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Advantages

Easily customize and improve your customer experience with SMART Easy Bot

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Easy setup and administration

Set up chatbots quickly and easily without specialized knowledge and customize them to the unique needs of your business.
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Comprehensive Communication

Maintain interaction with current customers and collect verified information about new contacts.
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End-to-end exchange with CRM

Reduce time spent on routine operational processes by automatically capturing data from the chatbot in the contact card
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Self-service 24/7

Expand your self-service customer experience and build loyalty
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Two-way interaction with data

Enable users to receive the necessary information about themselves from the CRM system (status, discount card number, contacts, etc.)
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Quality of customer support

Automate the collection of complaints and service level data to improve service and build strong customer relationships
FEATURES

Manage chatbots easily and naturally and stay in touch with your customers

Contact database
Fill your contact database with up-to-date and verified information about users thanks to the mandatory registration in the chatbot
Self-service
Give customers the opportunity to independently perform an action or receive the necessary information by setting up a set of service buttons (contacts, filing a complaint, generating a loyalty card, etc.)
Interaction in selected segments
Use the chatbot to send messages to individual users or selected segments (send special offers, discounts, reminders, birthday wishes, etc.)
Availability 24/7
Possibility of round-the-clock access of users to the chatbot and obtaining the necessary information regardless of the working hours
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Functional capabilities

SMART Easy Bot

A convenient service for administering chatbots on the Viber and Telegram platforms, integrated with a CRM system. Communicate with subscribers simply and comfortably using bulk and personal messages for selected segments
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Create custom buttons

Add custom buttons with variations: text only, text + link, data output from your CRM system, data output from your CRM system with subsequent conversion to barcodes or QR codes

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Reach out to subscribers

Send messages to all active subscribers of your chatbot, set up interaction for selected segments and communicate with individual users

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Set up incoming communication

Use chats as a source of communication and getting feedback from your audience in the form of requests and files

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Expand your contact base

Populate the database with up-to-date and verified information about users using the registration function during the first use of the bot

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Create personalized messages

Generate individual texts for a specific user directly from your CRM system. Turn texts into barcodes or QR codes

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Manage in a single window

Manage chats in a single center with an intuitive and user-friendly interface directly in your CRM system

Blog

Articles and materials

6 min read
TOFU, MOFU, BOFU — three stages of the sales funnel that determine whether traffic becomes a customer base

How do you understand what a potential customer wants? How do you avoid offering a technical guide to someone who hasn’t yet recognized their need, and at the same time not lose someone who is already waiting for a concrete offer or demo? And most importantly — how do you build communication that is relevant, timely, and truly useful? 

In modern marketing, understanding context is essential: what exactly the user is searching for, what level of awareness they have, and how close they are to making a decision. This is exactly what the TOFU, MOFU, BOFU model is designed for — an approach that helps align marketing activities with the customer’s journey toward purchase. 

TOFU, MOFU, BOFU — how does it work in the funnel? 

TOFU, MOFU, BOFU are abbreviations that represent three key stages of the marketing funnel: from building awareness to making a purchase decision. Each of these stages requires a different approach to content, messaging, and communication channels. 

  • TOFU (Top of the Funnel) — upper level of the funnel. This is the awareness stage. The user is not yet looking for a specific solution — they are exploring a topic, gathering information, and forming an understanding of their problem. 
  • MOFU (Middle of the Funnel) — middle level. This is the consideration stage. The user now has a clearer understanding of their need and starts comparing approaches, tools, or solutions. 
  • BOFU (Bottom of the Funnel) — lower level. This is the decision stage. The user is ready to take action: choosing a vendor, product, or service, and evaluating specific offers. 

TOFU (Top of Funnel) — awareness stage 

TOFU (Top of Funnel) is the stage where a user first encounters the topic but is not yet looking for a specific solution. 

At this stage, the customer usually does not formulate queries in terms of “buy” or “order.” Their questions are much broader: “what is it?”, “how does it work?”, “why is it important?”. In other words, the user is exploring the context. 

That is why TOFU is about explanation, topic exploration, and building trust. At this stage, the brand acts not as a seller, but as a guide who helps users better understand the problem and outline possible directions for solving it. 

Stage one — what content builds awareness? 

At the TOFU stage, the main goal is to attract attention. Direct selling does not work here, as the user is not ready for it yet. 

The most effective content formats typically include: 

  • blog articles and explanations 
  • guides and basic how-to instructions 
  • definitions of terms and concepts 
  • educational content (how-to, trend explanations) 
  • social media posts and videos 

MOFU (Middle of Funnel) — consideration stage 

MOFU (Middle of Funnel) is the middle stage of the funnel, where the user moves from a general understanding of the problem to searching for specific solutions. 

At this stage, the need is already defined. The user compares approaches, tools, or products and evaluates their advantages and disadvantages. Their queries become more specific: “which option is better?”, “how do solutions differ?”, “what should I choose for my task?”. 

Thus, MOFU is about argumentation and choice. The key goal here is to help the user navigate alternatives, demonstrate expertise, and guide them toward an informed decision without direct pressure. 

Stage two — what content helps users choose? 

At the MOFU stage, content should help users navigate between available options. 

The most effective formats here are: 

  • case studies and real implementation examples 
  • product or approach comparisons 
  • webinars and expert materials 
  • eBooks or in-depth guides 
  • “how to choose” articles 

This type of content should demonstrate expertise, respond to more specific queries, and gradually build trust. 

BOFU (Bottom of Funnel) — decision stage  

BOFU (Bottom of Funnel) is the final stage of the marketing funnel, where the user is very close to making a purchase or is already ready to do so. 

At this level, the need is clearly defined. The user has chosen an approach and is now deciding on a vendor, product, or terms of cooperation. They are interested in details: pricing, functionality, case studies, reviews, and demos. 

BOFU is about specificity and trust in the solution. This is where it is crucial to remove final doubts, demonstrate practical value, and clearly explain why the user should choose you. 

Stage three — what content converts? 

At the BOFU stage, the company’s goal is to help the customer take the final step. 

The most effective formats include: 

  • product or service demos  
  • consultations  
  • landing pages  
  • customer reviews and results-based case studies  
  • special offers or promotions  

The main goal of BOFU content is conversion. 

Visual comparison: what is the difference between TOFU, MOFU, and BOFU? 

ParameterTOFUMOFUBOFU
Customer journey stage Awareness Consideration Decision to purchase 
User intent Understand the problem or learn about the topic Find and compare the most relevant solutions Choose a specific product or vendor 
Main queries “what is it”, “how does it work”, “what is it for” “which option to choose”, “comparison”, “best solutions” “price”, “reviews”, “demo”, “order” 
Content type Blog articles, guides, educational content Case studies, comparisons, webinars, reviews Demos, landing pages, commercial offers 
Search queries “what is a CRM system” “CRM for small business: comparison” “buy CRM price” 
СТА (call to action) “Read more”, “Subscribe”, “Download guide” “See more case studies”, “Register for webinar” “Request a demo”, “Get consultation”, “Buy” 

How to combine content with the customer journey: a step-by-step strategy 

To make content in the marketing funnel truly effective, it should be planned as a sequential scenario. This is where the simple logic of content mapping comes in: 

topic → funnel stage → format → CTA 

Here’s what it looks like in practice: 

  • BOFU: A user enters a query like “CRM system price” or “CRM demo” → visits a product landing page or case study page → evaluates a specific offer → CTA: “request a demo” or “book a consultation

A tricky question: how do we measure the effectiveness of TOFU, MOFU, and BOFU? 

The effectiveness of content within a marketing funnel cannot be evaluated using a single universal metric. Each stage plays a different role — and therefore requires its own KPIs. What represents success at TOFU will not be relevant for BOFU, and vice versa. 

It is important to assess how content contributes to moving the user through the funnel. 

1. TOFU — Reach and awareness: At this stage, the key metrics focus on how effectively you attract attention and generate interest. Key metrics: 

  • traffic (organic, referral, social) 
  • CTR (click-through rate) 
  • search visibility (impressions, rankings) 

2. MOFU — Engagement and consideration: At this stage, the focus is on whether the user is willing to engage further with your brand. Key metrics: 

  • number of leads 
  • registrations / subscriptions 
  • engagement (time on page, interactions, downloads) 

3. BOFU — Decision and conversion: The final stage, where the key outcome is a completed action. Key metrics: 

  • lead conversion rate (CR) 
  • number of applications or purchases 
  • revenue / sales 

This approach allows you to build a transparent system of conversion funnel KPIs and understand where exactly the company may be losing users — at the awareness, consideration, or decision stage. 

The most common mistakes in TOFU, MOFU, and BOFU 

Even with a solid understanding of the TOFU–MOFU–BOFU model, companies still make typical mistakes that “break” the logic of the funnel and reduce content effectiveness. 

To help you avoid learning from your own mistakes, here are the most common ones: 

  • Lack of TOFU content (direct selling from the start): The brand tries to sell a product to users who do not yet understand their problem. As a result, engagement is low and potential audience is lost. 
  • Lack of progression between stages: Content exists in isolation: there are articles, case studies, and landing pages — but they are not connected and do not guide the user further along the journey. 
  • Inappropriate CTA: For example, “request a demo” in a TOFU article, or overly generic CTAs at the BOFU stage. This creates a mismatch between user intent and your offer. 
  • Mixed intent: When a single piece of content tries to both educate and sell at the same time. As a result, it fails to fully address either objective. 
  • One content type for all stages: For example, relying only on blog articles without case studies or commercial pages. This limits user movement through the funnel and often reduces conversion rates. 

How SMART CRM optimizes marketing strategy across funnel stages 

Effective work with TOFU, MOFU, and BOFU is, primarily, about managing data, contacts, and interactions. This is where a CRM system plays a key role, helping transform individual actions into a unified, manageable process. 

SMART CRM structures the entire user journey — from the first touchpoint to deal closure and post-sales interactions. This gives companies control over every stage of the funnel and allows them to tailor communication more precisely to real customer needs. 

TOFU — organizing first contact and data collection 

At this stage, SMART CRM: 

  • helps collect and store lead data from multiple channels 
  • tracks lead acquisition sources 
  • automatically assigns leads to managers 
  • enables analysis of TOFU activity performance 

MOFU — segmentation, lead nurturing, and communication personalization 

At this stage, SMART CRM: 

  • segments contacts based on behavior, interests, and funnel stage 
  • stores interaction history (emails, calls, content views) 
  • automates communication (email sequences, reminders, triggers) 
  • helps tailor content more precisely to user needs  

BOFU — sales support and deal closure 

At this stage, SMART CRM: 

  • provides full visibility into the pipeline and deal statuses 
  • helps prioritize opportunities and focus on “hot” leads 
  • gives access to the full customer interaction history 
  • simplifies coordination between marketing and sales 

To sum up: we’ve reached the end of this mini marketing funnel article 

So, breaking down TOFU, MOFU, and BOFU is a way to understand user behavior logic and build relevant interactions with them at every step. 

In essence, the entire model comes down to a simple principle: systematic approach → better conversion → predictable results. In other words, every piece of content should have its place, role, and purpose within the overall system. 

When content, communication, and tools — including CRM — work in alignment, marketing becomes a structured and manageable process that consistently guides users from initial interest to decision, directly impacting business results. 

If you are looking for a system that optimizes your customer interactions, request a consultation, and SMART business experts will help you select and implement a relevant solution.

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1 min read
SMART AI Agent for Customer Care: Intelligent Access to Your Corporate Knowledge Base

In customer-facing operations, response speed directly impacts service quality. However, a significant portion of employees’ time is spent not on communication itself, but on searching for information — in documents, guidelines, and internal knowledge bases.

SMART AI Agent for Customer Care helps bridge this gap by providing fast and convenient access to the information employees need — without extra effort.

What This Solution Is

SMART AI Agent for Customer Care is an intelligent digital assistant that enables employees to instantly get answers to work-related questions using only internal documents, guidelines, and the corporate knowledge base.

There is no longer a need to spend time manually searching through documents. You simply ask a question in a chat, and the assistant independently analyzes corporate files, prepares a concise answer, and immediately provides a link to the source document.

How It Works

The solution integrates with a company’s internal data sources and processes requests in a conversational format.

In response to a query, the system:

  • analyzes the user’s question
  • finds relevant information in corporate documents
  • generates a concise explanation
  • provides a link to the source

As a result, employees receive ready-to-use answers without needing to manually work with documents.

SMART AI Assistant Capabilities

  • Intelligent search: instant access to information from the corporate knowledge base within the application interface.
  • RAG technology: generation of accurate answers based on up-to-date company data using generative AI algorithms.
  • Source transparency: automatic provision of direct links to original source files stored in SharePoint.
  • Multilingual support: works with Ukrainian, English, and Polish.

Business Value

SMART AI Agent enables a unified approach to working with corporate information and reduces reliance on manual data search.

As a result, businesses gain:

  • Instant access to knowledge: no need to manually search across multiple documents and folders
  • High reliability: every answer is based on internal company documents and includes verifiable source links
  • Unified workspace: seamless interaction with AI without switching between different windows and services
  • Resource optimization: increased efficiency of managers and support teams
  • Fast start: simple initial setup and quick deployment

This is especially important for service teams, where response speed and quality directly impact the customer experience.

Want to See It in Action?

Leave a request — we’ll demonstrate real use cases and tailor the solution to your processes.

Request a demo
8 min read
Sales Funnel vs. Marketing Funnel: A Strategic Guide to Conversion Architecture

In the world of digital business, terms like sales funnel and marketing funnel are often used interchangeably. This is a common mistake that reduces effectiveness, leading to inefficient budget allocation and team frustration.

Although these two systems are inseparably linked and together form the complete customer journey, they serve entirely different purposes. What is a funnel as a cohesive whole? It is the foundation of modern conversion architecture. Understanding the differences between them, and how to integrate them, is crucial for the sustainable scalability of any business.

What Is a Marketing Funnel? Top of the Funnel and Middle of the Funnel — How to Capture Attention

To fully understand the customer acquisition process, we first need to answer the question: what is a marketing funnel? By definition, it is a structure that covers the top (Top of the Funnel — ToFu) and middle (Middle of the Funnel — MoFu) stages of the buyer’s journey. This is where a potential customer first comes into contact with your company.

In the past, activities at these stages were often viewed purely as brand-building efforts. Today, this approach has changed dramatically. A report by McKinsey & Company clearly shows that a well-designed full funnel is the primary growth engine for an organization. Marketing is no longer seen as a pure expense — it has become a strategic partner to sales, directly driving financial results by delivering valuable sales opportunities.

However, before this strategic impact translates into measurable revenue, the marketing funnel must fulfill its fundamental purpose: it must capture attention and convert an anonymous audience into potential customers who show initial interest in your brand. In practice, each stage of the marketing funnel includes:

· Building awareness: Using digital marketing channels (SEO, content marketing, social media) to reach a broad audience.

· Generating interest: Encouraging users to engage more deeply with the brand, for example by downloading an e-book or registering for a webinar.

· Nurturing: Providing valuable content that builds trust and addresses the challenges of potential customers.

This process continues until the prospect is qualified as an MQL (Marketing Qualified Lead) — a contact ready to be handed over to the sales team, but not yet for a direct sales conversation. Before an MQL becomes a fully qualified SQL (Sales Qualified Lead), it requires further nurturing — and the quality of this stage determines the effectiveness of the entire funnel.

What Is a Sales Funnel and How to Generate Revenue at This Stage

Once marketing has done its job, the sales team steps in. To understand the sales funnel, we need to look at the very bottom of the buyer’s journey — the Bottom of the Funnel (BoFu). An effective sales funnel begins exactly where marketing activities end: when a generated lead (MQL) is handed over.

At this stage, the direct work of the sales team is crucial. Their task is to turn the acquired contact into an active customer. Key activities at this stage include:

· Qualification: Verifying whether the MQL actually has a budget, a need, decision-making authority, and a defined purchase timeframe — the four criteria of the standard BANT framework — thus converting it into an SQL (Sales Qualified Lead).

· Offer: Preparing a tailored solution and presenting the added value of specific services or products.

· Negotiation: Addressing objections, adjusting terms, and building a business relationship.

· Closing: Signing the contract and finalizing the transaction.

Detailed guidance on how to properly structure and optimize this stage of customer acquisition is available in our dedicated guide: A Seamless Sales Funnel: How CRM Keeps Every Lead in Focus.

What Does This Look Like in Practice? Marketing and Sales Funnels

Imagine a company that manufactures industrial machines.

  • Marketing Funnel (ToFu/MoFu): A user comes across a blog article about optimizing production costs (Awareness). They then download a free ROI calculator, leaving their email address (Interest). Marketing sends a series of nurturing emails. Eventually, the user clicks a link to request a quote — becoming an MQL.
  • Sales Funnel (BoFu): The salesperson receives a notification in the CRM with the full history (they know what the user read and which calculator they downloaded). They call to verify the need (SQL Qualification). Because basic questions are already answered, they can move straight to the details. Negotiations begin and conclude with the contract being signed.

What Is the Difference Between a Sales Funnel and a Marketing Funnel?

Understanding the difference between the marketing and sales funnels requires looking at the key operational pillars of each department. While they together form an integrated conversion funnel, their priorities are distinct. The table below clearly shows how the two funnels differ:

Marketing Funnel(ToFu & MoFu)Sales Funnel (BoFu)
ResponsibilityMarketing teamSales team
Main GoalBuild reach, generate leads (MQLs), and nurture themLead qualification (SQL), deal closing, and revenue generation
Customer Relationship"One-to-many" model (mass/segmented communication)"One-to-one” model (direct, personalized interaction)
Key MetricCost per Lead (CPL), website traffic, engagement metricsWin rate, average deal value, sales cycle length
Cost per Lead (CPL), website traffic, engagement metrics

How to Build and Integrate Both Funnels for Higher ROI: The Role of SLA and CRM

Achieving full synergy between marketing and sales (so-called smarketing) is often limited by technological and organizational constraints. Even carefully planned processes lose efficiency when key customer data is scattered across independent systems and spreadsheets. These information silos can cause marketing-generated leads to lose value or become outdated by the time they reach sales.

Breaking down silos is fundamental. Equally important is establishing an internal SLA (Service Level Agreement) between marketing and sales. This is a clear, two-way agreement: marketing commits to delivering a specific quantity and quality of MQLs, while sales commits to contacting each lead within the agreed timeframe.

To prevent budget leakage and enforce SLAs effectively, modern organizations centralize their operations on advanced CRM platforms (e.g., Microsoft Dynamics 365). These platforms act as a digital backbone, connecting the top of the funnel with hard sales data in real time. Technology is meant to save salespeople time and free them from repetitive tasks, not replace human interaction. Automating administrative processes simply creates the essential space for people to focus on high-value activities.

If you want to learn more about how such solutions are architected from the ground up, check out our article: The Microsoft Dynamics CRM Ecosystem: What It Includes and How It Works.

Summary: Build Your Own Funnel and Conversion Architecture with SMART business

Seamlessly connecting marketing and sales activities is the key to building a profitable organization. Understanding where marketing ends and sales begins allows you to guide potential customers more effectively through the entire buying journey.

To fully optimize this shared funnel and truly increase sales, you need to centralize your data. However, simply purchasing a license for advanced software will not solve operational challenges. The system must be precisely mapped to your company’s unique processes.

This is exactly where SMART business experts come in. As an official Microsoft technology partner, the team designs data flow architecture so that the system becomes an invisible assistant.

If you want to see how professional CRM implementation by SMART business experts can accelerate your sales team’s work and help them close more deals — request a consultation. We’ll show you how to perfectly align tools with your sales funnel, so the system takes over administrative routine while your team gains time for what matters most: building customer relationships and generating measurable revenue.

Request a consultation

FAQ — Marketing and Sales Funnels

What is the difference between a marketing funnel and a sales funnel?

The main difference lies in the goal and the stage of the customer journey. The marketing funnel focuses on building awareness and generating leads (MQLs), while the sales funnel is responsible for direct negotiations and converting those leads into revenue.

At what point does the marketing funnel become the sales funnel?

The transition point between the two funnels is when a qualified lead (MQL) is handed over from marketing to sales. Sales representatives then verify the contact, and if it meets the business criteria, convert it into an SQL (Sales Qualified Lead).

What are the four main stages of the full customer journey?

One of the most commonly used models is AIDA, which divides the journey into: Attention, Interest, Desire, and Action. This model covers both marketing stages (ToFu/MoFu) and the sales stage (BoFu).

Is the sales funnel more important than the marketing funnel in B2B?

Neither is more important — they are interdependent. In B2B, the decision-making process is long, so without a strong marketing funnel, sales would have no leads to engage with. At the same time, without an effective sales funnel, marketing-generated interest would not translate into revenue.

Which metrics best measure the effectiveness of a marketing funnel?

Key metrics include Cost per Lead (CPL), website conversion rate, Cost per Click (CPC), and the total number of MQLs generated within a given period.

What is the difference between an MQL and an SQL in the funnel context?

An MQL (Marketing Qualified Lead) is a contact who has shown interest in marketing content and fits the ideal customer profile. An SQL (Sales Qualified Lead) is an MQL that has been further verified by a sales representative in terms of actual need, budget, and readiness to buy.

What tools support marketing and sales funnels?

The most common tools include Marketing Automation systems (for managing campaigns and lead nurturing) and advanced CRM systems (e.g., Microsoft Dynamics 365), which unify data and automate information flow between departments.

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