Generative engine optimization

Evidence in the last complete seven days

Source mentions

1

Previous seven days 3

Distinct sources

1

Previous 3

Comparable growth

Not comparable

Ranking appearances

0

Collection observations and undated records are separate from dated publication counts. Observed in 7d：1 · Undated records：1

Daily history · up to 90 days

Bars show dated source mentions. The latest UTC day may be incomplete. Zero mentions and missing collection coverage are different conditions.

Dotted markers indicate days with no record. They are not counted as zero mentions.

Source evidence

Sources in the evidence shown：V2EX 2 · GitHub Trending 1 · Product Hunt 1 · Hacker News 1 · arXiv 1

1. V2EX · Published Nov 3, 2026

   [分享创造] AI 时代 外包如何报价

   客户发来 figma,一个 PC/H5 兼容的网站，几个静态页面+一个 CMS 客户几年前找我做过类似的，收了他 4000 。 但是今天，我用 AI ，1 个小时做完加部署。 用的还是 workbuddy 里面最便宜的 deepseek 4.1 flash,只耗费大约 50 个积分。 那我要给他报价多少呢？纠结.... 我想就收他 500 意思一下算了 figma 截图 对话了三次（合并成一次对话估计也没啥问题） https://www.figma.com/design/xxxxx/ chrome 浏览器已经打开了设计图，请帮我把每一份设计图都作为图片导出到 docs 目录 整理和重命名图片，规划一下如何显示这样的网页 创建基于 nextjs 的前端项目，目录 web ，只做渲染 SSR ，数据接口全部使用 m

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2. V2EX · Published Oct 26, 2026

   [程序员] 用 AI 开发出海网站的 SOP 流程

   最近网站出海比较火，加上 AI 编程的加持，让更多人的可以参与到这个程序员大军中，只要有产品思维，懂得提需求，就可以开发软件。 我也尝试 AI 编程跑通了整个网站开发部署上线流程，也体会到了 AI+Web 其实是 AI x Web，AI 是当之无愧的个人能力放大器，总结下利用 AI 开发 web 站点的推荐 SOP 流程。 1.阶段 1 - 项目调研 利用 similarweb,semrush,Google Trends 挖掘用户需求和产品关键词，查询可注册域名，确定产品关键词并注册域名 2.阶段 2 - 需求文档 ①把产品关键词提交给 AI，设计有利于产品 SEO&GEO 要求的 slogan，title，description,keyword ②让 AI 输出需求文档，用于提交给 code agen

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3. GitHub Trending · Published Not supplied

   AgriciDaniel/claude-seo

   Universal SEO skill for Claude Code. 26 sub-skills + 19 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, agent readiness (Lighthouse Agentic Browsing, WebMCP, llms.txt), backlinks, local SEO, e-commerce, international SEO, Googl

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4. Product Hunt · Published Oct 23, 2026

   Notra

   Notra is a GEO tool that helps you rank in AI Search.

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5. Hacker News · Published Oct 22, 2026

   One setjmp call was eating 81% of Geolith's emulator frame time

   I'm the developer of NeoBox (https://neo-box.app). It's a Neo Geo emulator frontend for Mac + iPhone + iPad as one universal app. I'm using Rupert Carmichael's amazing Geolith library https://gitlab.com/jgemu/geolith for the actual emulation. I then have a Metal-backed rendering pipeline. Recent versions where I was porting NeoBox for iPhone and testing on m

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6. arXiv · Published Oct 12, 2026

   GeoFitBench-LLM: A Benchmark for Assessing Large Language Models' Capabilities in Geospatial Data Requirements Elicitation for Geo-Analytic Tasks

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Review priority 39 / 100

This score orders research candidates. It is not search volume, a forecast or verified commercial demand.

• Evidence

  8 / 30

  Distinct dated articles or first observations; repeat crawling adds nothing.

• Publisher diversity

  8 / 25

  Conservative owner grouping; syndicated copies count once.

• Comparable change

  0 / 20

  Comparable complete weeks only; no percentage from a zero baseline.

• Recent evidence

  13 / 15

  Latest publication or first observation, not repeated fetch time.

• Name specificity

  9.7 / 10

  Explicit entities and technical concepts outrank ambiguous acronyms.

Limitations and interpretation

• First observation is a collection milestone, not proof that a word or product is new to the world.
• Counts describe monitored public sources, not the whole web or search demand.
• First observed here is not the invention date of a name or idea.
• Candidates come from public titles, summaries and entity URLs, not verified full-text analysis.
• Owner grouping is conservative; undisclosed syndication may remain.
• Undated observations cannot establish publication growth.
• An established concept or common product name retained as a baseline, not a newly invented term.
• Both weeks need adequate, comparable collection coverage.
• Sources behind this term changed or lack a comparable baseline.
• Recent evidence includes collection over three days after publication.
• Current evidence comes from one publisher or owner.