---
title: "1 Site Where codex 接入本地模型 Is a Top Search Keyword"
url: https://mxverify.uk/keywords/codex-%E6%8E%A5%E5%85%A5%E6%9C%AC%E5%9C%B0%E6%A8%A1%E5%9E%8B
description: "1 site on mxverify lists “codex 接入本地模型” among the searches that send it the most visitors, by traffic estimates: hali.life."
site: mxverify
generated: 2026-11-01T13:23:38.269Z
---

# Sites where “codex 接入本地模型” is a top search keyword

One site on record lists “codex 接入本地模型” among the searches that send it the most visitors, by traffic estimates. It is searched about **70** times a month on Google, worldwide (Google Ads, Sept 2026). Each site checked on the [backlink value checker](https://mxverify.uk/backlink-value) adds its top five search keywords, so this list grows as sites are checked.

## Keyword intelligence

- **70** Google monthly search volume new since Oct 2025
- **−18%** Last 3 months vs 3 before steady
- **17/100** Demand score weak
- **70** Third-party estimated keyword demand Sept 2026
- **1** Sites getting visits from it Sept 2026
- **Low** Paid competition (Google Ads) 1 of 100 advertisers' index
- **Jun 2026** Peak month 140 searches

### What the data says

- Demand is up on the year, now levelling off: Google searches for “codex 接入本地模型” went from 0 to 70 from Oct 2025 to Sept 2026; the last three months averaged 77, 18% below the three before.

### 1Demand

**Search demand, month by month**

Google monthly search volume (Google Ads, worldwide) Third-party estimated keyword demand

Search demand, month by month. Google monthly search volume (Google Ads, worldwide): Oct 2025 0, Nov 2025 0, Dec 2025 0, Jan 2026 0, Feb 2026 0, Mar 2026 20, Apr 2026 50, May 2026 90, Jun 2026 140, Jul 2026 70, Aug 2026 90, Sept 2026 70; Third-party estimated keyword demand: Sept 2026 70

Every month's figures

|  | Oct 2025 | Nov 2025 | Dec 2025 | Jan 2026 | Feb 2026 | Mar 2026 | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sept 2026 |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| Google monthly search volume (Google Ads, worldwide) | 0 | 0 | 0 | 0 | 0 | 20 | 50 | 90 | 140 | 70 | 90 | 70 |
| Third-party estimated keyword demand | — | — | — | — | — | — | — | — | — | — | — | 70 |

Google monthly search volume: Google Ads, worldwide, read 1 Nov 2026. Third-party estimated keyword demand is a separate source, on the same axis: the two can differ.

### 3Ranking competition

- **20/100** Ranking ease hard
- **DR 81** First page, median Ahrefs DR

On Google's page: AI Overview

**Google's first page, United States**

| # | Site | Page title | DR |
| --- | --- | --- | --- |
| 1 | reddit.com | 像OpenAI的"codex" 这样的东西存在用于本地模型吗？ | 95 |
| 2 | post.smzdm.com | 没有ChatGPT，看我如何用本地模型驱动Codex_软件技能 | 79 |
| 3 | segmentfault.com | Codex 桌面端接入国产模型完整教程：CC Switch 配置 ... | 82 |
| 4 | jb51.net | Ollama如何对接Codex? Ollama本地安装部署与 ... | 78 |
| 5 | post.smzdm.com | 国产大模型接入Codex全攻略：3种方式谁最适合你？_服务软件 | 79 |
| 6 | zhuanlan.zhihu.com | Codex 成功对接国产模型，但我劝你别拿它当主力 | 91 |
| 7 | blog.gslin.org | codex 接Ollama 的方式 - Gea-Suan Lin's BLOG | 40 |
| 8 | reddit.com | 本地LLM + Ollamas MCP + Codex？谁能帮忙？ : r/LocalLLM | 95 |

Google's results for “codex 接入本地模型” in the United States, in English, read 1 Nov 2026. DR: Ahrefs Domain Rating; “—”: Ahrefs gives no rating.

- reddit.com has 2 results in Google's top 8 for “codex 接入本地模型”.
- None of the 1 sites listed here is in Google's US top 8 for “codex 接入本地模型”.
- The first page's median Ahrefs DR is 81; the lowest-rated result, blog.gslin.org at #7, has DR 40.
- Google shows an AI Overview for “codex 接入本地模型”, citing 5 sites: it sits above the results and takes clicks from them.

### 4Intent and related searches

#### Keywords the same sites get visits from

- [hali.life](https://mxverify.uk/keywords/hali-life) 1 of these sites · 1 site in all
- [xesim 官网](https://mxverify.uk/keywords/xesim-%E5%AE%98%E7%BD%91) 1 of these sites · 1 site in all
- [汽水音乐提取](https://mxverify.uk/keywords/%E6%B1%BD%E6%B0%B4%E9%9F%B3%E4%B9%90%E6%8F%90%E5%8F%96) 1 of these sites · 1 site in all
- [阿伟云](https://mxverify.uk/keywords/%E9%98%BF%E4%BC%9F%E4%BA%91) 1 of these sites · 1 site in all

Keywords the listed sites also get visits from, the most shared first: linked by the same sites' traffic, not by meaning.

### 5Opportunity

**17** /100 · Demand score, weak

How much searching there is and what advertisers pay for it.

|  |  |  |
| --- | --- | --- |
| Searches | 17 | 70 a month · weight 40% |
| Momentum | 32 | last 3 months −18% on the 3 before · weight 20% |
| Commercial | 0 | $0.00 a click · weight 20% |

**20** /100 · Ranking ease, hard

How open Google's first page is: 100 minus its difficulty and strength.

|  |  |  |
| --- | --- | --- |
| First-page strength | 20 | median Ahrefs DR 81 · weight 50% |

### What to do with it

- Demand is weak (17): worth covering inside a wider topic page rather than on its own.
- Google answers part of it in an AI Overview: the pages it cites get a link above the results.

A business score needs your own figures (conversion, deal value) and is not made here. Scores are fixed formulas over the figures shown; they are not Google's.

### 6Sources

- **Google monthly search volume**, Google Ads cost per click, bids and paid competition: Google Ads, worldwide, read 1 Nov 2026.
- **Third-party estimated keyword demand**, cost per click and each site's visits (est.): third-party traffic estimates, Sept 2026.
- **Google's first page, AI Overview, related searches**: Google search, United States, read 1 Nov 2026.
- **DR**: Ahrefs Domain Rating. **Linking sites**: a third-party link index.

Tiles, findings, scores and actions are worked out from the figures on this page by fixed rules.

| Site | Report | Visits (est.) | Month |
| --- | --- | --- | --- |
| [hali.life](https://mxverify.uk/publications/hali.life) | Valued | 0 | Sept 2026 |

Listed A–Z. A top search keyword is one of the searches that bring a site the most visitors, by estimate. It is not a position in Google, and the order here is not a ranking. Visits (est.): the traffic estimate's own figure for the keyword on that site, which behaves like visits a month, not an amount of money (2026-09-29: it had been shown in dollars). This page is kept out of search results until 15 sites share the keyword.

Searches, cost per click and ad value above: Google Ads, worldwide. Sites and their visits: third-party traffic estimates, Sept 2026. The traffic estimates' own searches figure for the keyword is in the section below; the two sources often differ several times over.

---

Source: mxverify, "1 Site Where codex 接入本地模型 Is a Top Search Keyword", https://mxverify.uk/keywords/codex-%E6%8E%A5%E5%85%A5%E6%9C%AC%E5%9C%B0%E6%A8%A1%E5%9E%8B (retrieved 2026-11-01). How every figure is worked out: https://mxverify.uk/methodology