mxverify / codex 接入本地模型

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 adds its top five search keywords, so this list grows as sites are checked.

Keyword intelligence

70Google monthly search volumenew since Oct 2025

−18%Last 3 months vs 3 beforesteady

17/100Demand scoreweak

70Third-party estimated keyword demandSept 2026

1Sites getting visits from itSept 2026

LowPaid competition (Google Ads)1 of 100 advertisers' index

Jun 2026Peak month140 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

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

20/100Ranking easehard

DR 81First 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 1 of these sites · 1 site in all
xesim 官网 1 of these sites · 1 site in all
汽水音乐提取 1 of these sites · 1 site in all
阿伟云 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

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	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.