# Best Analytics Tools & Software

Analytics tools and software include several different tools for measuring the performance of digital content. They can also convert business data into reports, dashboards, and other visualizations. 

Common analytics tools include data collection, analysis, and reporting platforms, which are essential for understanding digital content performance. Business intelligence software transforms raw data into meaningful insights, aiding strategic decision-making. Data virtualization software allows real-time access to data without replication, improving efficiency. Predictive analytics software forecasts future trends, helping businesses plan proactively. Statistical analysis software performs complex computations, offering deep insights into data patterns.

Businesses benefit from analytical software by [tracking user behavior](https://www.g2.com/glossary/online-behavior-tracking-definition) and identifying poorly performing content. Analytical software and tools can collect information for optimizing websites and mobile applications. Analytical tools and software are often offered within larger [content management suites](https://www.g2.com/categories/content-management).

**Best Analytics tools and software at a glance:**

- **Best Analytics Platforms: [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)**
- **Best Data Virtualization Software:** [**AWS Glue**](https://www.g2.com/products/aws-glue/reviews)
- **Best Enterprise Search Software:** [**Microsoft Bing Web Search API**](https://www.g2.com/products/microsoft-bing-web-search-api/reviews)
- **Best Predictive Analytics Software:** [**Amazon QuickSight**](https://www.g2.com/products/amazon-quicksight/reviews)
- **Best Statistical Analysis Software:** [**IBM SPSS Statistics**](https://www.g2.com/products/ibm-spss-statistics/reviews)
- **Best Text Analysis Software:** [**Google Cloud Natural Language API**](https://www.g2.com/products/google-cloud-natural-language-api/reviews)
- **Best Time Series Intelligence Software:** [**Google Cloud Interference API**](https://www.g2.com/products/google-cloud-interference-api/reviews)

_These software solutions are ranked using an algorithm that calculates customer satisfaction and market presence based on reviews from our user community. For more information, please check out_ [**_G2’s Research Scoring Methodology_**](https://research.g2.com/methodology/scoring)_._

Popular Analytics Tools & Software Categories

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#### Agentic Analytics Software
](/categories/agentic-analytics)
Popular Agentic Analytics products used by Analytics Tools & Software professionals

[

 ![Hex](https://images.g2crowd.com/uploads/product/hd_favicon/361690da3c439fa5951e1e2bcd0c146d/hex-tech-hex.svg)

Hex

(400)

4.5 out of 5 stars

](/products/hex-tech-hex/reviews)

[

 ![Joule](https://images.g2crowd.com/uploads/product/hd_favicon/b0844d5fcc6ad47046cbf81bed040395/joule.svg)

Joule

(103)

4.3 out of 5 stars

](/products/joule/reviews)

[

 ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg)

Tableau

(3,733)

4.4 out of 5 stars

](/products/tableau/reviews)

[

 ![GoodData.AI](https://images.g2crowd.com/uploads/product/hd_favicon/30912f84a54e155c93297e3e1c575973/gooddata-ai.svg)

GoodData.AI

(623)

4.3 out of 5 stars

](/products/gooddata-ai/reviews)

[

 ![ThoughtSpot](https://images.g2crowd.com/uploads/product/hd_favicon/f79c64e4a5d26360a43cf8e0bb2319f8/thoughtspot.svg)

ThoughtSpot

(339)

4.4 out of 5 stars

](/products/thoughtspot/reviews)

[

 ![Toffu AI](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_698d73f2b097608e51eff329b346ce3a/toffu-ai.png)

Toffu AI

(24)

4.7 out of 5 stars

](/products/toffu-ai/reviews)

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#### AI Search and Discovery Platforms Software
](/categories/ai-search-and-discovery-platforms)
Popular AI Search and Discovery Platforms products used by Analytics Tools & Software professionals

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 ![SearchStax](https://images.g2crowd.com/uploads/product/hd_favicon/51a1d1bf6f309b178d554ebbbfb3b668/searchstax.svg)

SearchStax

(177)

4.5 out of 5 stars

](/products/searchstax/reviews)

[

 ![AlphaSense](https://images.g2crowd.com/uploads/product/hd_favicon/0c32e6c4bc7531f6d84e9c2e33d30921/alphasense.svg)

AlphaSense

(323)

4.6 out of 5 stars

](/products/alphasense/reviews)

[

 ![Algolia](https://images.g2crowd.com/uploads/product/hd_favicon/879f5b5f5ad6000281c7c48f17d0e442/algolia.svg)

Algolia

(452)

4.5 out of 5 stars

](/products/algolia/reviews)

[

 ![Azure AI Search](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_13aba37ae908d9cf29a2452925257ccc/azure-ai-search.jpeg)

Azure AI Search

(34)

4.4 out of 5 stars

](/products/azure-ai-search/reviews)

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 ![Elasticsearch](https://images.g2crowd.com/uploads/product/hd_favicon/e7602b1e1f7be279a08b2d0959fa2432/elastic-elasticsearch.svg)

Elasticsearch

(292)

4.5 out of 5 stars

](/products/elastic-elasticsearch/reviews)

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 ![Coveo](https://images.g2crowd.com/uploads/product/hd_favicon/f06135e6a842b9c170ecf3167f1ddd80/coveo.svg)

Coveo

(142)

4.3 out of 5 stars

](/products/coveo/reviews)

[
#### Analytics Platforms
](/categories/analytics-platforms)
Popular Analytics Platforms products used by Analytics Tools & Software professionals

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 ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg)

Tableau

(3,733)

4.4 out of 5 stars

](/products/tableau/reviews)

[

 ![Microsoft Power BI](https://images.g2crowd.com/uploads/product/hd_favicon/2febb6721c3decc33a9bbf255022ac47/microsoft-microsoft-power-bi.svg)

Microsoft Power BI

(1,644)

4.5 out of 5 stars

](/products/microsoft-microsoft-power-bi/reviews)

[

 ![Looker](https://images.g2crowd.com/uploads/product/hd_favicon/562cc527c501f42dc01cb43ff3d79dab/looker.svg)

Looker

(1,648)

4.4 out of 5 stars

](/products/looker/reviews)

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 ![Domo](https://images.g2crowd.com/uploads/product/hd_favicon/1509719093/domo.svg)

Domo

(1,021)

4.3 out of 5 stars

](/products/domo/reviews)

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 ![Sisense](https://images.g2crowd.com/uploads/product/hd_favicon/a709a71e687cbfa16b75bc3fa8b514cb/sisense.svg)

Sisense

(1,062)

4.2 out of 5 stars

](/products/sisense/reviews)

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 ![Qlik Sense](https://images.g2crowd.com/uploads/product/hd_favicon/98e80bea04e66b93e3f2ce721286e85c/qlik-sense.svg)

Qlik Sense

(930)

4.4 out of 5 stars

](/products/qlik-sense/reviews)

[
#### Business Intelligence Software
](/categories/business-intelligence)

Business intelligence (BI) software empowers organizations to analyze data and extract actionable insights. It unifies data from various sources, offering tools for [data analytics](https://www.g2.com/articles/what-is-data-analytics), [data mining](https://www.g2.com/articles/data-mining), and visualization. These BI tools enable companies to develop informed business strategies, improve decision-making, and drive sales.

Additionally, business intelligence consulting services assist organizations in implementing and optimizing BI tools, ensuring they fully leverage their data capabilities. BI software solutions feature dashboards, reporting, and [predictive analytics](https://www.g2.com/categories/predictive-analytics) that simplify complex data sets, making it easier to discern trends and patterns.

Top business intelligence tools provide scalable and adaptable solutions that can handle substantial data volumes. By integrating these tools, businesses can reduce workloads, streamline processes, and gain a competitive edge through data-informed decisions.

**Best Business Intelligence software at a glance:**

- **Best Data Visualization Tools:** [**Canva**](https://www.g2.com/products/canva/reviews)
- **Best Embedded Business Intelligence Software:** [**Tableau**](https://www.g2.com/products/tableau/reviews)
- **Best Location Intelligence Software:** [**Google Earth Engine**](https://www.g2.com/products/google-earth-engine/reviews)

_These software solutions are ranked using an algorithm that calculates customer satisfaction and market presence based on reviews from our user community. For more information, please check out_ [**_G2’s Research Scoring Methodology_**](https://research.g2.com/methodology/scoring)_._

Popular Business Intelligence products used by Analytics Tools & Software professionals

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 ![Agentforce Sales (formerly Salesforce Sales Cloud)](https://images.g2crowd.com/uploads/product/hd_favicon/826ce87155a61f72d3dfd92c5283eed8/agentforce-sales-formerly-salesforce-sales-cloud.svg)

Agentforce Sales (formerly Salesforce Sales Cloud)

(25,842)

4.4 out of 5 stars

](/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews)

[

 ![Canva](https://images.g2crowd.com/uploads/product/hd_favicon/020885d89318f0483f6222194b3ee8ff/canva.svg)

Canva

(7,570)

4.7 out of 5 stars

](/products/canva/reviews)

[

 ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg)

Tableau

(3,732)

4.4 out of 5 stars

](/products/tableau/reviews)

[

 ![Microsoft Power BI](https://images.g2crowd.com/uploads/product/hd_favicon/2febb6721c3decc33a9bbf255022ac47/microsoft-microsoft-power-bi.svg)

Microsoft Power BI

(1,644)

4.5 out of 5 stars

](/products/microsoft-microsoft-power-bi/reviews)

[

 ![Looker](https://images.g2crowd.com/uploads/product/hd_favicon/562cc527c501f42dc01cb43ff3d79dab/looker.svg)

Looker

(1,648)

4.4 out of 5 stars

](/products/looker/reviews)

[

 ![Domo](https://images.g2crowd.com/uploads/product/hd_favicon/1509719093/domo.svg)

Domo

(1,021)

4.3 out of 5 stars

](/products/domo/reviews)

### Analytics Tools & Software Categories

[
Agentic Analytics Software
](/categories/agentic-analytics)

[
 AI Search and Discovery Platforms Software
](/categories/ai-search-and-discovery-platforms)

[
Analytics Platforms
](/categories/analytics-platforms)

[
Business Intelligence Software
](/categories/business-intelligence)

[
Data Virtualization Software
](/categories/data-virtualization)

[
Drone Analytics Software
](/categories/drone-analytics)

[
Enterprise Search Software
](/categories/enterprise-search-software)

[
Graph Visualization Tools Software
](/categories/graph-visualization-tools)

[
Insight Engines Software
](/categories/insight-engines)

[
Other Analytics Software
](/categories/other-analytics)

[
Predictive Analytics Software
](/categories/predictive-analytics)

[
Site Search Software
](/categories/site-search-software)

[
Statistical Analysis Software
](/categories/statistical-analysis)

[
Text Analysis Software
](/categories/text-analysis)

[
Time Series Intelligence Software
](/categories/time-series-intelligence)

[
Visitor Behavior Intelligence Software
](/categories/visitor-behavior-intelligence)

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Published: 2026-05-26