mxverify / codegraph

Sites where “codegraph” is a top search keyword

One site on record lists “codegraph” among the searches that send it the most visitors, by traffic estimates. It is searched about 49.5K times a month on Google, worldwide (Google Ads, Sept 2026), at about $4.70 a click in search ads: a month of its searches would cost about $232.7K as search ads. Each site checked on the backlink value checker adds its top five search keywords, so this list grows as sites are checked.

Keyword intelligence

49.5KGoogle monthly search volume×26 since Oct 2025

+20%Last 3 months vs 3 beforesteady

82/100Demand scorestrong

InformationalSearch intentwants to learn

$4.70Google Ads cost per clicktop-of-page bids $2.04–$13.32

66.8KThird-party estimated keyword demand−19% vs Aug 2026

1Sites getting visits from itSept 2026

LowPaid competition (Google Ads)2 of 100 advertisers' index

What the data says

Demand is up on the year, now levelling off: Google searches for “codegraph” multiplied about 26 times (1,900 to 49.5K) from Oct 2025 to Sept 2026; the last three months averaged 57.7K, 20% above the three before.
The listed site takes about 9,370 visits a month from “codegraph”, 14% of its 66.8K searches (traffic estimates). The other 86% goes to sites not on record here, or ends without a click.
From Aug 2026 to Sept 2026: dev.to gained most (9,300 → 9,370 visits).
At $4.70 a click (Google Ads), the listed sites' 9,370 visits a month from “codegraph” would cost about $44K as search ads. That is what the traffic would cost to buy, not what it earns.

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)	1,900	1,900	1,900	2,400	2,400	3,600	4,400	49.5K	90.5K	74K	49.5K	49.5K
Third-party estimated keyword demand	—	—	—	—	—	—	—	—	—	—	82.6K	66.8K

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.

2Who gets the traffic

Visits from it by site, month by month

dev.to

Visits from this keyword (est.), stacked by site: a column is all the listed sites' visits from it that month.

Share of the visits, Sept 2026

Site	Share	Visits	As ads	DR	Linking sites
dev.to	100%	9,370	$44K	91	81.6K

Each site's latest estimate of its visits from this keyword; “As ads”: those visits at its cost per click, what they would cost to buy; DR: Ahrefs Domain Rating; linking sites: sites linking to it (third-party link index).

Where these sites' visitors are

United States18%
India13%
Germany6%
United Kingdom5%
France3%
Other countries54%

The listed sites' own visitors by country (all their traffic), weighted by each site's visits from this keyword: their audience, not where the keyword is searched.

Phones and computers

Phones31%
Computers and tablets69%

Page loads of the listed sites by Chrome users (Chrome UX Report), weighted by each site's visits from this keyword: a site's device mix, not the keyword's. No source gives a keyword's device split.

3Ranking competition

7/100Ranking easehard

DR 93First page, median Ahrefs DR

42Linking sites per top-ten pageaverage, US

On Google's page:AI OverviewPeople also askRelated searchesImages

Google's first page, United States

#	Site	Page title	DR
1	github.com	colbymchenry/codegraph: Pre-indexed code knowledge ...	97
2	marketplace.visualstudio.com	CodeGraph	92
3	tosea.ai	How to Use CodeGraph for Claude Code and Cursor	38
4	reddit.com	CodeGraph - build a persistent code knowledge graph and ...	95
5	dev.tolisted here	Stop Your AI Agent From Grepping the Same Files 50 Times	91
6	medium.com	CodeGraph + MCP: Turning Your Microservices Into a ...	94
7	sourceforge.net	CodeGraph download	93

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

The keyword database rates its difficulty 0, which it gives keywords it has too little data on: read Google's first page instead.
1 of the sites listed here is in Google's US top 7: dev.to (#5).
The first page's median Ahrefs DR is 93; the lowest-rated result, tosea.ai at #3, has DR 38.
The top ten pages have about 42 linking sites each on average (US results, third-party link index).
Google shows an AI Overview for “codegraph”, citing 6 sites, dev.to among them: it sits above the results and takes clicks from them.

4Intent and related searches

Informational: wants to learn
The searcher's goal, as a third-party keyword database classifies it (US).

Google's related searches

Codegraph GitHub
Codegraph install
Codegraph npm
Colbymchenry/codegraph
CodeGraph skill
CodeGraph AI
Codegraph vscode
Codegraph UI

Questions people ask

How does CodeGraph work?
How do I install CodeGraph?
How do I use CodeGraph?
How much does a code review cost?

Keywords the same sites get visits from

jev 1 of these sites · 6 sites in all
jev ai 1 of these sites · 3 sites in all
google flow 1 of these sites · 1 site in all
ponytail github 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

82/100 · Demand score, strong

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

Searches	74	49.5K a month · weight 40%
Year	100	×26 since Oct 2025 · weight 20%
Momentum	70	last 3 months +20% on the 3 before · weight 20%
Commercial	94	$4.70 a click (Google Ads) · weight 20%

7/100 · Ranking ease, hard

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

First-page strength

median Ahrefs DR 93 · weight 50%

What to do with it

Strong demand but a hard first page (ease 7): aim at its related searches first and build links before the head term.
Watch dev.to: it gained most visits from it last month (9,300 → 9,370).
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, Aug 2026 to Sept 2026.
Keyword difficulty, intent, SERP features, top-ten links: a third-party keyword database, United States, read 1 Nov 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.
Phones and computers: Chrome UX Report.

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

Site	Report	Visits (est.)	Month
dev.to	Valued	9,370	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). Ad value is what advertisers pay for the keyword — its searches × cost per click — not how hard it is to rank for. 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.