你的网站，比传统SEO更前瞻。
Traditional SEO tools tell you how you rank on Google. RankLLM tells you something different: whether AI assistants — ChatGPT, Claude, Gemini, Perplex…
揭秘能让文章被ChatGPT引用的关键：标题要回答真实问题，而非泛泛而谈。
A few weeks ago I found out our site had a table of contents that rendered for absolutely nobody. The code was there. The CSS was there. It had been s…
解锁AI代理开发黑盒：自托管注册表与分析工具，让你看清MCPs和Skills的真实使用数据。
Article URL: https://github.com/Observal/Observal Comments URL: https://news.ycombinator.com/item?id=48994984 Points: 5 # Comments: 0
品牌改名可能让AI搜索“失忆”，旧品牌在AI回答中曝光度反超新品牌10倍，这是文档营销的新暗线。
TL;DR - Nobody has one AI visibility number. You have six (one per model), and they disagree — a cloud infra company we audited scored 33% on ChatGPT/…
在 WhatsApp 上直接对话你的 SEO 与 AI 可见性数据，便捷高效。
Talk to your SEO & AI Visibility data on WhatsApp. Discussion | Link
品牌的高质量外部引用比自产SEO内容更能决定AI模型中的可见性。
Why Your Brand Might Be Invisible to ChatGPT, Gemini, and Claude You've done the SEO work. You rank on page one. Your content is solid. But when someo…
新数据集SpatialMosaic专攻部分可见场景，补全多视图VLM空间推理短板。
arXiv:2512.23365v4 Announce Type: replace Abstract: Recent progress in Multimodal Large Language Models (MLLMs) has enabled 3D scene understanding and…
一个Claude Code技能帮你快速检测网站是否被AI爬虫抓取，保护内容不被滥用。
Article URL: https://github.com/MerqryLabs/ai-crawler-visibility Comments URL: https://news.ycombinator.com/item?id=48683149 Points: 2 # Comments: 0
研究表明AI搜索中品牌可见性呈现三级阶梯，全球知名品牌如Stripe、Nike在相关回答中出现率高达73%。
arXiv:2606.20065v1 Announce Type: cross Abstract: People increasingly get answers straight from AI search engines like ChatGPT, Claude, Perplexity, an…
10分钟快速搭建AI品牌监控系统，实测50+提示词评估品牌可见性，立刻上手操作！
At Inithouse, a studio shipping a growing portfolio of products in parallel, we noticed something odd: startups obsess over Google rankings but have n…
你的网站在ChatGPT推荐中隐身了吗？调查显示80%的SaaS站点毫无存在感，一个叫Agentable的工具正在帮你自查。
AI agents like ChatGPT now do 50M+ product recommendations per day. I've been scanning SaaS sites to see if they show up when users ask AI for tool re…
用LLM从碎片化信息中挖掘供应链关系，为金融研究提供新视角，提升供应链可见性。
arXiv:2605.27845v1 Announce Type: cross Abstract: Financial and economic research often relies on structured supply-chain disclosures and commercial d…
AI可见性工程术语表，涵盖AEO、Geo与LLM检索核心概念，助你理解实体权威性构建方法。
Article URL: https://axonsystem.net/en/glossary/ Comments URL: https://news.ycombinator.com/item?id=48245496 Points: 2 # Comments: 0
一步步提升AI可见性，即学即用的行动计划指南。
Step-by-step action plans to improve your AI visibility. Discussion | Link
AI时代你的应用可能隐形，作者分享如何让智能代理发现并理解你的工具。
i'm an indie app builder and vibe coder. i've shipped over 30 small business apps — invoicing, inventory, packing slips, tax tracking. and now apparen…
实时监控品牌在ChatGPT等AI模型中的提及情况，抢占AI流量先机。
Track your brand visibility across AI models Discussion | Link