---
title: Squirro Reviews
meta_title: 'Squirro Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 10 reviews by the users' company size, role or industry to
  find out how Squirro works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 10
  scale: '5'
date_modified: '2026-07-17'
parent_category:
  name: Analytics Tools & Software
  url: https://www.g2.com/categories/analytics-tools-software
---


# Squirro Reviews
**Vendor:** Squirro  
**Category:** [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 10
## About Squirro
Squirro is the only European vendor to be named an Emerging Leader in the ‘Gen AI Engineering’ and ‘AI Knowledge Management Apps/General Productivity’ Emerging Market Quadrants 2025. Data finds purpose with Squirro, the first enterprise-ready generative AI for search, insights, and automation. Trusted by central banks and over 30 industry leaders. Squirro develops top-notch Retrieval Augmented Generation (RAG) and Semantic Search technology with access to an unlimited universe of data and connectors. Squirro's features include advanced search & chat while browsing, document summarization, chats with results, knowledge graphs, among others. Squirro offers the implementation of stringent access control lists (ACLs), the flexibility of public cloud and on-premise deployments with open-source models like Mixtral, ensuring full data sovereignty, adapted for the most regulated industries. Recognized by Gartner as a visionary company.



## Squirro Pros & Cons
**What users like:**

- Users appreciate Squirro's **powerful AI features** , which enhance insights and improve customer engagement effortlessly. (2 reviews)
- Users appreciate the **fast and effective customer support** of Squirro, enhancing their overall experience and satisfaction. (2 reviews)
- Users appreciate the **ease of use and integration** in Squirro, enhancing productivity and support performance. (2 reviews)
- Users value the **ability to extract data from unstructured sources** , enhancing customer engagement and providing deep insights. (2 reviews)
- Users appreciate the **ease of use** of Squirro, highlighting its user-friendly interface and quick integration capabilities. (2 reviews)
- Users appreciate Squirro for its **ease of use and powerful AI insights** , enhancing data analysis and customer engagement. (2 reviews)
- Users find Squirro to be **very helpful** for extracting insights and automating workflows, enhancing business efficiency. (2 reviews)
- Quality (2 reviews)
- UI Design (2 reviews)
- Users find Squirro's **user interface easy to use** , streamlining data insights and enhancing productivity effectively. (2 reviews)

**What users dislike:**

- Users find the **complex setup** frustrating, as initial configuration is time-consuming and challenging to navigate. (1 reviews)
- Users find the **difficult configuration** of Squirro time-consuming, impacting the initial setup and overall experience. (1 reviews)
- Users find **difficult customization** in Squirro, making it challenging to tailor the AI for their specific needs. (1 reviews)
- Users find the **difficult learning** curve of Squirro challenging, requiring significant time to grasp the platform's functionality. (1 reviews)
- Users find the **difficult navigation** of Squirro's dashboard challenging, especially for newcomers trying to adapt. (1 reviews)
- Difficult Setup (1 reviews)
- Learning Curve (1 reviews)
- Learning Difficulty (1 reviews)
- Limited Customization (1 reviews)
- Limited Flexibility (1 reviews)

## Squirro Reviews
  ### 1. Effective Conversational AI with Room for User Experience Improvements

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** October 28, 2024

**What do you like best about Squirro?**

Squirro's Conversational AI Platform is a powerful tool that offers deep insights and delivers accurate, context-aware responses. The platform's ability to analyze vast amounts of data and generate relevant outputs has greatly improved our customer engagement efforts. The AI-driven recommendations are particularly impressive, enhancing the quality of our conversations and reducing response times.

**What do you dislike about Squirro?**

While the AI's performance is impressive, the user interface could be more intuitive. It can take some time to navigate the dashboard effectively, especially for new users. Additionally, more flexibility in customizing the AI's response patterns would be a welcome enhancement for our specific needs."

**What problems is Squirro solving and how is that benefiting you?**

We're leveraging Squirro's Conversational AI to improve our customer support and sales interactions. It has significantly streamlined our communication processes, allowing us to provide faster and more accurate responses. This has led to increased customer satisfaction and a higher conversion rate from leads to customers.

  ### 2. Squirro is good, but it's not perfect

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Entertainment | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 07, 2024

**What do you like best about Squirro?**

- It can extract data from unstructured data
- We can create custom dashboard
- Various tools can be integrated

**What do you dislike about Squirro?**

- Initital configuration is time consuming, it shows message that it will setup in 30 seconds which is not true.
- Learning curve is not so good, it takes time to understand the platform 
- Speed is slow when executed on larger dataset

**What problems is Squirro solving and how is that benefiting you?**

- We can generate insights from unstructured data
- AI tech helps us detect risks
- Help in understanding customer behaviour

  ### 3. Best tool for data uploading to ES or for making data pipelines using basic coding only

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Apparel & Fashion | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 30, 2021

**Describe the project or task Squirro helped with:**

We used Squirro to build a service that can upload any data from any kind of source like JSON, CSV, or a database to Elastic Search.

**What do you like best about Squirro?**

The best part about Squirro is that it supports Python and it's very easy to use and integrate.

**What do you dislike about Squirro?**

The documentation is not very clear, especially in the custom data loader section. Also, the higher Squirro versions have some major bugs.

**Recommendations to others considering Squirro:**

Read the documentation and if getting bugs try lowering the version of Squirro.

**What problems is Squirro solving and how is that benefiting you?**

We are using Squirro to upload data from various sources like JSON, CSV, and MongoDB directly to ElasticSearch.


## Squirro Discussions
  - [What is Squirro used for?](https://www.g2.com/discussions/what-is-squirro-used-for) - 1 comment

- [View Squirro pricing details and edition comparison](https://www.g2.com/products/squirro-squirro/reviews?filters%5Bnps_score%5D%5B%5D=4&section=pricing&secure%5Bexpires_at%5D=2026-08-13+13%3A15%3A26+-0500&secure%5Bsession_id%5D=6c5f9fb0-a0fd-44e1-8e82-272eb6296a37&secure%5Btoken%5D=85c11d59e50380819327bba55f177d928a5d691a908ce481306333dc37042078&format=llm_user)

## Squirro Features
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**Additional Functionality**
- Code Generation
- Text to Image
- Generative AI
- API
- Natural Language Processing
- Virtual Characters and Avatars
- Content Generation
- Personalization and Recommendation
- Conditional Generation
- Transformer Model
- Automated Image & Video Editing
- Interactive and Co-Creative Systems
- Text Summarization
- Data Augmentation
- Variation Autoencoder Models
- Adversarial Training
- Transfer Learning and Fine-tuning
- Simulation and Scenario Generation
- Creative Design
- AI Copilot
- Prompt Engineering
- Foundation Model

**Additional Functionality**
- Incident Management
- Real-Time Monitoring
- Evidence Management
- Risk Alerts
- Reporting & Statistics
- Third-Party Integrations
- Workflow Management
- Risk Analysis
- Sarbanes-Oxley Compliance
- Single Sign On
- Compliance Management
- Policy Management
- Real-Time Reporting
- Audit Trail
- Assessment Management
- HIPAA Compliant
- Operational Risk Management
- Document Storage
- Enterprise Risk Management
- Data Visualization
- Configurable Workflow
- Vendor Management
- IT Risk Management
- User Management
- Issue Management
- Internal Controls Management
- AI Copilot
- Environmental Compliance
- Customizable Reports
- Data Import/Export
- Risk Management
- API
- Document Management
- Risk Assessment
- Activity Dashboard
- Task Management
- Audit Management
- Generative AI
- Governance
- Corrective and Preventive Actions (CAPA)
- Alerts/Notifications
- FDA Compliance
- Secure Data Storage
- Approval Process Control
- Version Control

**Core Conversational Capabilities - AI Chatbots**
- Controlled LLM Response Generation
- Context Maintenance Within Sessions
- Natural Language Understanding & Intent Inference

**Content Management**
- Data Centralization - Insight Engines
- Archiving - Insight Engines
- Search Analysis - Insight Engines
- Intelligent Search
- Sentiment Analysis
- Text Analysis

**Data Ingestion**
- Big Data Processing
- Unstructed Data Processing
- Processing of Various File Types

**Compatibility**
- Federated Search
- File Types
- Global Language Support

**Data**
- Reliability
- Data Security

**Scalability and Performance - Generative AI Infrastructure**
- AI High Availability
- AI Model Training Scalability
- AI Inference Speed

**Operational Risk Management**
- Operational Risk Methodology
- Operational Risk Classification
- Operational Risk Identification

**Agentic AI - Enterprise Content Management (ECM)**
- Autonomous Task Execution
- Natural Language Interaction
- Decision Making

**Agentic AI - Enterprise Search Software**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Proactive Assistance
- Decision Making
- AI/Machine Learning

**Additional Functionality**
- Content Library
- Access Controls/Permissions
- AI Copilot
- Information Governance
- Drag & Drop
- Collaboration Tools
- Reporting/Analytics
- Data Capture and Transfer
- Indexing
- Filtering
- Electronic Signature
- Version Control
- Mobile Access
- Document Storage
- Generative AI
- Approval Process Control
- Single Sign On
- Image Editing
- Customizable Branding
- Search/Filter
- Tagging
- Audit Trail
- Document Review
- Activity Tracking
- Activity Dashboard
- Archiving & Retention
- Secure Data Storage
- Configurable Workflow
- SSL Security
- Alerts/Notifications
- Data Synchronization
- Secure Login
- Content Delivery
- Two-Factor Authentication
- Customizable Templates
- Mobile Capture
- Offline Access
- Templates
- File Sharing

**Content Discovery**
- Search Interface - Insight Engines
- AI Functionality - Insight Engines
- NLP Functionality - Insight Engines
- Data Mining - Insight Engines
- Structured Navigation - Insight Engines
- Machine Learning - Insight Engines
- Full Text Search
- Semantic Search
- AI/Machine Learning

**Presentation**
- Report Creation
- Charts and Graphs
- Tailored Content

**Search Queries**
- Typo Tolerance
- Faceted Search
- Synonyms
- Highlighting
- Natural Language
- Full Text Search

**Interaction**
- Complex Query Handling
- Natural Conversation
- Understanding
- Feedback Management
- Customizability
- Multi-Channel Management
- Communication Management
- Workflow Management
- Email Management
- Knowledge Base Management

**Cost and Efficiency - Generative AI Infrastructure**
- AI Cost per API Call
- AI Resource Allocation Flexibility
- AI Energy Efficiency

**Business Resilience**
- Business Continuity
- Compliance Management
- Incident Management
- Policy Management

**AI powered search - Enterprise Search Software**
- Generative RAG (Retrieval augmented generation)
- Relevance Tuning
- NLP & Semantic search
- Fuzzy Search

**Task & Flow Management - AI Chatbots**
- Scripted Dialogue & Decision Tree Support
- Fallback Responses for Unknown Queries

**System**
- Programming Language Support
- Drag and Drop
- Pre-Built Algorithms
- Customizable Models

**Functionality**
- Personalization
- Search Analytics
- Integrations
- Visual Analytics
- Real-Time Analytics

**Learning**
- User Interaction Learning
- Error Learning

**Generative AI**
- AI Text Generation
- AI Text Summarization
- Multiple Data Sources
- Generative AI

**Integration and Extensibility - Generative AI Infrastructure**
- AI Multi-cloud Support
- AI Data Pipeline Integration
- AI API Support and Flexibility

**Compatibility - Enterprise Search Software**
- File Types
- Federated Search
- Global Language Support

**Additional Functionality**
- Sentiment Analysis
- Data Import/Export
- Behavior Tracking
- Data Storage Management
- Single Sign On
- AI Copilot
- API
- Multiple Data Sources
- Activity Dashboard
- Forecasting
- Metadata Management
- File Management
- Text Analysis
- Drag & Drop
- Compliance Management
- Tagging
- Indexing
- Autocomplete
- For eCommerce
- Customer Database
- Catalog Management
- Query Suggestions
- Document Management
- Access Controls/Permissions
- Content Management
- Generative AI
- Task Management
- Reporting & Statistics
- Search/Filter
- Data Capture and Transfer
- Data Visualization
- Alerts/Notifications
- For Enterprises
- User Management

**Additional Functionality**
- Analytics
- Data Source Connectors
- Multi-Language
- Data Security
- Search/Filter
- AI Copilot
- Knowledge Management
- Reporting & Statistics
- Data Extraction
- Natural Language Processing
- Third-Party Integrations
- Data Visualization
- Recommendations
- Access Controls/Permissions
- Automatic Backup
- Compliance Management
- Augmented Analytics
- Data Aggregation
- Intent Recognition
- Indexing
- Personalization
- Activity Dashboard
- Usage Tracking/Analytics
- Data Classification
- Data Discovery
- Behavioral Analytics
- Data Capture and Transfer

**Deployment & Embedding - AI Chatbots**
- API Access for Business System Integration
- Web Widget & SDK Embedding

**Content Generation**
- Creativity
- Content Accuracy

**Generative AI**
- AI Text Generation

**Security and Compliance - Generative AI Infrastructure**
- AI GDPR and Regulatory Compliance
- AI Role-based Access Control
- AI Data Encryption

**Generative AI**
- AI Tasks

**Functionality - Enterprise Search Software**
- Personalization
- Search Analytics
- Integrations

**Admin & Configuration - AI Chatbots**
- No-Code Conversation Design

**System**
- API Flexibility
- Update Frequency and Utility
- Cross-Platform Compatibility	
- Software Integration
- Third-Party Integrations

**Usability and Support - Generative AI Infrastructure**
- AI Documentation Quality
- AI Community Activity

**Search Queries - Enterprise Search Software**
- Highlighting
- Faceted Search
- Typo Tolerance
- Synonyms

**Agentic AI - AI Chatbots**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**File Management**
- File Type Support
- Metadata
- OCR Scanning
- Versioning
- Collaboration
- Document Assembly
- Form Creation
- Portals and Sites
- Disposition
- Search
- Web Interface
- Mobile Apps

**Workflow**
- Process Automation
- Conditions
- Activities
- Records Management
- Case Management
- Template Management
- Document Management
- Metadata Management
- Content Management
- Workflow Management
- Compliance Management
- Digital Asset Management
- Task Management
- File Management
- Forms Management
- SEO Management
- Audit Management
- Website Management
- User Management

**Platform**
- Internationalization
- Performance and Reliability
- Reporting and Auditing
- System of Record Integration
- APIs

**Agentic AI - Operational Risk Management**
- Proactive Assistance

**Additional Functionality**
- Scenario Planning
- Activity Tracking
- Prioritization
- Audit Trail
- Risk Scoring
- Approval Process Control
- Customizable Reports
- Predictive Analytics
- AI Copilot
- Alerts/Notifications
- Dashboard
- Data Visualization
- Risk Reporting
- Version Control
- Risk Assessment
- Reminders
- Risk Analysis
- Real-Time Reporting
- Corrective and Preventive Actions (CAPA)
- API

**Monitoring & Improvement - AI Chatbots**
- Feedback-Driven Response Optimization

**Reliability & Safety - AI Chatbots**
- Guardrails & Content Controls

**Additional Functionality**
- Autoresponders
- Configurable Workflow
- Natural Language Processing
- Customizable Branding
- Sentiment Analysis
- Real-Time Analytics
- Pre-Configured Bot
- Activity Dashboard
- Live Chat
- Real-Time Monitoring
- Code-free Development
- Reporting & Statistics
- Speech Recognition
- Drag & Drop
- Reporting/Analytics
- Generative AI
- Customer Service Analytics
- Chatbot
- Intent Recognition
- Lead Capture
- Multi-Channel Communication
- Search/Filter
- Visual Analytics
- AI Copilot
- Chat/Messaging
- CRM
- Chat Transcript
- Performance Metrics
- Contextual Guidance
- Natural Language Search
- Monitoring
- Speech Synthesis
- Real-Time Notifications
- Customer Database
- API
- For Developers
- Customer Segmentation
- Alerts/Escalation
- Engagement Tracking

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