---
title: Shelf Reviews
meta_title: 'Shelf Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 141 reviews by the users' company size, role or industry
  to find out how Shelf works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 141
  scale: '5'
date_modified: '2026-07-17'
parent_category:
  name: Call & Contact Center
  url: https://www.g2.com/categories/call-contact-center
---

# Shelf Reviews
**Vendor:** Shelf  
**Category:** [Contact Center Knowledge Base Software](https://www.g2.com/categories/contact-center-knowledge-base)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 141
## About Shelf
Shelf is a modern knowledge platform that helps on-demand businesses improve service and increase productivity with fast, helpful answers to customer and employee questions. Shelf's MerlinAI listens for questions and instantly suggests the best answers in search, self-service portals, web forms, chat, CRM, support apps, and contact center platforms. Identify gaps between questions and answers with Shelf analytics and automate content publishing to every channel. Rated #1 for ease of use.



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

- Users appreciate the **ease of finding information** in Shelf, which saves time and keeps everything organized. (2 reviews)
- Users benefit from Shelf's **AI optimization** , ensuring their chatbots provide accurate answers to all customer inquiries. (1 reviews)
- Users appreciate how Shelf's **AI optimization** simplifies knowledge management, enhancing chatbot effectiveness for better responses. (1 reviews)
- Users value Shelf for its ability to **optimize knowledge for AI chatbots** , ensuring accurate answers for all customers. (1 reviews)
- Users appreciate the **centralization** of Shelf, enjoying easy access to information and streamlined processes in one place. (1 reviews)
- Easy Access (1 reviews)
- Helpful (1 reviews)
- Users appreciate how Shelf enhances **knowledge management and AI optimization** , streamlining access to accurate information effortlessly. (1 reviews)
- Layout Organization (1 reviews)
- Navigation Ease (1 reviews)

**What users dislike:**

- Users find the **editing difficulties** in Shelf challenging, especially when multiple collaborators need to work on a gem at once. (1 reviews)
- Users find the **editing limitations** of Shelf challenging, as simultaneous edits by multiple users are not supported. (1 reviews)
- Users find the **inefficiency in search functionality** of Shelf frustrating, often requiring extra effort to locate documents quickly. (1 reviews)
- Users find the **inefficient search** in Shelf frustrating, as it complicates finding documents quickly when needed. (1 reviews)
- Users find the **inefficient search function** frustrating as it often requires extra effort to find documents quickly. (1 reviews)
- Lack of Smoothness (1 reviews)
- Users note the **missing collaborative editing features** in Shelf, limiting their ability to work together efficiently. (1 reviews)
- Search Limitations (1 reviews)


## Shelf Discussions
  - [Is it a better way to upload pictures (print screen) with better resolution?](https://www.g2.com/discussions/is-it-a-better-way-to-upload-pictures-print-screen-with-better-resolution) - 1 comment, 1 upvote

- [View Shelf pricing details and edition comparison](https://www.g2.com/products/shelf-shelf/reviews?page=4&section=pricing&secure%5Bexpires_at%5D=2026-07-20+08%3A42%3A45+-0500&secure%5Bsession_id%5D=6d045cc9-84ab-4a55-8f2d-c5dd91979ac6&secure%5Btoken%5D=297dbbf18b42c1e72bc3b954b7fe2019938a765363482d16d2722048a376029a&format=llm_user)

## Shelf Features
**Administration**
- Database Management 
- Data Workflows
- Issue Management

**Knowledge Pages**
- Templates
- In-Content Feedback
- Versioning and Version History
- Decision Trees
- Duplicate Detection
- Content Editor

**Knowledge Management**
- Knowledge Base
- Publishing Workflows
- Analytics

**Generative AI**
- AI Text Summarization

**Agentic AI - Genesys AppFoundry Marketplace**
- Autonomous Task Execution
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Self-Service Experience**
- Knowledge Base
- Searchable Articles
- Community Forums
- Mobile Optimization
- Personalization

**Knowledge Base**
- Q & A
- Link Sharing
- Searchable

**Compliance**
- Policies and Controls
- Data Governance
- Compliance
- Auditing

**Knowledge Dissemination**
- Page Analytics
- Permissions
- Knowledge Sharing
- Notifications
- Advanced Search
- Browser Extension
- Organization
- Other Integrations
- Knowledge Integrations

**Customer Support**
- Intelligent Search
- Suggestions
- Decision Trees

**Self-Service Platform**
- Branding
- Automation
- Artificial Intelligence
- Integrations

**Security**
- Verification
- Role-Based Permission
- Public vs Private

**Data Security**
- Risk Data Attributes
- Data Transport
- Access Management

**Administration**
- Integrations
- User, Role, and Access Management
- Performance and Reliability

**Agentic AI - Knowledge Base**
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance

**Content**
- Trackable Analytics
- Import
- File Viewing
- Update Notifications

**Generative AI**
- AI Text Summarization

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

**Communication**
- Social Features
- Tagging 
- Upload 
- Comments

## Top Shelf Alternatives
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