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Real-Time Regional Insights with Customizable E-commerce Dashboards

Challenge: Unseen Price Gaps and Lost Margin Opportunities

Introduction

In India’s hyper-competitive grocery market, retailers constantly battle razor-thin margins. Blinkit, known for its ultra-fast deliveries and dynamic pricing, sets the pace for retail grocery pricing in urban centers. But for local retailers, especially those without real-time visibility into these price shifts, this race is often one-sided.

A mid-sized grocery retail chain in Delhi NCR approached Actowiz Solutions with a clear pain point:

Client Testimonial

"We suspect Blinkit is undercutting us with smart, location-based discounts. But without real-time price visibility, we’re flying blind."

Owner, Regional Grocery Chain (20+ outlets)

Actowiz Solutions’ Approach: Real-Time Blinkit Price Monitoring

Actowiz deployed a custom web scraping solution to extract pricing, SKU availability, and discount metadata across Blinkit for target locations. The project focused on:

  • SKU-level price tracking
  • Hourly price fluctuations
  • Availability gaps
  • Discounted vs MRP trends
  • Location-wise variations

Technology Stack & Methodology

The-Client
  • Platform Scraped: www.blinkit.com
  • Regions Targeted: Delhi NCR, Noida, Gurgaon, Faridabad
  • Tools Used: Python, BeautifulSoup, Selenium, Proxies, Cron Jobs
  • Data Output: Daily CSV + API feed into Power BI dashboard

Sample Extracted Data (Snapshot)

SKU Name Blinkit Price MRP Discount Availability Pincode
Amul Butter 500g ₹260 ₹275 ₹15 In Stock 110096
Maggi Noodles 70g ₹12 ₹14 ₹2 In Stock 110092
Tata Salt 1kg ₹22 ₹28 ₹6 Out of Stock 110091
Surf Excel 1kg ₹199 ₹215 ₹16 In Stock 110093

Implementation Phases

Phase 1: SKU Selection & Benchmarking
  • Identified top 500 SKUs across grocery, dairy, snacks, beverages, and personal care
  • Matched SKUs with retailer’s inventory and ERP codes
Phase 2: Location Mapping
  • Targeted 10 key pin codes where client outlets operate
  • Scraped Blinkit’s location-based catalogs hourly using proxy rotation
Phase 3: Price Intelligence Dashboard
  • Integrated price deltas, stockouts, and frequency of changes
  • Created a “Discount Heatmap” for decision-making

Insights Unlocked

The-Client
1. Blinkit Changes Prices Hourly – Mostly Post 6 PM
  • Retailer realized pricing spikes occurred in the evening, likely to capture last-minute orders
  • They revised their own evening pricing promotions accordingly
2. 15% of SKUs Were Priced Lower on Blinkit for Same Region
  • Example: Parle-G 10 Rs Pack was regularly priced at ₹9 on Blinkit vs ₹10.5 at the retailer
  • Retailer applied zone-based price corrections
3. 22% SKUs Frequently Showed “Out of Stock”
  • Retailer targeted these items in real-time ad campaigns like:

“Out of stock on Blinkit? Find it instantly in-store!”

4. Price Anomalies in Private Label Products
  • Blinkit’s own label (e.g., “Good Good” brand) undercut popular FMCG products by 10-30%
  • Actowiz helped the retailer run a side-by-side price comparison campaign

Impact on Business

Metric Before Scraping After Scraping YoY Change
Gross Margin on Top SKUs 14.2% 18.6% +4.4%
Average Discount Accuracy Poor (Guesswork) Targeted Improved
Ad Campaign ROI 2.1x 3.8x +80.9%
Lost-to-Blinkit Complaints Weekly 20+ Weekly <5 –75%

Client Testimonial

"Thanks to Actowiz, we’ve stopped reacting late to Blinkit’s price moves. Now we’re playing offense, not defense."

– Head of Pricing, NCR Grocery Chain

Ongoing Use Cases

  • SKU-wise promotion planning: Retailer now sets daily Flash Deals based on Blinkit price gaps
  • Zone-wise price tweaking: Enables pricing by pin code, not blanket MRP
  • Bundle campaign ideas: Detects Blinkit’s bundle deals and counters them with smarter combos
  • Competitor benchmarking: Expansion underway for Zepto and Amazon Fresh using similar scraping logic

Visual Sample: Price vs Availability Heatmap

(to be added in PDF or web layout)

Color-coded map showing:

  • Red = SKUs consistently overpriced
  • Green = SKUs with smart margin plays
  • Gray = Blinkit stockouts = opportunity for in-store push

Actowiz Advantage

Why clients like this retailer choose Actowiz Solutions:

Hyperlocal data capture – pin code precision

Real-time alerts – pricing intelligence without delay

Dashboards + APIs – ready to plug into internal pricing tools

Compliance-safe scraping – mimics human behavior, bypasses bot blocks

Custom retention dashboards – track price history, not just point-in-time

Lessons for Other Retailers

  • Don’t ignore Q-commerce pricing—they update faster than you
  • Web scraping isn’t illegal when done respectfully & ethically
  • Hyperlocal pricing is the next battleground
  • Price monitoring is now a competitive weapon, not a luxury
Get started with a free demo of Blinkit scraping intelligence for your region.
Contact Us Today!

Next Steps for Retailers

If you're a retailer selling grocery or FMCG products in India—especially in metros like Delhi, Mumbai, or Bengaluru—it’s time to act:

Identify your top-selling SKUs

Map your delivery/serviceable areas

Let Actowiz Solutions track prices every hour, per pin code