# Guru, Upland Panviva vs Notion Comparison

| | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.6 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 2,318 | 94 | 11,928 | 
| **Largest Market Segment** | Mid-Market (56.5% of reviews) | Mid-Market (52.2% of reviews) | Small-Business (65.5% of reviews) | 
| **Entry Level Price** | Contact Us | No pricing available | Free | 

---
## Top Pros & Cons

### Guru

Pros:
- Ease of Use (726 reviews)
- Helpful (418 reviews)

Cons:
- Search Functionality (148 reviews)
- Inefficient Search (146 reviews)

### Upland Panviva

Pros:
- Accuracy (1 reviews)
- Analytics (1 reviews)

Cons:
- Customization Issues (1 reviews)
- Error Issues (1 reviews)

### Notion

Pros:
- Ease of Use (4772 reviews)
- Features (2750 reviews)

Cons:
- Learning Curve (1909 reviews)
- Limited Features (1033 reviews)

---
## Ratings Comparison
| Rating | Guru | Upland Panviva | Notion | 
|---|---|---|---|
  | **Meets Requirements** | 9.3 (1884 reviews) | 8.8 (80 reviews) | 8.8 (8156 reviews) | 
  | **Ease of Use** | 9.3 (1906 reviews) | 9.1 (84 reviews) | 8.3 (8315 reviews) | 
  | **Ease of Setup** | 9.3 (919 reviews) | 8.4 (64 reviews) | 8.2 (4245 reviews) | 
  | **Ease of Admin** | 9.0 (475 reviews) | 8.3 (62 reviews) | 8.4 (2351 reviews) | 
  | **Quality of Support** | 9.4 (1482 reviews) | 9.2 (81 reviews) | 8.5 (5743 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (428 reviews) | 9.1 (60 reviews) | 8.8 (2206 reviews) | 
  | **Product Direction (% positive)** | 9.2 (1781 reviews) | 9.0 (82 reviews) | 9.4 (8125 reviews) | 

---
## Pricing

### Guru

#### Entry-Level Pricing

Plan: AI Source of Truth Platform

Price: Contact Us

Description: Guru is an enterprise AI knowledge platform paired with expert guidance to design, implement, and optimize your AI knowledge strategy.

Every deployment is tailored to your organization’s scale, knowledge complexity, and AI maturity—so your teams and AI tools get trusted, permission-aware answers from day one.

Key Features:
- AI Knowledge Platform
- Knowledge Quality & Automation
- Enterprise Governance & Security

[Learn more about Guru](https://www.g2.com/products/guru/reviews)

#### Free Trial

Yes

### Upland Panviva

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Notion

#### Entry-Level Pricing

Plan: Free

Price: Free

Description: For individuals to organize personal projects and life

Key Features:
- Free for individual usage
- Basic forms
- Basic sites

[Browse all 4 editions](https://www.g2.com/products/notion/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Project Management

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | 7.9/10 | 4705 |

#### Tasks

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Creation & Assignment** | Not enough data | Not enough data | 8.7 (3803 reviews) | 
| **Due Dates** | Not enough data | Not enough data | 8.3 (3714 reviews) | 
| **Task Prioritization** | Not enough data | Not enough data | 8.6 (3817 reviews) | 
| **To-Do Lists** | Not enough data | Not enough data | 8.9 (3958 reviews) | 
| **Dependencies** | Not enough data | Not enough data | 7.7 (3085 reviews) | 
| **Mass Updates** | Not enough data | Not enough data | 7.5 (2865 reviews) | 
| **Drag & Drop** | Not enough data | Not enough data | 8.4 (3636 reviews) | 
| **Recurring Tasks** | Not enough data | Not enough data | 7.6 (3216 reviews) | 

#### Projects

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Planning** | Not enough data | Not enough data | 8.8 (3592 reviews) | 
| **Project Map** | Not enough data | Not enough data | 8.4 (3157 reviews) | 
| **GANTT** | Not enough data | Not enough data | 7.4 (2538 reviews) | 
| **Calendar View** | Not enough data | Not enough data | 8.1 (3397 reviews) | 
| **Views** | Not enough data | Not enough data | 8.5 (3302 reviews) | 
| **Project Budgeting** | Not enough data | Not enough data | 7.4 (2583 reviews) | 
| **Issue Tracking** | Not enough data | Not enough data | 7.8 (2720 reviews) | 
| **Templates** | Not enough data | Not enough data | 8.3 (3469 reviews) | 
| **Critical Path** | Not enough data | Not enough data | 7.3 (2342 reviews) | 
| **Time & Expense** | Not enough data | Not enough data | 7.5 (2615 reviews) | 
| **Methodologies** | Not enough data | Not enough data | 7.8 (2518 reviews) | 

#### Resource Management

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Resource Definiton** | Not enough data | Not enough data | 7.9 (2770 reviews) | 
| **Capacity** | Not enough data | Not enough data | 7.8 (2830 reviews) | 
| **Scheduling** | Not enough data | Not enough data | 7.9 (3116 reviews) | 

#### Project Monitoring

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Baselining / KPIs** | Not enough data | Not enough data | 7.7 (2402 reviews) | 
| **Resource Allocation** | Not enough data | Not enough data | 7.6 (2448 reviews) | 
| **Dashboards** | Not enough data | Not enough data | 8.2 (3101 reviews) | 

#### Generative AI

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.8 (1369 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.0 (1362 reviews) | 

#### Agentic AI - Project Management

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 6.9 (645 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.2 (645 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.1 (650 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.0 (634 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.3 (636 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 6.8 (632 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.0 (636 reviews) | 

### AI Chatbots

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | 7.8/10 | 316 |

#### Core Conversational Capabilities - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Controlled LLM Response Generation** | Not enough data | Not enough data | 8.2 (56 reviews) | 
| **Context Maintenance Within Sessions** | Not enough data | Not enough data | 8.2 (58 reviews) | 
| **Natural Language Understanding & Intent Inference** | Not enough data | Not enough data | 8.4 (59 reviews) | 

#### Data

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Reliability** | Not enough data | Not enough data | 8.0 (221 reviews) | 
| **Data Security** | Not enough data | Not enough data | 8.0 (215 reviews) | 

#### Interaction

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Complex Query Handling** | Not enough data | Not enough data | 7.6 (215 reviews) | 
| **Natural Conversation** | Not enough data | Not enough data | 8.0 (219 reviews) | 
| **Understanding** | Not enough data | Not enough data | 8.1 (221 reviews) | 
| **Context Management** | Not enough data | Not enough data | 8.0 (213 reviews) | 
| **Customizability** | Not enough data | Not enough data | 8.2 (219 reviews) | 

#### Task & Flow Management - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Scripted Dialogue & Decision Tree Support** | Not enough data | Not enough data | 7.9 (52 reviews) | 
| **Fallback Responses for Unknown Queries** | Not enough data | Not enough data | 7.8 (52 reviews) | 

#### Learning

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **User Interaction Learning** | Not enough data | Not enough data | 8.0 (211 reviews) | 
| **Error Learning** | Not enough data | Not enough data | 7.3 (206 reviews) | 

#### Deployment & Embedding - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **API Access for Business System Integration** | Not enough data | Not enough data | 7.3 (48 reviews) | 
| **Web Widget & SDK Embedding** | Not enough data | Not enough data | 7.2 (44 reviews) | 

#### Content Generation

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Creativity** | Not enough data | Not enough data | 7.9 (211 reviews) | 
| **Content Accuracy** | Not enough data | Not enough data | 7.9 (211 reviews) | 

#### Admin & Configuration - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **No-Code Conversation Design** | Not enough data | Not enough data | 7.4 (44 reviews) | 

#### System

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **API Flexibility** | Not enough data | Not enough data | 7.2 (202 reviews) | 
| **Update Frequency and Utility** | Not enough data | Not enough data | 7.8 (207 reviews) | 
| **Cross-Platform Compatibility	** | Not enough data | Not enough data | 7.8 (207 reviews) | 
| **Software Integration** | Not enough data | Not enough data | 7.9 (218 reviews) | 

#### Agentic AI - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.6 (143 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.8 (144 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.6 (144 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.7 (145 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.9 (144 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.4 (141 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.5 (148 reviews) | 

#### Monitoring & Improvement - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Feedback-Driven Response Optimization** | Not enough data | Not enough data | 8.0 (44 reviews) | 

#### Reliability & Safety - AI Chatbots

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Guardrails & Content Controls** | Not enough data | Not enough data | 8.1 (45 reviews) | 

### Insight Engines

| Product | Score | Reviews |
|---|---|---|
| **Guru** | 9.4/10 | 137 |
| **Upland Panviva** | N/A | N/A |
| **Notion** | N/A | N/A |

#### Content Management

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Data Centralization - Insight Engines** | 9.6 (86 reviews) | Not enough data | Not enough data | 
| **Archiving - Insight Engines** | 9.6 (87 reviews) | Not enough data | Not enough data | 
| **Search Analysis - Insight Engines** | 9.5 (83 reviews) | Not enough data | Not enough data | 

#### Content Discovery

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Search Interface - Insight Engines** | 9.4 (87 reviews) | Not enough data | Not enough data | 
| **AI Functionality - Insight Engines** | 9.5 (85 reviews) | Not enough data | Not enough data | 
| **NLP Functionality - Insight Engines** | 9.5 (82 reviews) | Not enough data | Not enough data | 
| **Data Mining - Insight Engines** | 9.2 (83 reviews) | Not enough data | Not enough data | 
| **Structured Navigation - Insight Engines** | 9.6 (81 reviews) | Not enough data | Not enough data | 
| **Machine Learning - Insight Engines** | 9.5 (82 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **AI Text Generation** | 9.3 (43 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 9.4 (45 reviews) | Not enough data | Not enough data | 

### Contact Center Knowledge Base

| Product | Score | Reviews |
|---|---|---|
| **Guru** | 9.3/10 | 916 |
| **Upland Panviva** | 8.3/10 | 30 |
| **Notion** | N/A | N/A |

#### Administration

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Database Management ** | 9.3 (640 reviews) | 8.4 (24 reviews) | Not enough data | 
| **Data Workflows** | 9.2 (635 reviews) | 8.4 (24 reviews) | Not enough data | 
| **Issue Management** | 9.2 (630 reviews) | 8.5 (24 reviews) | Not enough data | 

#### Knowledge Management

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Knowledge Base** | 9.7 (757 reviews) | 9.5 (28 reviews) | Not enough data | 
| **Publishing Workflows** | 9.3 (704 reviews) | 8.7 (25 reviews) | Not enough data | 
| **Analytics** | 9.2 (668 reviews) | 7.7 (25 reviews) | Not enough data | 

#### Compliance

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Policies and Controls** | 9.3 (650 reviews) | 8.7 (26 reviews) | Not enough data | 
| **Data Governance** | 9.3 (621 reviews) | 8.9 (28 reviews) | Not enough data | 
| **Compliance** | 9.3 (618 reviews) | 9.0 (26 reviews) | Not enough data | 
| **Auditing** | 9.2 (596 reviews) | 8.7 (26 reviews) | Not enough data | 

#### Customer Support

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Intelligent Search** | 9.2 (725 reviews) | 8.5 (27 reviews) | Not enough data | 
| **Suggestions** | 9.2 (685 reviews) | Feature Not Available | Not enough data | 
| **Decision Trees** | 9.1 (613 reviews) | 8.1 (26 reviews) | Not enough data | 

#### Data Security

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Risk Data Attributes** | 9.2 (598 reviews) | 7.9 (26 reviews) | Not enough data | 
| **Data Transport** | 9.3 (592 reviews) | 7.7 (25 reviews) | Not enough data | 
| **Access Management** | 9.3 (615 reviews) | 8.5 (26 reviews) | Not enough data | 
| **Multi-Factor Authentication** | 9.2 (598 reviews) | 6.7 (26 reviews) | Not enough data | 

#### Administration

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Integrations** | 9.2 (645 reviews) | 8.0 (24 reviews) | Not enough data | 
| **User, Role, and Access Management** | 9.3 (666 reviews) | 9.2 (25 reviews) | Not enough data | 
| **Performance and Reliability** | 9.5 (733 reviews) | 9.1 (27 reviews) | Not enough data | 

#### Generative AI

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **AI Text Summarization** | 9.1 (456 reviews) | 6.3 (18 reviews) | Not enough data | 

### AI Writing Assistant

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | 8.0/10 | 4139 |

#### Grammar

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Grammar Check** | Not enough data | Not enough data | 8.5 (3459 reviews) | 
| **Tone Check** | Not enough data | Not enough data | 8.3 (3239 reviews) | 
| **Sentence Formatting** | Not enough data | Not enough data | 8.6 (3409 reviews) | 

#### Formatting

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Plagiarism Check** | Not enough data | Not enough data | 7.2 (2182 reviews) | 
| **Style Editor** | Not enough data | Not enough data | 8.0 (2960 reviews) | 
| **Citation Finder** | Not enough data | Not enough data | 7.0 (2180 reviews) | 

#### Content 

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Idea Recommendation** | Not enough data | Not enough data | 8.3 (3051 reviews) | 
| **Content Generation** | Not enough data | Not enough data | 8.4 (3302 reviews) | 
| **Form Generation** | Not enough data | Not enough data | 7.8 (2441 reviews) | 

#### Product Type

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Standalone Application** | Not enough data | Not enough data | 8.4 (2679 reviews) | 
| **Plugin** | Not enough data | Not enough data | 7.4 (2047 reviews) | 

#### Generative AI

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.2 (1081 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.5 (1081 reviews) | 

### Knowledge Base

| Product | Score | Reviews |
|---|---|---|
| **Guru** | 9.1/10 | 876 |
| **Upland Panviva** | 8.2/10 | 23 |
| **Notion** | 7.8/10 | 5757 |

#### Knowledge Pages

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Templates** | 9.0 (654 reviews) | 8.0 (23 reviews) | 8.3 (3758 reviews) | 
| **In-Content Feedback** | 9.1 (611 reviews) | 8.7 (23 reviews) | 8.0 (3044 reviews) | 
| **Versioning and Version History** | 9.1 (653 reviews) | 8.3 (23 reviews) | 8.0 (3185 reviews) | 
| **Decision Trees** | 8.9 (551 reviews) | 7.9 (22 reviews) | Feature Not Available | 
| **Duplicate Detection** | 8.9 (510 reviews) | Feature Not Available | 6.8 (2587 reviews) | 
| **Content Editor** | 9.1 (522 reviews) | 8.2 (21 reviews) | 8.3 (3456 reviews) | 

#### Knowledge Dissemination

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Page Analytics** | 9.0 (639 reviews) | 7.8 (22 reviews) | Feature Not Available | 
| **Permissions** | 9.1 (634 reviews) | 8.6 (22 reviews) | 8.0 (3170 reviews) | 
| **Knowledge Sharing** | 9.5 (711 reviews) | 8.9 (22 reviews) | 8.8 (3887 reviews) | 
| **Notifications** | 9.2 (682 reviews) | 8.3 (22 reviews) | 7.8 (3411 reviews) | 
| **Advanced Search** | 9.2 (546 reviews) | Feature Not Available | 8.0 (3230 reviews) | 
| **Browser Extension** | 9.2 (550 reviews) | Feature Not Available | 7.4 (2810 reviews) | 
| **Organization** | 9.4 (556 reviews) | 8.8 (21 reviews) | 8.6 (3852 reviews) | 
| **Other Integrations** | 9.0 (527 reviews) | 6.7 (19 reviews) | 7.7 (3057 reviews) | 
| **Knowledge Integrations** | 9.2 (531 reviews) | 8.1 (21 reviews) | 7.9 (2906 reviews) | 

#### Agentic AI - Knowledge Base

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Adaptive Learning** | 8.7 (77 reviews) | Not enough data | 7.3 (941 reviews) | 
| **Natural Language Interaction** | 8.9 (77 reviews) | Not enough data | 7.5 (1004 reviews) | 
| **Proactive Assistance** | 8.9 (78 reviews) | Not enough data | 7.0 (935 reviews) | 

### Enterprise Search Software

| Product | Score | Reviews |
|---|---|---|
| **Guru** | 9.2/10 | 127 |
| **Upland Panviva** | N/A | N/A |
| **Notion** | 7.5/10 | 401 |

#### Compatibility

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Federated Search** | 9.3 (74 reviews) | Not enough data | 7.8 (322 reviews) | 
| **File Types** | 9.1 (72 reviews) | Not enough data | 7.8 (320 reviews) | 
| **Global Language Support** | 9.1 (75 reviews) | Not enough data | 7.3 (308 reviews) | 

#### Agentic AI - Enterprise Search Software

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | 8.9 (24 reviews) | Not enough data | 7.1 (173 reviews) | 
| **Multi-step Planning** | 8.9 (25 reviews) | Not enough data | 7.1 (175 reviews) | 
| **Cross-system Integration** | 9.2 (25 reviews) | Not enough data | 7.2 (171 reviews) | 
| **Adaptive Learning** | 9.0 (24 reviews) | Not enough data | 7.1 (168 reviews) | 
| **Proactive Assistance** | 8.9 (25 reviews) | Not enough data | 6.9 (166 reviews) | 
| **Decision Making** | 8.8 (24 reviews) | Not enough data | 7.0 (169 reviews) | 

#### Search Queries

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Typo Tolerance** | 9.4 (73 reviews) | Not enough data | 7.7 (320 reviews) | 
| **Faceted Search** | 9.4 (76 reviews) | Not enough data | 7.7 (312 reviews) | 
| **Synonyms** | 9.3 (72 reviews) | Not enough data | 7.4 (310 reviews) | 
| **Highlighting** | 9.4 (69 reviews) | Not enough data | 7.7 (312 reviews) | 
| **Natural Language** | 9.2 (74 reviews) | Not enough data | 8.1 (322 reviews) | 

#### AI powered search - Enterprise Search Software

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Generative RAG (Retrieval augmented generation)** | 9.0 (19 reviews) | Not enough data | 7.5 (101 reviews) | 
| **Relevance Tuning** | 9.1 (18 reviews) | Not enough data | 7.2 (99 reviews) | 
| **NLP & Semantic search** | 9.1 (18 reviews) | Not enough data | 7.1 (99 reviews) | 

#### Functionality

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Personalization** | 9.2 (74 reviews) | Not enough data | 8.0 (317 reviews) | 
| **Search Analytics** | 9.4 (75 reviews) | Not enough data | 7.3 (316 reviews) | 
| **Integrations** | 9.3 (80 reviews) | Not enough data | 7.6 (322 reviews) | 

#### Compatibility - Enterprise Search Software

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **File Types** | 9.2 (18 reviews) | Not enough data | 7.7 (105 reviews) | 
| **Federated Search** | 9.6 (19 reviews) | Not enough data | 7.5 (102 reviews) | 
| **Global Language Support** | 8.7 (18 reviews) | Not enough data | 7.4 (98 reviews) | 

#### Functionality - Enterprise Search Software

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Personalization** | 9.2 (19 reviews) | Not enough data | 7.7 (102 reviews) | 
| **Search Analytics** | 9.6 (19 reviews) | Not enough data | 7.4 (99 reviews) | 
| **Integrations** | 9.4 (20 reviews) | Not enough data | 7.3 (100 reviews) | 

#### Search Queries - Enterprise Search Software

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Highlighting** | 9.6 (19 reviews) | Not enough data | 7.6 (94 reviews) | 
| **Faceted Search** | 8.9 (19 reviews) | Not enough data | 7.5 (95 reviews) | 
| **Typo Tolerance** | 9.5 (19 reviews) | Not enough data | 7.8 (98 reviews) | 
| **Synonyms** | 9.8 (18 reviews) | Not enough data | 7.6 (95 reviews) | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Guru** | 9.0/10 | 106 |
| **Upland Panviva** | N/A | N/A |
| **Notion** | 9.9/10 | 14 |

#### Responses

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Personalization** | 9.1 (40 reviews) | Not enough data | Not enough data | 
| **Route To Human** | 9.3 (38 reviews) | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | 8.8 (40 reviews) | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Sales Follow-Up** | 8.7 (35 reviews) | Not enough data | Not enough data | 
| **Customer Interaction Automation** | 8.6 (37 reviews) | Not enough data | Not enough data | 
| **Lead Generation** | 8.7 (37 reviews) | Not enough data | 10.0 (5 reviews) | 
| **Document Processing** | 8.9 (41 reviews) | Not enough data | Not enough data | 
| **Feedback Collection** | 9.1 (38 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Conversation Editor** | 9.0 (38 reviews) | Not enough data | Not enough data | 
| **Integration** | 9.3 (41 reviews) | Not enough data | 10.0 (5 reviews) | 
| **Human-In-The-Loop** | 9.2 (40 reviews) | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Independent Decision Making** | 9.1 (40 reviews) | Not enough data | Not enough data | 
| **Adaptive Responses** | 9.1 (39 reviews) | Not enough data | Not enough data | 
| **Task Execution** | 9.1 (39 reviews) | Not enough data | Not enough data | 
| **Problem Solving** | 9.2 (41 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **AI Text Generation** | 8.8 (41 reviews) | Not enough data | 9.7 (5 reviews) | 
| **AI Text Summarization** | 9.0 (39 reviews) | Not enough data | 9.7 (6 reviews) | 

### Customer Self-Service

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | 8.7/10 | 15 |
| **Notion** | N/A | N/A |

#### Generative AI

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Self-Service Experience

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Knowledge Base** | Not enough data | 9.0 (14 reviews) | Not enough data | 
| **Searchable Articles** | Not enough data | 8.2 (12 reviews) | Not enough data | 
| **Community Forums** | Not enough data | 8.3 (10 reviews) | Not enough data | 
| **Mobile Optimization** | Not enough data | 8.2 (10 reviews) | Not enough data | 
| **Personalization** | Not enough data | 9.5 (10 reviews) | Not enough data | 

#### Self-Service Platform

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Branding** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Automation** | Not enough data | Feature Not Available | Not enough data | 
| **Artificial Intelligence** | Not enough data | Feature Not Available | Not enough data | 
| **Integrations** | Not enough data | 9.0 (10 reviews) | Not enough data | 

#### Agentic AI - Customer Self-Service

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Guru** | 10.0/10 | 13 |
| **Upland Panviva** | N/A | N/A |
| **Notion** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Natural Language Configuration** | 10.0 (5 reviews) | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | 10.0 (5 reviews) | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | Not enough data | 
| **Platform Interoperability** | 10.0 (5 reviews) | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | Not enough data | 

### AI IT Agents

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | N/A | N/A |

#### Automation - AI IT Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Document Processing** | Not enough data | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | Not enough data | 

#### Autonomy - AI IT Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Adaptive Responses** | Not enough data | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Independent Decision Making** | Not enough data | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | Not enough data | 

#### IT Ticket Management - AI IT Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Ticket Status Updates** | Not enough data | Not enough data | Not enough data | 
| **SLA Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Ticket Categorization** | Not enough data | Not enough data | Not enough data | 
| **Ticket Assignment** | Not enough data | Not enough data | Not enough data | 
| **Automated Ticket Creation** | Not enough data | Not enough data | Not enough data | 

#### IT Support Automation - AI IT Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Knowledge Base Utilization** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 
| **Real-Time Troubleshooting** | Not enough data | Not enough data | Not enough data | 
| **User Self-Service Assistance** | Not enough data | Not enough data | Not enough data | 
| **Proactive Issue Detection** | Not enough data | Not enough data | Not enough data | 

### Genesys AppFoundry Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | N/A | N/A |

#### Agentic AI - Genesys AppFoundry Marketplace

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Note-Taking Software

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | 7.8/10 | 641 |

#### Agentic AI - Note-Taking Software

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.8 (486 reviews) | 

### Knowledge Management

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | N/A | N/A |

#### Knowledge Base

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Q & A** | Not enough data | Not enough data | Not enough data | 
| **Link Sharing** | Not enough data | Not enough data | Not enough data | 
| **Searchable** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Verification** | Not enough data | Not enough data | Not enough data | 
| **Role-Based Permission** | Not enough data | Not enough data | Not enough data | 
| **Public vs Private** | Not enough data | Not enough data | Not enough data | 

#### Content

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Trackable Analytics** | Not enough data | Not enough data | Not enough data | 
| **Import** | Not enough data | Not enough data | Not enough data | 
| **File Viewing** | Not enough data | Not enough data | Not enough data | 
| **Update Notifications** | Not enough data | Not enough data | Not enough data | 

#### Communication

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Social Features** | Not enough data | Not enough data | Not enough data | 
| **Tagging ** | Not enough data | Not enough data | Not enough data | 
| **Upload ** | Not enough data | Not enough data | Not enough data | 
| **Comments** | Not enough data | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Guru** | N/A | N/A |
| **Upland Panviva** | N/A | N/A |
| **Notion** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Knowledge Base Software](https://www.g2.com/categories/knowledge-base-software)

**Unique to Guru (6):** [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Contact Center Knowledge Base Software](https://www.g2.com/categories/contact-center-knowledge-base), [Insight Engines Software](https://www.g2.com/categories/insight-engines), [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI IT Agents Software](https://www.g2.com/categories/ai-it-agents)

**Unique to Upland Panviva (3):** [Contact Center Knowledge Base Software](https://www.g2.com/categories/contact-center-knowledge-base), [Customer Self-Service Software](https://www.g2.com/categories/customer-self-service), [Genesys AppFoundry Marketplace](https://www.g2.com/categories/genesys-appfoundry-marketplace)

**Unique to Notion (7):** [AI Chatbots Software](https://www.g2.com/categories/ai-chatbots), [AI Writing Assistants](https://www.g2.com/categories/ai-writing-assistant), [Note-Taking Software](https://www.g2.com/categories/note-taking-software), [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software), [Project Management Software](https://www.g2.com/categories/project-management), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)


---
## Reviewer Demographics

### By Company Size

| Segment | Guru | Upland Panviva | Notion | 
|---|---|---|---|
| **Small-Business** | 14.2% | 6.5% | 65.5% | 
| **Mid-Market** | 56.5% | 52.2% | 28.8% | 
| **Enterprise** | 29.4% | 41.3% | 5.7% | 

### By Industry

#### Guru

- **Computer Software:** 14.4%
- **Information Technology and Services:** 10.6%
- **Consumer Services:** 8.9%
- **Internet:** 6.5%
- **Financial Services:** 6.2%
- **Health, Wellness and Fitness:** 5.7%
- **Marketing and Advertising:** 4.6%
- **Outsourcing/Offshoring:** 3.3%
- **Leisure, Travel & Tourism:** 2.7%
- **Telecommunications:** 2.7%
- **Other:** 34.5%

#### Upland Panviva

- **Hospital & Health Care:** 32.6%
- **Insurance:** 14.1%
- **Telecommunications:** 7.6%
- **Medical Practice:** 6.5%
- **Medical Devices:** 6.5%
- **Financial Services:** 6.5%
- **Banking:** 4.3%
- **Human Resources:** 4.3%
- **Automotive:** 3.3%
- **Health, Wellness and Fitness:** 3.3%
- **Other:** 10.9%

#### Notion

- **Computer Software:** 13.7%
- **Information Technology and Services:** 11.5%
- **Marketing and Advertising:** 7.3%
- **Higher Education:** 6.1%
- **Financial Services:** 4.8%
- **Education Management:** 3.0%
- **Design:** 2.7%
- **Health, Wellness and Fitness:** 2.2%
- **Consulting:** 2.2%
- **Hospital & Health Care:** 1.6%
- **Other:** 44.8%

---
## Alternatives

### Alternatives to Guru

- [ClickUp](https://www.g2.com/products/clickup/reviews) — 4.6/5 stars (12503 reviews)
- [Bloomfire](https://www.g2.com/products/bloomfire/reviews) — 4.6/5 stars (513 reviews)
- [Glean](https://www.g2.com/products/glean-technologies-glean/reviews) — 4.7/5 stars (162 reviews)
- [Document360](https://www.g2.com/products/document360/reviews) — 4.7/5 stars (519 reviews)
- [Confluence](https://www.g2.com/products/confluence/reviews) — 4.1/5 stars (4361 reviews)
- [Stack Overflow Internal](https://www.g2.com/products/stack-overflow-internal/reviews) — 4.5/5 stars (792 reviews)
- [Slack](https://www.g2.com/products/slack/reviews) — 4.5/5 stars (39074 reviews)
- [Slab](https://www.g2.com/products/slab/reviews) — 4.6/5 stars (309 reviews)
- [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) — 4.3/5 stars (6948 reviews)
- [Slite](https://www.g2.com/products/slite/reviews) — 4.6/5 stars (274 reviews)

### Alternatives to Upland Panviva

- [livepro Knowledge Management](https://www.g2.com/products/livepro-knowledge-management/reviews) — 4.8/5 stars (168 reviews)
- [Confluence](https://www.g2.com/products/confluence/reviews) — 4.1/5 stars (4361 reviews)
- [Bloomfire](https://www.g2.com/products/bloomfire/reviews) — 4.6/5 stars (513 reviews)
- [Agentforce Service (formerly Salesforce Service Cloud)](https://www.g2.com/products/agentforce-service-formerly-salesforce-service-cloud/reviews) — 4.4/5 stars (7343 reviews)
- [Document360](https://www.g2.com/products/document360/reviews) — 4.7/5 stars (519 reviews)
- [WalkMe](https://www.g2.com/products/walkme/reviews) — 4.5/5 stars (561 reviews)
- [Stack Overflow Internal](https://www.g2.com/products/stack-overflow-internal/reviews) — 4.5/5 stars (792 reviews)
- [Zendesk for Customer Service](https://www.g2.com/products/zendesk-for-customer-service/reviews) — 4.3/5 stars (6948 reviews)
- [Whatfix](https://www.g2.com/products/whatfix/reviews) — 4.6/5 stars (529 reviews)
- [Helpjuice](https://www.g2.com/products/helpjuice/reviews) — 4.7/5 stars (376 reviews)

### Alternatives to Notion

- [ClickUp](https://www.g2.com/products/clickup/reviews) — 4.6/5 stars (12503 reviews)
- [Asana](https://www.g2.com/products/asana/reviews) — 4.4/5 stars (13659 reviews)
- [Coda](https://www.g2.com/products/superhuman-coda/reviews) — 4.6/5 stars (492 reviews)
- [Slack](https://www.g2.com/products/slack/reviews) — 4.5/5 stars (39074 reviews)
- [monday Work Management](https://www.g2.com/products/monday-com/reviews) — 4.7/5 stars (15416 reviews)
- [Jira](https://www.g2.com/products/jira/reviews) — 4.3/5 stars (7838 reviews)
- [Airtable](https://www.g2.com/products/airtable/reviews) — 4.6/5 stars (3269 reviews)
- [Slite](https://www.g2.com/products/slite/reviews) — 4.6/5 stars (274 reviews)
- [Hive](https://www.g2.com/products/hive-hive-hive/reviews) — 4.6/5 stars (666 reviews)
- [Google Workspace](https://www.g2.com/products/google-workspace/reviews) — 4.6/5 stars (48047 reviews)

---
## Top Discussions

### Guru

- Title: [What does Guru do?](https://www.g2.com/discussions/what-does-guru-do) — 3 comments
  > **Top comment:** "Guru is an all-in-one tool that brings everyone on your teams together and puts all your information in one place: right in your workflow."
- Title: [Do we have any mobile app for Guru?](https://www.g2.com/discussions/34530-do-we-have-any-mobile-app-for-guru) — 3 comments, 2 upvotes
  > **Top comment:** "No there is not, however the Web app does scale to phones"
- Title: [What is Guru platform?](https://www.g2.com/discussions/guru-what-is-guru-platform) — 2 comments
  > **Top comment:** "Guru is a company wiki that works in your workflow, so the information you need to do your job is always at your fingertips. You can learn more here:..."
- Title: [What's the best way to memorize info on Guru and apply for everyday situations?](https://www.g2.com/discussions/what-s-the-best-way-to-memorize-info-on-guru-and-apply-for-everyday-situations) — 2 comments, 1 upvote
  > **Top comment:** "The best way to memorize info is... to not have to memorize it at all! Because so many things in a business change daily, Guru is designed to allow you to..."
- Title: [We're plateau-ing with content contribution. Need ideas.](https://www.g2.com/discussions/50469-we-re-plateau-ing-with-content-contribution-need-ideas) — 2 comments, 1 upvote
  > **Top comment:** "We encourage our reps to use the "ask an expert" feature and anytime a question is answered, we save the Q&A as a card under a collection board names "FAQs"..."

### Upland Panviva

No discussions available for this product.

### Notion

- Title: [can i us Notion (basic) for multi-user use](https://www.g2.com/discussions/can-i-us-notion-basic-for-multi-user-use) — 3 comments, 1 upvote
  > **Top comment:** "Yes, just add them as guests"
- Title: [Best way to utilise Notion?](https://www.g2.com/discussions/best-way-to-utilise-notion) — 2 comments, 1 upvote
  > **Top comment:** "Use their databases blocks to have a collection of notes."
- Title: [Are there any tool we can integrate into notion for using AI](https://www.g2.com/discussions/are-there-any-tool-we-can-integrate-into-notion-for-using-ai) — 2 comments, 1 upvote
  > **Top comment:** "Notion AI: Built-in generative AI inside Notion for drafting content, summarizing pages, brainstorming, rewriting text, and autofilling databases. Works..."
- Title: [When would you start with the NPO/NGO discount plan?](https://www.g2.com/discussions/when-would-you-start-with-the-npo-ngo-discount-plan) — 2 comments, 1 upvote
  > **Top comment:** "I am a student , and notion is free for every students"
- Title: [How do I script Notion?](https://www.g2.com/discussions/how-do-i-script-notion) — 2 comments, 1 upvote
  > **Top comment:** "Use make.com"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/guru-vs-upland-panviva-vs-notion)