Actowiz Metrics Real-time
logo
analytics dashboard for brands! Try Free Demo
Navratri Mega Sale Price Tracking

Executive Summary

Foodservice operators depend on consistent supply. Restaurants, cloud kitchens, hotels and caterers run on tight procurement cycles — and even a single out-of-stock (OOS) SKU can disrupt production, increase costs or force buyers to switch brands. Yet availability varies daily across major B2B platforms because of warehouse shortages, vendor delays, cold-chain issues and region-specific demand spikes.

To address this, Actowiz Solutions built a real-time availability & OOS tracking system across India’s top foodservice B2B platforms such as Hyperpure, Swiggy Assure, LOTS Wholesale, Metro Cash & Carry, Walmart Best Price, JioMart B2B and Udaan. The goal was to give buyers accurate weekly availability insights, identify high-risk SKUs, track recurring OOS patterns and help businesses plan procurement ahead of time.

The study focused on December — a month when foodservice demand peaks due to weddings, events, holidays and increased dining activity.

This case study explains how Actowiz Solutions delivered real-time foodservice availability intelligence, mapped cross-platform OOS trends, and improved procurement planning for thousands of high-use kitchen ingredients.

Background

Foodservice supply chains are complex. Dairy, frozen foods, oils, bakery ingredients, beverages and staples move through:

  • Multiple vendors
  • Cold-chain storage
  • Region-specific warehouses
  • Multi-platform price systems
  • Temperature-sensitive logistics

This creates frequent fluctuations in SKU availability. Common causes include:

  • Sudden spikes in demand
  • Vendor-level replenishment delays
  • Expired batches removed from listing
  • Regional warehouse capacity issues
  • Category-level stocking gaps
  • Delivery slot restrictions

Restaurants and buyers needed a weekly OOS intelligence layer to avoid last-minute shortages and unstable procurement.

Actowiz Solutions deployed a structured tracking system to solve this across all major foodservice platforms.

Scope of Work

Navratri Mega Sale Price Tracking
Platforms Monitored
  • Swiggy Assure
  • Hyperpure
  • LOTS Wholesale
  • Metro Cash & Carry
  • Walmart Best Price
  • JioMart B2B
  • Udaan
Categories Analyzed (150+ SKUs)
  • Dairy
  • Cheese & cream
  • Frozen foods
  • Ready-to-cook snacks
  • Rice, atta & staples
  • Pulses & spices
  • Bakery ingredients
  • Beverages
  • Oils & ghee
  • Packaged foods
  • Sauces, dips & condiments
Brands Covered
  • Amul
  • Britannia
  • ITC Master Chef
  • Milky Mist
  • Hyfun
  • McCain
  • Gopal, Aashirvaad, Fortune
  • Local/regional suppliers

Actowiz Solutions’ Availability Tracking System

Our system is built to deliver accurate weekly availability intelligence across all platforms.

1. Real-Time OOS Monitoring

Tracks availability every 2–4 hours, capturing:

  • In Stock
  • Limited Stock
  • Out of Stock
  • Unavailable in Region
  • Temporarily Unavailable
2. SKU Normalization

Ensures all products are comparable:

  • Standard pack size
  • Per-kg normalization
  • Product type mapping
  • Brand alignment
3. Multi-Platform Matching

Matches identical SKUs across:

  • 8 B2B platforms
  • Multiple pack sizes
  • Various vendor listings
4. Weekly Trend Engine

Identifies:

  • SKUs with most OOS occurrences
  • Categories with highest shortages
  • Platforms with best availability
  • City-specific variations
5. Dashboard + Alerts

Clients get:

  • Weekly OOS summary
  • Daily critical alerts
  • Category heatmaps
  • Platform performance score

Sample Data Extracted

Table 1: Weekly OOS Summary (Illustrative)
SKU Category Platforms OOS OOS % Notes
Mozzarella 1kg (Milky Mist) Dairy 3/7 42% Weekend OOS
Fries 2.5kg (Hyfun) Frozen 2/7 31% High demand
Butter 500g (Amul) Dairy 4/7 57% Cold-chain gap
Atta 10kg (Aashirvaad) Staples 1/7 14% Stable
Cream 1L (D’Lecta) Dairy 2/7 29% Premium SKU
Table 2: Category-Wise OOS Rate
Category Avg OOS % Reason
Dairy 38% Cold-chain + high usage
Frozen 33% Weekend surge
Staples 12% Stable category
Bakery Ingredients 24% High seasonal demand
Oils 9% Bulk inventory stable
Table 3: Platform Availability Score (0–10)
Platform Score Notes
Hyperpure 8.9 Best availability
LOTS 8.3 Strong inventory
Metro 7.8 Good but fluctuates
Walmart 7.5 Consistent
JioMart B2B 6.9 Regional gaps
Swiggy Assure 6.2 Varies by city
Udaan 5.4 Vendor-dependent

Key Insights & Patterns

A. Dairy Shows Highest OOS Frequency

Mozzarella, processed cheese, butter, and whipping cream showed:

  • Peak shortages on weekends
  • Strong demand from QSR chains
  • Temperature-sensitive transport issues
B. Frozen Foods Face Weekend Volatility

2.5kg and 1kg frozen packs saw:

  • 40–65% OOS spikes
  • Friday–Sunday demand surge
C. Staples Show Strong Stability

Atta, rice, salt and oil rarely fluctuated.

D. Regional Variations Are Significant

Metro cities like Mumbai and Bengaluru had more OOS due to higher demand density.

E. Vendor-Level Differences Are High

Platforms like Udaan show:

  • 5–10 vendors per SKU
  • Quality & availability differences
  • Unstable stock patterns
F. Hyperpure & LOTS Perform Best Overall

They have:

  • Strong warehouse control
  • Better cold-chain infrastructure
  • Lower SKU volatility
G. December Festive Demand Amplifies All Categories

Wedding catering + holiday dining = double pressure on dairy and frozen SKUs.

Deep Dive: Category-Level Analysis

1. Dairy

Most volatile, due to:

  • Peak orders from cafés, pizzerias and cloud kitchens
  • Multiple daily replenishments
  • Cold-chain dependence

Frequent OOS SKUs:

  • Mozzarella 1kg
  • Butter 500g
  • Cream 1L
2. Frozen Foods

High usage in:

  • Restaurants
  • Cloud kitchens
  • Quick-service formats

Fries, nuggets, wedges and momos showed:

  • Friday–Sunday availability dips
  • High OOS on Hyperpure and Swiggy Assure
  • Strong performance on LOTS and Metro
3. Bakery Ingredients

Items like:

  • Yeast
  • Baking powder
  • Dough premixes
  • Cheese slices

Show seasonal spikes in December.

4. Spices, Staples & Oils

These categories were predictable, with minimal OOS issues except:

  • Premium basmati
  • Bulk ghee packs
  • 50kg flour bags in Delhi NCR

Actowiz Solutions’ Technical Execution

Real-Time Crawlers

Capture live availability every few hours.

AI-Based Anomaly Detection

Identifies sudden OOS spikes and abnormal changes.

SKU-Level Availability Mapping

Tracks every product across multiple wholesale platforms.

Platform Comparison System

Ranks platforms by:

  • Stability
  • Category performance
  • Vendor reliability
Weekly Reporting Engine

Includes:

  • OOS matrices
  • Trend charts
  • Category summaries
  • Platform scorecards
Automated Alerts

Sent when a SKU turns:

  • “Low Stock”
  • “Unavailable”
  • “Region Restricted”

Business Impact

  • Improved Procurement Planning
  • Businesses replaced guesswork with structured weekly OOS insights.

  • Reduced Last-Minute Shortages
  • Critical SKUs were stocked in advance.

  • Smarter Supplier Selection
  • Restaurants switched to platforms with better weekly reliability.

  • Stronger Vendor Negotiations
  • OOS analytics became negotiation leverage.

  • Optimized Bulk Buying
  • Buyers shifted to platforms with high consistency and lower volatility.

  • Higher Operational Stability
  • Better availability = fewer kitchen disruptions.

Why Actowiz Solutions Was the Right Fit

Actowiz delivered:

  • Accurate real-time foodservice data
  • Multi-platform coverage
  • Reliable SKU-level availability analytics
  • Weekly insight dashboards
  • Scalable OOS tracking for 150+ SKUs
  • Clean, normalized data architecture

Experts in foodservice availability intelligence, real-time tracking, and B2B OOS benchmarking, Actowiz Solutions helps food businesses make confident procurement decisions.

Conclusion

Availability & OOS tracking is essential for foodservice efficiency. With Actowiz Solutions’ weekly B2B OOS tracker, restaurants and wholesale buyers gained:

  • Full visibility into supply consistency
  • Better understanding of weekly shortages
  • Insight into platform performance
  • Predictive indicators for demand surges
  • Stronger procurement planning

This case study shows how real-time availability intelligence supports smarter, more stable operations across the foodservice ecosystem.

Social Proof That Converts

Trusted by Global Leaders Across Q-Commerce, Travel, Retail, and FoodTech

Our web scraping expertise is relied on by 4,000+ global enterprises including Zomato, Tata Consumer, Subway, and Expedia — helping them turn web data into growth.

4,000+ Enterprises Worldwide
50+ Countries Served
20+ Industries
Join 4,000+ companies growing with Actowiz →
Real Results from Real Clients

Hear It Directly from Our Clients

Watch how businesses like yours are using Actowiz data to drive growth.

1 min
★★★★★
"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"
TG
Thomas Galido
Co-Founder / Head of Product at Upright Data Inc.
2 min
★★★★★
"Actowiz delivered impeccable results for our company. Their team ensured data accuracy and on-time delivery. The competitive intelligence completely transformed our pricing strategy."
II
Iulen Ibanez
CEO / Datacy.es
1:30
★★★★★
"What impressed me most was the speed — we went from requirement to production data in under 48 hours. The API integration was seamless and the support team is always responsive."
FC
Febbin Chacko
-Fin, Small Business Owner
icons 4.8/5 Average Rating
icons 50+ Video Testimonials
icons 92% Client Retention
icons 50+ Countries Served

Join 4,000+ Companies Growing with Actowiz

From Zomato to Expedia — see why global leaders trust us with their data.

Why Global Leaders Trust Actowiz

Backed by automation, data volume, and enterprise-grade scale — we help businesses from startups to Fortune 500s extract competitive insights across the USA, UK, UAE, and beyond.

icons
7+
Years of Experience
Proven track record delivering enterprise-grade web scraping and data intelligence solutions.
icons
4,000+
Projects Delivered
Serving startups to Fortune 500 companies across 50+ countries worldwide.
icons
200+
In-House Experts
Dedicated engineers across scrapers, AI/ML models, APIs, and data quality assurance.
icons
9.2M
Automated Workflows
Running weekly across eCommerce, Quick Commerce, Travel, Real Estate, and Food industries.
icons
270+ TB
Data Transferred
Real-time and batch data scraping at massive scale, across industries globally.
icons
380M+
Pages Crawled Weekly
Scaled infrastructure for comprehensive global data coverage with 99% accuracy.

AI Solutions Engineered
for Your Needs

LLM-Powered Attribute Extraction: High-precision product matching using large language models for accurate data classification.
Advanced Computer Vision: Fine-grained object detection for precise product classification using text and image embeddings.
GPT-Based Analytics Layer: Natural language query-based reporting and visualization for business intelligence.
Human-in-the-Loop AI: Continuous feedback loop to improve AI model accuracy over time.
icons Product Matching icons Attribute Tagging icons Content Optimization icons Sentiment Analysis icons Prompt-Based Reporting

Connect the Dots Across
Your Retail Ecosystem

We partner with agencies, system integrators, and technology platforms to deliver end-to-end solutions across the retail and digital shelf ecosystem.

icons
Analytics Services
icons
Ad Tech
icons
Price Optimization
icons
Business Consulting
icons
System Integration
icons
Market Research
Become a Partner →

Popular Datasets — Ready to Download

Browse All Datasets →
icons
Amazon
eCommerce
Free 100 rows
icons
Zillow
Real Estate
Free 100 rows
icons
DoorDash
Food Delivery
Free 100 rows
icons
Walmart
Retail
Free 100 rows
icons
Booking.com
Travel
Free 100 rows
icons
Indeed
Jobs
Free 100 rows

Latest Insights & Resources

View All Resources →
thumb
Blog

Real Estate Data Intelligence: How Zillow, Redfin & Realtor.com Compete on Listings

Inside the real estate data battle - how Zillow, Redfin, Realtor.com, Compass, and emerging proptech platforms compete on listings, pricing accuracy, and market intelligence.

thumb
Case Study

How We Helped a Brand Unlock Location Intelligence for Expansion With Buc-ee's Locations Data Scraping in the USA in 2026

Buc-ee's locations data scraping in the USA in 2026 helps brands unlock location insights, optimize expansion strategies, and gain a competitive edge.

thumb
Report

Mother's Day 2025 E-commerce Insights — What Brands Should Expect in 2026

Mother's Day 2025 E-commerce Insights report — 47,000+ SKUs across 12 platforms. Pricing, discounts, stock-outs & what brands should expect in 2026.

Start Where It Makes Sense for You

Whether you're a startup or a Fortune 500 — we have the right plan for your data needs.

icons
Enterprise
Book a Strategy Call
Custom solutions, dedicated support, volume pricing for large-scale needs.
icons
Growing Brand
Get Free Sample Data
Try before you buy — 500 rows of real data, delivered in 2 hours. No strings.
icons
Just Exploring
View Plans & Pricing
Transparent plans from $500/mo. Find the right fit for your budget and scale.

Request Free Sample Data

Our team will reach out within 2 hours with 500 rows of real data — no credit card required.

+1
Free 500-row sample · No credit card · Response within 2 hours