> For the complete documentation index, see [llms.txt](https://limechatai.gitbook.io/limechat-product-guide/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://limechatai.gitbook.io/limechat-product-guide/automation/limechat-bot-suite-types-of-bots.md).

# LimeChat Bot Suite : Types of Bots

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## Introduction to Limechat Bots

LimeChat offers three distinct chatbot solutions designed to transform customer interactions and streamline business processes. Our bots—Click-Based Bot, AI Bot, and GPT Bot—cater to a range of e-commerce needs, from structured workflows to human-like, context-aware conversations. Here, we provide a comprehensive overview of their features, benefits, and performance metrics.

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## Key Features of Limechat Bots

### Click-Based Bot

* **Overview**: A button click based bot enabling customers to navigate through pre-defined menu options.
* **Capabilities**:
  * Handles showing products, order tracking and cancellations through clicks on bot
  * Ideal for structured workflows and predictable queries.
* **Limitations**:
  * Lacks free-text support and follow-up question handling.

***

### AI Bot

* **Overview**: Uses Natural Language Understanding (NLU) to respond to customer queries based on intent classification for free text queries
* **Capabilities**:
  * Responds to customer queries using trained workflows.
  * Handles free-text queries to a certain extent with intent classification.
* **Limitations**:
  * Limited contextual understanding for follow-up queries.
  * Limited handling of complex and multilingual queries

***

### GPT Bot

* **Overview**: Powered by GPT AI, this bot provides human-like, contextual, and Personalized interactions.
* **Capabilities**:
  * Handles multilingual queries with GPT Translation.
  * Fetches information directly from websites and documents.
  * Supports follow-up and complex questions with high accuracy.
* **Advantages**:

  * Minimal maintenance with no periodic retraining required.

***

### Custom Bots

Examples :

**FloMattress: Custom Mattress Selection Bot**

**Overview:**

We have developed a highly customized bot flow for **FloMattress**, enabling customers to select the perfect mattress size that suits their needs including custom sizes. The bot allows users to make their purchase directly through WhatsApp, providing a seamless shopping experience.

***

**Dot\&Key: Skincare Product Selection Bot**

**Overview:**

The **Dot\&Key** bot helps users make informed decisions when purchasing skincare products. It guides users through product choices such as **Niacinamide** and **Salicylic Acid**, offering detailed explanations on their benefits and suitability for individual skin types and also handled post purchase queries

***

**Piramal Swasthya: Doctor Consultation Bot**

**Overview:**

In collaboration with **Piramal Swasthya**, we created a **Doctor Bot** to provide quick and reliable health advice. This bot is designed to assist users with health-related queries and help them access medical information on demand. This is based upon GPT agentic structure which asks followup questions to the users and answers accordingly

**Key Features:**

* Pin code based Doctor availablity flow
* Access to any scheme related information
* Symptom Diagnosis and recommendations

***

**MetroBrazil: Arabic Language Bot**

**Overview:**

We have developed a specialized bot for **MetroBrazil** to cater to Arabic-speaking users. This bot provides full support in Arabic, enabling users to interact with the platform comfortably and efficiently highlighting ability to create multilingual bots

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## Comparitive Summary of Bot Performance

| Feature             | Click-Based Bot         | AI Bot                                  | GPT Bot                                             |
| ------------------- | ----------------------- | --------------------------------------- | --------------------------------------------------- |
| Query Handling      | Button-driven           | NLU-based                               | GPT-powered                                         |
| Free-Text Support   | No                      | Limited                                 | Yes                                                 |
| Follow-Up Questions | No                      | No                                      | Yes                                                 |
| Automation Rate     | 40-80% (No free text)   | 60%-75%                                 | 80%-98%                                             |
| True Automation     | 20-30%                  | 40-60%                                  | Upto 85%                                            |
| Maintenance Effort  | Very High, Manual       | Monthly AI audit and review             | Minimal                                             |
| Deployment          | One Bot on all channels | One Bot on all channels                 | One Bot on all channels                             |
| CSAT                | NO                      | Yes (High Collection and Response Rate) | Yes (Best Collection and Response Rate in Industry) |
| API Integrations    | No                      | Yes                                     | Yes                                                 |

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## Business Benefits

#### **Improved Customer Experience**

* **GPT Bot**: Delivers human-like conversations for enhanced engagement.
* **AI Bot**: Provides tailored responses based on customer inputs.
* **Click-Based Bot**: Simplifies navigation for quick task completion.

#### **Operational Efficiency**

* Automation reduces agent workloads, allowing them to focus on high-value tasks.
* **GPT Bot** achieves the highest automation rates, significantly cutting operational costs.

#### **Measurable Business Outcomes**

* Increased CSAT, Automation Rate and Bot Resolution through prompt and accurate query resolutions. (More in Bot Analytics Document)

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## Maintenance & Optimization

* **Click-Based Bot**:
  * Minimal updates required for new workflows.
  * Adjustments made via an intuitive user interface (Automation’s Platform)
* **AI Bot**:
  * Monthly audits identify misclassifications.
  * Training data is enhanced based on bot confusion reports.
* **GPT Bot**:
  * Updates limited to refining the knowledge base with new website or document content.
  * No retraining required, reducing maintenance overhead.

***

## Real World Impact

1. AI BOT

<https://www.limechat.ai/case-study/revolutionizing-agent-productivity-and-customer-satisfaction-with-ai>

1. GPT BOT

<https://www.limechat.ai/case-study/how-kapiva-delivered-exceptional-experience-on-whatsapp-using-limechats-e-commerce-gpt-bot>

<https://www.limechat.ai/case-study/wow-skin-science-delivers-2x-better-experience-with-limechats-gpt-powered-ai-bot>

***

## Conclusion

LimeChat’s chatbot solutions are tailored to meet the diverse needs of modern e-commerce brands. From structured workflows with Click-Based Bots to the advanced conversational capabilities of GPT Bots, LimeChat empowers businesses to deliver exceptional customer experiences while optimizing operational efficiency. Transform your customer interactions today with LimeChat’s cutting-edge chatbot technology.
