Core services
Enterprise Data Extraction

Scalable web, app and AI-powered collection across 40+ countries.

All 58 services →
New 2026
AI Training Data

Corpus building with provenance and opt-out compliance.

Learn more →
Free pilot
24-hour sample

We run collection on your own sources before you commit.

Get a sample →
58Services
40+Countries
DEVELOPER

Ready-Made Scrapers

Pre-built for top platforms. Self-serve, no setup.

View All →
TRY FREE

API Playground

Test endpoints instantly. No credit card.

Start Free →
28Tools
2SDKs
icons Delivery & SDKs
Streaming Crawl API Scheduler Realtime Alerts Webhook Delivery 🐍 Python SDK 💚 Node.js SDK
Need it managed instead?

Fixed monthly retainer, named engineer, no per-request metering.

Managed Data API →
Crex Data Scraping - Solving Accuracy and Data Consistency Issues in Cricket Analytics

Introduction

India's e-pharmacy market has become a serious channel. Tata 1mg, PharmEasy, Apollo 24|7, Netmeds and others now list a huge catalogue of medicines, supplements and wellness products — with discounts, substitutes and availability that shift constantly. For pharma brands, distributors and analysts, the pricing and availability shown on these platforms is a live, public signal about how products move through the fastest-growing part of the pharmacy channel.

This guide covers what can be tracked on Indian e-pharmacies, the use cases that matter, and how it's done responsibly in a sensitive category.

Scope note: this is about publicly listed product pricing, discounts, availability and substitution — not patient data, not prescriptions, not anything personal. Responsible pharma intelligence stays firmly on the public commercial data, and so do we.

What Can Be Tracked

Data Category Fields Why It Matters
Product Brand & generic name, composition, strength, pack size, manufacturer Map the competitive set for a molecule
Pricing MRP, selling price, discount %, platform offers Channel price positioning & discount depth
Availability In stock / out of stock, deliverable by pincode Distribution gaps & lost-sale signals
Substitution Suggested substitutes / generic alternatives shown Where a brand is being displaced by generics
Ratings & Content Rating, review count, product info & images Content compliance & VoC

Who Uses E-Pharmacy Data

Crex Data Scraping - Solving Accuracy and Data Consistency Issues in Cricket Analytics
1. Pharma Brands & Marketing Teams

Track a therapeutic area (say, anti-diabetes) across platforms: which brands list, at what price and discount, where they're out of stock, and which substitutes the platform surfaces. That's channel share-of-shelf for e-pharmacy.

2. Distributors & Supply Teams

Availability and pincode serviceability signals reveal distribution gaps and demand pockets, informing stocking decisions.

3. Analysts & Consultants

Pricing and assortment panels across e-pharmacies support market studies, pricing benchmarks and category research.

4. Compliance & Brand Teams

Monitor how products are represented — content accuracy, claims, pricing consistency — across platforms.

How Actowiz Delivers It

  • Molecule & brand mapping — products matched by composition and strength so a molecule's full competitive set is comparable across platforms.
  • Pincode-level availability — because e-pharmacy stock and serviceability vary by location.
  • Substitution capture — the alternatives a platform surfaces for a product, a key competitive signal.
  • Scheduled refresh — daily or weekly depending on how fast pricing and offers move.
  • Compliant scope — only publicly listed commercial data; no personal, prescription or patient information.

Real-World Example: An Anti-Diabetes Brand's Channel View

A pharma company wanted to see how its anti-diabetes brands were positioned across Indian e-pharmacies — pricing, discounts, availability and the substitutes platforms suggested. Actowiz delivered:

  • A molecule-level competitive map across major e-pharmacies, so the brand team saw every listed brand for the target compositions at a glance.
  • Discount-depth and availability tracking by platform and pincode, surfacing where the brand was out of stock or out-discounted.
  • Substitution signals — which generics the platforms recommended against the brand — a direct read on displacement risk.

"We could see our shelf in retail. E-pharmacy was a black box. Now we know exactly where we're being out-priced or swapped for a generic."

— Brand Manager, pharma company (name withheld)

Get a Free E-Pharmacy Data Sample

Tell us the molecules or brands and the platforms. We'll return a free sample — pricing, availability, substitutes — in CSV or JSON.

Request My Sample

Is E-Pharmacy Data Collection Compliant?

Actowiz collects only publicly displayed product, price, discount and availability information — the same data any visitor to the e-pharmacy site sees. We do not collect prescriptions, patient data or any personal information. Collection follows our responsible-scraping framework, and we scope sensitive-category projects carefully with clients.

Frequently Asked Questions

Which e-pharmacies do you cover?

Tata 1mg, PharmEasy, Apollo 24|7, Netmeds and other major Indian e-pharmacies, with coverage notes shared before scoping.

Can you track a whole molecule/therapeutic area?

Yes — products are matched by composition and strength, so you see the full competitive set for a molecule or therapy area across platforms.

Do you capture the substitutes platforms suggest?

Yes — suggested substitutes and generic alternatives are captured, since that's a direct signal of displacement risk for branded products.

Do you collect any patient or prescription data?

No. We collect only publicly listed commercial product data — no personal, prescription or patient information, ever.

See Your Brand's E-Pharmacy Shelf

Pricing, discounts, availability and substitution across India's e-pharmacies — publicly sourced, responsibly scoped.

Contact Us Today!

Conclusion

You can also reach us for all your mobile app scraping, data collection, web scraping , and instant data scraper service requirements!

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

Wegman's Grocery Product Data Extraction - How Retailers Can Turn Grocery Data Into Better Market Decisions

Wegmans Grocery Product Data Extraction helps retailers track prices, products, availability, and assortment changes to improve grocery market intelligence and decisions.

thumb
Case Study

How We Empowered a Leading Food Brand Using Scrape Ready-to-Cook Cut Veg Product Data from Blinkit TN for Smarter Product & Pricing Decisions

Track Scrape Ready-to-Cook Cut Veg Product Data from Blinkit TN to monitor prices, availability, SKUs, and trends for smarter retail insights.

thumb
Report

Brazil Car Rental Pricing Intelligence Report 2026

Brazil Car Rental Pricing Intelligence Report 2026 reveals rental price trends, market shifts, competitor rates, and opportunities for smarter pricing.

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.
Get in Touch
Let's Talk About
Your Data Needs
Tell us what data you need — we'll scope it for free and share a sample within hours.
  • icons
    Free Sample in 2 HoursShare your requirement, get 500 rows of real data — no commitment.
  • icons
    Plans from $500/monthFlexible pricing for startups, growing brands, and enterprises.
  • icons
    US-Based SupportOffices in New York & California. Aligned with your timezone.
  • icons
    ISO 9001 & 27001 CertifiedEnterprise-grade security and quality standards.
Request Free Sample Data
Fill the form below — our team will reach out within 2 hours.
+1
Free 500-row sample · No credit card · Response within 2 hours

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