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Introducing the AI-Driven Product Recommender to Maximize Basket Size at Every Outlet

We are thrilled to introduce our latest innovation, the Product Recommender, designed to transform the way businesses optimize their product offerings and enhance sales productivity.

AI in FMCG: How AI is Transforming Your FMCG Sales and Field Operations

May 22, 2025
Priyanka Allu

Let’s admit it — field sales is one of the toughest jobs.

From tight schedules to store visits and order taking, the pressure to ensure sales targets are met is for real. On top of this, ensuring perfect in-store execution, and building strong retailer relationships, all within the limited timeframe can feel overwhelming.

To succeed in this competitive environment—Your salesmen need something that takes the pressure off and streamlines their day-to-day activities.

This is where Sales Force Automation (SFA) steps in simplifying everyday tasks, in just few taps. The latest addition to their tool kit is Artificial Intelligence (AI) that analyzes, tracks and suggests recommendations backed with data—reducing time taken in decision-making and boosting efficiency.

Also Read: Complete Guide to Sales Force Automation Software

In this article, we will delve into why companies are doubling down on AI-powered SFA and how AI is transforming the future of field sales operations. We will also explore real-time use cases of AI in FMCG Sales, boosting efficiency and decision making.

Why FMCG Companies Invest in SFA with AI

The Fast-Moving Consumer Goods (FMCG) industry is constantly challenged with increasing competition and evolving consumer preferences. Ensuring product availability across all touchpoints is key to customer retention.

To stay ahead in the game and gain a competitive edge, FMCG companies must go beyond traditional selling. This is where AI-powered SFA brings in the change, empowering companies to drive sales with intelligent and data-driven strategies.

According to the Infosys report, ‘AI and the FMCG Business’, ‘89% of FMCG companies consider AI as critical as of 2023’ and already invested in AI-led software solutions to meet the growing consumer demands.

Here’s why it matters;

Over 80% of FMCG sales come from general trade— i.e. sales from nearby kirana stores and small retailers. These outlets are vital for market expansion, but tough to manage without the right technology.

Unlock the Ultimate RTM Vendor Selection Strategies from Top CPG Leaders

How AI-powered SFA Helps Your Field Sales Team Boost Efficiency?

AI is accelerating the game for field sales. By converting raw data into actionable insights and data, AI empowers your sales team to make smart, quick and informed decisions.

While SFA automates and digitizes everyday tasks, improving accuracy, AI takes it a step ahead. It adds intelligence to automation—enabling your sales team to maximize every opportunity and boost efficiency.

Here Are Top 9 Real-World Use Cases of How AI Transforming Field Sales Operations

Sell more: AI helps your salesman identify what products to pitch and how much, based on outlet profile, past purchase data and nearby outlet purchase trends— maximizing every visit.
Minimize opportunity miss: AI alerts salesman in case of missed outlets or must-sell SKUs, helping avoid gaps in execution.
Speeds-up decision making: With real-time suggestions and insights, AI makes decision-making an easy task backed by solid data.
Save time: AI guides salesmen with efficient route maps, enabling them to cover more.
Boost productivity: AI tracks your sales team activities in real-time and nudges supervisors/sales managers to take action, in case of inactivity.
Stay informed: AI keeps you informed and catch de-growth early, helping you identify the cause and course correct faster.
Detect fraud: AI tracks patterns in real-time and alerts you in case of a sudden surge in sales, allowing you to detect anomalies and take actions on time.
Disaggregate targets: AI helps in disaggregating targets across all levels— from National Sales Manager to field sales team—keeping all aligned with business goals.
Automate tasks: AI auto-sequences outlets based on visit pattern and sales probability, helping salesmen choose the best route for the day.

These are just a few of the many ways AI is helping you boost sales efficiency—from strategy to execution.

So, what should you look for in an AI-powered SFA tool?

We have listed down 5 essential functionalities every modern SFA solution must offer to drive real impact on the ground.

5 Key Functionalities Sales Force Automation Offer

Did You Know?

Your salesman spends almost 25% of his time on manual admin work, such as report generation, data syncing, etc. While these tasks can and should be automated, freeing up a lot of time for your sales team to focus on core activities, i.e., selling.

Modern Sales Force Automation (SFA) tools are built to streamline the daily tasks of your field sales team. They simplify operations, improve order accuracy, and drive retail execution.

But when integrated with AI it transforms efficiency into performance.

Let’s explore the top 5 features of a smart SFA solution and highlight where AI truly adds value.

1. Order Taking and Management

SFA digitizes order taking, by enabling salesmen to place orders in just few taps. Visual cues in SFA makes it easy for salesmen to identify products and place right orders, improving accuracy and efficiency.

Key features include;

Product images displayed while taking the orders: Helps salesmen to quickly identify the right SKUs and ensure correct variant selection (e.g., 360ml pink vs. 100ml yellow shampoo).

Real-time Stock visibility at Distributor level: Prevents order placements for unavailable SKUs at distributor point, minimizing errors and improving order fulfilment rates.

Active Scheme visibility: Enables salesmen to increase average order value, improve retailer experience and boost scheme adoption rate, thus sales.

Must-Sell SKU (MSS) and New Product Launch (NPL) Visibility: Helps salesmen focus on high-priority products. This ensures optimal basket size, boosts productivity, and drives better execution of strategic product pushes—leading to stronger market penetration and higher adoption of new launches.

Retailer Credit Information: Enables smarter decisions by flagging outstanding payments, helping prevent over-committing stock to retailers with credit issues. This transparency also encourages timely collections and better payment discipline.

While these key features help salesmen drive efficiency with quick actionable insights, they do not help in boosting sales and improving product assortment.

Here’s where AI steps in;

How AI Product Recommenders Help FMCG Sales Teams to Sell More

Imagine this;

What if your sales team knew exactly what to sell, where, and how much—all in just one click? That’s the kind of efficiency that AI can bring about in your regular field sales day.

Key Benefits of AI Product Recommender;

Makes upselling and cross selling more intuitive

Personalizes the buying experience for each retailer

Increases order size by reminding salesmen of missed opportunities

Furthermore, with access to retailers purchase history, salesmen can spend more time in strengthening retailer relationships and introducing new product launches or schemes for sales boost.

Also Read: Learn how Botree AI Product Recommender Help Salesman Increase Basket Size at Every Outlet

2. Beat Planning and Route Optimization

There are over 12 million+ retail stores in India. For salesmen to cover all the outlets mapped by their company, a structured approach is required.

Without a proper plan, you not only risk from;

Missed sales opportunities,

poor outlet coverage, and

Making the most from your salesmen’s potential

This is where Beat Planning and Route Optimization comes in. Together, these tools form the backbone of a high-performance sales strategy.

How it helps?

Pre-defined Beats ensures no outlet is missed, offering sales team a clear plan for the day and month.

Smart Route Maps saves time spent on travelling and reduce operational costs

Outlet Coverage Visibility helps managers and salesmen track billed vs. unbilled outlets

Consistent Retail Servicing across markets, improving retailer satisfaction and experience.

The result?

Better coverage, reduced operational costs, and a more productive sales team.

Real Example:

Here’s how a leading FMCG brand improved their outlet coverage by 2X with efficient beat planning and route optimization.

MK Agrotech, known for renowned brands including Sunpure (sunflower oil), Riso (rice-bran oil), wheat flour and other products added over 35k+ outlets within a few months of implementing Botree SFA. How?

While analyzing their database, MK Agrotech identified retail execution gaps, resulting in poor outlet coverage. With Botree SFA, MK Agrotech enhanced billed and unbilled outlet visibility for their sales team. This visibility helped salesmen clearly identify outlets that were unbilled and convert them into sales.

Read Case Study

Now here’s the thing!

Even with planned beats and optimized route, sales conversion from all the outlets is still a probability.

But what if your sales team had the power to identify the outlets that are most probable to place purchase orders? That 2X efficiency and more sales!

With AI integrated to your SFA, you can turn your route planning from structured to strategic.

How AI is Revolutionizing Route Optimization and Beat Planning?

AI analyzes routes, order history, and also salesmen visit patterns to suggest personalized route map and outlet sequence based on high-potential outlet.

What AI enables?

Suggests Best Routes to save time and reduce travel redundancy

Identifies High-Probability Outlets, helping salesmen to focus where conversions are most likely

Auto-Sequences Outlets based on visit history, location clusters, and available time

Estimates Time Per Beat, giving your sales team with flexibility to choose the most efficient path

How Smart Beat Planning & Automation Helps Boost Sales

Learn More

3. Performance and Attendance Tracker

Field sales can become monotonous with salesmen following the same beats and repeating the same tasks every day. Over a period, this monotony can lead to disengagement and impact sales performance.

What your team requires is a real-time visibility into their targets, achievements and a little push from sales managers.

Here are some of the key features to look for in SFA that make field sales interactive and performance driven.

1. Gamification

Turn routine activities into challenges with game-like elements such as leaderboards, badges, points and more. Recognize and reward achievements, keeping motivation high amongst team members.

2. Target Vs Achievement Dashboard

Give your sales team a clear view of where they stand, with real-time targets vs achievements dashboard. This visibility promotes goal ownership and accountability.

Key Benefits

Enables quick adjustments if sales targets are not met
Drives continuous performance improvement

Track Attendance

Knowing where your sales team are and whether they are engaged in field activities is critical. With GPS-enabled check-ins and tracking, SFA allows you to be in the know and maintain field discipline.

Challenge?

With supervisors occupied with multiple tasks—managing the entire team’s activities can be overwhelming. That’s where smart notification and nudges come in as a helping-hand.

How Smart Notification help in boosting sales team performance?

Nudges supervisors to take action when it identifies inactivity or underperformance. This allows them to step in only when needed, identify ground reality and push their sales team to meet the target.

Prompts salesmen on missed SKU and schemes available, boosting sales

Notifies supervisors or sales managers on leave requests, allowing them to accept leaves on the go and adjust the day’s schedule.

Notifies and reminds salesmen in case they have missed marking the attendance

Also Read: How AI-Driven Smart Nudges Can Boost Your Sales Team Performance and Sales

How Nabati Increased Sales Productivity by 37.5% using Botree SFA

Read Case Study

4. Visual Merchandizing and Compliance

In retail, what gets seen, gets sold. Ensuring product visibility across a customer viewpoint is key to success. And this makes visual merchandising and planogram compliance critical to FMCG success.

With the right SFA solution, companies can:

Ensure planogram compliance

Achieve perfect in-store execution and

Maximize from each outlet.

How it helps?

With merchandizing, companies can evaluate market trends and strategize production planning backed by data. It helps companies in;

Identifying execution gaps instantly, allowing for quick corrections

Evaluate SKU movement by region, outlet type, or time period

Analyze consumer preferred product range, such as flavors, unit metrics (kg or liter) based on different outlet type and region.

Guage on competitor product placement, promotions, pricing and number of stocks.

While the benefits of merchandizing and ensuring compliance are many, data accuracy plays a key role in effective business strategy.

Here’s the Game-Changer: AI-Powered Image Recognition

With integrated AI-powered image recognition technology in SFA, companies can eliminate manual intervention and access accurate data.

With AI-powered image recognition feature, salesmen just need to capture the shelf image, and AI will automatically detect on-shelf availability (OSA) and shelf-share.

Example:

If your mango-flavored beverage is underperforming in a region during summers, shelf share insights derived based on image recognition, help you identify whether it’s due to poor shelf visibility, out-of-stock issues, or competitor dominance — and take corrective action instantly.

Result?

Quicker execution audits

Improved compliance scores

Competitive advantage through data-driven shelf strategy

Also Read: How Botree SFA Competitive Stock SOS% helps you win the battle of shelf space

5. Reports and Analytics

In field sales, timely insights can mean the difference between meeting or missing your monthly targets. SFA dashboards show you what’s working and what needs fixing — in just a glance.

What you can track effortlessly:

Primary Vs secondary sales performance

Coverage gaps and unbilled outlets

SKU-wise contribution to revenue

Scheme performance and adoption

Outlet-wise buying behavior

While SFA helps you with capturing data, AI helps you in analyzing and taking necessary actions on time. With AI integration in SFA, your data becomes predictive and prescriptive.

What AI does for analytics:

Highlights SKUs or regions at risk of de-growth

Forecasts demand based on historical trends and buying patterns

Flags sales anomalies, seasonality patterns, and performance outliers and do much more.

Looking for an SFA that actually has all these features and integrated with AI?

Try Botree SFA

About the Author

Meet Priyanka Allu, our in-house content marketing specialist. With a background in literature and communications, Priyanka brings in her expertise in crafting compelling brand narratives and engaging content across various marketing channels. Outside of work, you can find her quickly escaping from the mundane city life by the beach or mountains, spending quality time with loved ones.

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AI in FMCG: How AI is Transforming Your FMCG Sales and Field Operations

Share:

Why FMCG Companies Invest in SFA with AI

According to the Infosys report, ‘AI and the FMCG Business’, ‘89% of FMCG companies consider AI as critical as of 2023’ and already invested in AI-led software solutions to meet the growing consumer demands.

Here’s why it matters;

Unlock the Ultimate RTM Vendor Selection Strategies from Top CPG Leaders

How AI-powered SFA Helps Your Field Sales Team Boost Efficiency?

Here Are Top 9 Real-World Use Cases of How AI Transforming Field Sales Operations

5 Key Functionalities Sales Force Automation Offer

Did You Know?

1. Order Taking and Management

Key features include;

How AI Product Recommenders Help FMCG Sales Teams to Sell More

Key Benefits of AI Product Recommender;

2. Beat Planning and Route Optimization

How it helps?

The result?

Real Example:

Now here’s the thing!

How AI is Revolutionizing Route Optimization and Beat Planning?

What AI enables?

3. Performance and Attendance Tracker

1. Gamification

2. Target Vs Achievement Dashboard

Track Attendance

How Smart Notification help in boosting sales team performance?

4. Visual Merchandizing and Compliance

How it helps?

Here’s the Game-Changer: AI-Powered Image Recognition

Example:

Result?

5. Reports and Analytics

What you can track effortlessly:

What AI does for analytics:

About the Author

Priyanka Allu

Senior Specialist - Content Marketing

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