Cluster Analysis for Salesforce AppExchange
Cluster Analysis is the #341 ranked analytics app on Salesforce, with a 2.5 average rating from 2 reviews, with a free plan available, as of Sep 12, 2026.
Cluster Analysis is a Salesforce AppExchange app by Salesforce Labs. With a rating of 2.5★ from 2 reviews, it currently ranks #341 in the Analytics category.
AppRanks data: Cluster Analysis ranks #341 in Analytics on Salesforce AppExchange, placing it in the top 38% of that category.
AppRanks verdict
Generated from live marketplace data — refreshed daily
Cluster Analysis is a mixed-rating Salesforce app with a limited review volume. It is listed in the Analytics category on Salesforce AppExchange, which AppRanks treats as the canonical taxonomy node for ranking and competitor comparison. 2 reviews put it in the early-traction tier — useful for early-stage stores willing to be on the leading edge. Early-traction review counts are sensitive to single launch periods or feature events, so a 30-day re-check before bigger commitments often resolves whether the trend is sustained. The free tier lets you trial the entry feature set without committing a payment method. AppRanks tracks rating, review count, pricing tier, and category position daily — the figures on this page reflect the most recent scrape from the canonical Salesforce AppExchange listing.
Pros
- +Free tier available — no card required to evaluate
- +Published by Salesforce Labs — established developer track record
Cons
- −Average rating below 4.0 (2.5★) — read recent low-star reviews before committing
- −Limited review base (2) — ratings can shift significantly with new feedback
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About Cluster Analysis
How Cluster Analysis works
New in v2.0: Predictions and find similarities are available
Cluster analysis is a task of grouping similar objects into a number of groups called clusters. It is widely used in market research, medicine, biology, finance, computer science, and more.
Cluster Analysis app will help you to classify your data from any standard or custom object, analyze groups and similarities, and recognize patterns. It uses unsupervised machine learning algorithms, such as K-Means and K-Medoids, to group the records into clusters. These algorithms don't require any training datasets.
With the Cluster Analysis app you can find similar records and predict field values based on configured cluster models. Predictions and similar records and calculated using K-Nearest Neighbors ML algorithm and clustering results.
Cluster Analysis app will also build an interactive visual map of your data using t-SNE dimensionality reduction technique.
The results are stored in a managed custom object so you can easily build a report or export them to a csv file. Optionally cluster numbers can be populated into a source record's custom field.
GitHub: https://github.com/SalesforceLabs/ClusterAnalysis
Key features
- Build cluster models on any standard or custom object. Group your data into any number of clusters using K-Means and K-Medoids ML algorithms. Mixed data types, long text area fields, and SOQL queries are supported.
- Find similar records and predict field values for any record based on cluster models and K-Nearest Neighbors ML algorithm
- Visualize the data and clustering results on a 2D graph using the dimensionality reduction technique Browse clustering results in a list view, report or populate cluster numbers into the source records
Category rankings
As of Sep 12, 2026- Analytics#341of 921Top 38%
See 90-day rank history for each category
Track daily rank changes, category shifts, and position volatility.
Competitors & alternatives
Cluster Analysis doesn't have curated competitor matchups yet. Other tracked analytics apps on Salesforce:
Frequently asked questions
What is Cluster Analysis?
Cluster Analysis is an app for Salesforce. It currently holds a 2.5-star rating from 2 merchant reviews, and it has been listed on the marketplace since 2020. It is listed under the Analytics category on AppRanks, where you can see its current category position, review-velocity trend, and how it compares against the top alternatives in the same space. Developed by Salesforce Labs.
Who uses Cluster Analysis?
Cluster Analysis is actively installed across Salesforce stores tracked by AppRanks. Its review base is still building, which usually maps to early-stage merchants and stores piloting a new workflow. It is part of the Analytics category on Salesforce.
Where does Cluster Analysis rank on Salesforce?
Cluster Analysis currently sits at position #341 in the Analytics category on Salesforce. That places it in the top 37% of 921 apps tracked in the same category. Category positions are read from the live marketplace ranking and refresh on each scrape, so the number you see here reflects the most recent crawl rather than a long-running average.