cardcluster.com — August 2026 traffic, keywords & AI visibility

Search engines send cardcluster.com an estimated 45,100 visits a month. Effectively all of it is organic — about 45,100 visits from unpaid results. Spread across 13,900 ranking keywords, that averages roughly 3.2 organic visits per keyword.

cardcluster.com scores 59 out of 100 on our AI visibility scale, grade D. It takes full marks for LLMS.txt. The biggest gap is SEO health, at 0 of 20 points (0/100), worth 20 points if closed. It also loses points on Crawlability (0/10), Company profile (19/25) and Structured data (0/5).

The llms.txt on cardcluster.com runs to 75 lines (5,134 characters) across 12 sections, last generated in May 2026. It introduces the site as "CardCluster - Data Clustering Platform". It tells AI engines the business works in AI, Data & Automation; Software & Internet; and Analytics. It describes 4 products, with prices such as CardCluster Pro at $49/month. Services it lists include Clustering Workshop, Dataset Review and Custom Integration. The audience it names is Data professionals and analysts, aged 25-45 (Global). Technologies it mentions include HTTPS, JavaScript, Python, D3.js and WebGL. The keywords it claims start with "data clustering", "machine learning", "clustering algorithms" and "K-means clustering".

# CardCluster - Data Clustering Platform

## About
CardCluster builds specialized clustering software that helps data teams turn raw information into meaningful groups without writing endless lines of code. The platform combines proven algorithms like K-means and hierarchical clustering with an intuitive interface so analysts can move from raw datasets to actionable segments in minutes. Marketing teams use CardCluster to discover hidden customer cohorts, while research groups rely on it to surface patterns in large scientific datasets. The company was founded by a small group of data scientists who grew tired of stitching together open-source libraries and wanted a single workspace that handled preprocessing, algorithm selection, and result visualization. CardCluster runs entirely in the browser or connects to existing cloud warehouses, removing the need for heavy local installs. Customers range from mid-market retailers analyzing purchase behavior to academic labs studying genomic sequences. The product emphasizes transparency, showing exactly how each cluster was formed and providing built-in metrics so users can judge quality themselves. CardCluster also offers export options that feed directly into BI tools or marketing automation platforms. The team keeps the core engine lightweight yet powerful enough to handle millions of rows on commodity hardware. Pricing is usage-base

Google lists cardcluster.com for about 13,900 keywords, which together bring an estimated 45,100 organic visits a month.

The latest technical audit of cardcluster.com scored 0 out of 100 overall. The audit makes 12 recommendations in all, and 4 of the 4 listed first are rated high priority or critical.

CardCluster's company profile names https://www.clusteringtechniques.com, https://www.dataclustering.com, https://www.clustermachine.com and https://www.clusteringinsights.com as competitors. Its own llms.txt adds https://www.clusteringanalytics.com and https://www.clusteringexperts.com. Outside its market, the domains ranked closest to it in our worldwide ranking are uniongang.net, autospajaen.com, koelnerzoo.de and menusifuapis.com.

https://www.clusteringtechniques.com

https://www.dataclustering.com

https://www.clustermachine.com

https://www.clusteringinsights.com

https://www.clusteringanalytics.com

https://www.clusteringexperts.com