Major shopping events like Black Friday and Cyber Monday bring a rush of discounts, changing promotions, and shifting product availability across ecommerce platforms. Last year, U.S. shoppers spent a record $11.8 billion online on Black Friday, up 9.1% from the previous year, while Salesforce tracked $79 billion in Black Friday spending worldwide. This year, Adobe expects U.S. Black Friday online spending to climb another 9.2%, reaching $12.9 billion. Shopee has its own calendar of major shopping events, including 10.10, 11.11, and 12.12. Competition on the platform is substantial: Shopee served approximately 20 million sellers in 2025, while the total value of merchandise sold grew 26.8% year over year. For sellers and brands, keeping up means knowing how competitors are pricing, promoting, and positioning their products, especially when the market is moving quickly.
That’s where competitive intelligence comes in: the practice of gathering and analyzing information about competitors, including their pricing, products, and market position, to make decisions based on evidence rather than guesswork. In ecommerce, a central part of that work is competitor price monitoring - tracking what rivals charge, which products they promote, and what’s available or out of stock.The challenge is keeping that information current and complete. Manually checking hundreds of listings takes hours, and prices may have changed by the time you’ve finished. Building your own scraper solves the manual work but introduces another burden: blocked requests, rate limits, website changes, and the engineering time required to keep everything running. As collection grows across more products and markets, maintaining the data pipeline can become just as demanding as analyzing the data itself.
That’s the work Titan takes off your hands. Titan’s managed Shopee scraping service takes care of the entire process, from extraction and processing to quality checks and delivery. You tell us which products and markets matter to you, and we handle the technical work of collecting that data and getting it into your systems. And you don’t have to commit before seeing what we can deliver. Start with a free proof of concept and receive a sample of your Shopee data, typically within 24 hours.
Request Your Free Shopee Data Sample →
Your Shopee data, collected your way
Most competitive intelligence platforms work with predefined datasets: selected products, standard fields, and fixed refresh schedules. That approach can be useful, but it also means working within the coverage and update frequency a provider has chosen for you. Titan works the other way around. You tell us which Shopee products, country sites, and data fields you need, how frequently you need them, and where you want the results delivered. We build the collection around those requirements, rather than asking you to adapt your analysis to a preset dataset.
Whether you’re monitoring competitor prices in Singapore, comparing product availability across Malaysia and Thailand, or tracking thousands of listings across multiple Shopee markets, Titan handles the collection and delivers structured data into your existing workflow.
Here’s what your Shopee data looks like
Instead of receiving a fixed dashboard or a generic market report, you get structured product records with the fields relevant to your analysis.
This is a real Shopee listing. From a single product page, Titan extracted 300+ data points, covering everything from prices, discounts, and stock levels to product specifications, shipping options, seller information, and customer reviews. We organize that information into structured records, tailored to the fields your team needs, so it’s ready for analysis rather than buried across hundreds of product pages.
With recurring collection, each delivery becomes another snapshot of the market. Compare those snapshots to see which prices changed, which products went out of stock, and how competing listings evolved over time.
But having the right data fields is only part of the equation. For those comparisons to be meaningful, the underlying collection needs to be consistent, timely, and accurate across the markets you’re monitoring. And that’s where scraping Shopee at scale becomes challenging.
Why Shopee data collection gets complicated at scale
A Shopee scraper that works for a handful of product pages can struggle when asked to collect thousands of listings every day. As volumes grow, the challenge shifts from simply retrieving information to maintaining consistent coverage, fresh data, and accurate results across different markets.
Four common obstacles can affect whether your competitor pricing data is complete, current, and usable.
1. Blocks: Missing records mean incomplete competitor coverage
- Marketplaces increasingly detect and restrict automated traffic, particularly when repeated requests originate from a limited number of addresses. And those defenses are getting stronger. According to Thales’ 2026 Bad Bot Report, bots accounted for 53% of web traffic in 2025, while 86% of scraping professionals surveyed by Apify and The Web Scraping Club reported an increase in anti-bot protections. For competitor price monitoring, blocked requests can mean failed collections, incomplete product pages, and missing records. Even a few gaps could mean overlooking a competitor’s latest discount or a change in product availability.
- How Titan handles it: Instead of relying on a small pool of data center addresses, Titan collects through a distributed network of residential connections, with request routing, rotation, and retries managed behind the scenes. Our team also monitors collection success and adjusts the setup when restrictions affect results, helping maintain reliable coverage as website defenses evolve.
2. Rate limits: Slower collection means older data
- Collecting thousands of pages from the same addresses can trigger rate limits, slowing requests or stopping collection altogether. To cope, scraping teams are investing in more infrastructure: 65.8% of surveyed professionals increased their proxy usage in 2025, while 58.3% increased their proxy budgets. But adding capacity comes at a cost. And the larger your product catalog, the more delays matter. If a collection takes too long to finish, prices captured at the beginning may already have changed by the time the final records arrive.
- How Titan handles it: Titan’s distributed residential network provides the capacity to collect across larger workloads without requiring you to source and manage multiple proxy providers. We configure collection volume and frequency around your catalog size and refresh requirements, helping keep data timely without adding another infrastructure burden to your team.
3. Location: The wrong market means the wrong prices
- Shopee operates across eight core markets, each with its own storefront, currency, product listings, promotions, and availability. A price collected from the wrong marketplace may tell you very little about your local competition. For businesses operating across countries, mixing those records can distort comparisons and lead to misleading pricing decisions.
- How Titan handles it: Titan’s geographically distributed residential network supports collection from the country markets you specify. Whether you’re monitoring Singapore, Malaysia, Thailand, or multiple Shopee storefronts, we configure collection around your target markets and keep the resulting records organized for accurate comparisons.
4.Maintenance: Every broken scraper costs engineering time
- Even a scraper that works today may break tomorrow when Shopee changes its page layouts or access requirements. Keeping an internal pipeline running means monitoring errors, updating extraction logic, managing infrastructure, and continuously checking data quality. That burden is growing. More than 62% of scraping professionals surveyed in 2026 reported higher infrastructure spending, driven in part by stronger anti-bot protections. Titan’s own web scraping cost guide estimates that maintenance can consume 10–40% of an engineer’s time, equivalent to roughly 15,000–68,000 annually at a fully loaded salary of 150,000–170,000, before infrastructure costs.
- How Titan handles it: With Titan’s managed service, maintaining the collection pipeline becomes our responsibility, not yours. Our team monitors collection performance, troubleshoots failures, and updates extraction processes as websites change. You get a partner responsible for keeping the data flowing, without dedicating your own engineers to scraper maintenance.
The result is a collection process designed around the measures that matter, so your team can focus on working with the data rather than keeping the pipeline running.
How it works: Four steps, from request to delivery
Getting started with Titan doesn’t require building a scraper or setting up your own infrastructure. We work with you to define the collection, test it against live Shopee listings, and establish a delivery process that fits your requirements. You can evaluate the results through a free proof of concept (POC) before committing to ongoing collection.
1.)Talk to a Titan specialist - Tell us which Shopee markets, products, and data fields matter to you, along with how frequently you need updates. Our team will help define the collection requirements and determine the best approach for your project.
2.) Start with a free proof of concept - Together, we’ll agree on the products, markets, fields, and collection volume to test. Titan then configures the collection around your requirements, giving you a chance to evaluate the service using your actual data needs.
3.)Receive a real data sample, typically within 24 hours - Titan runs your request against live Shopee listings and sends back a real sample of your data. Check the fields, accuracy, and format against your requirements, and tell us what to adjust before anything goes into production.
4.) Launch your collection - Once the sample meets your requirements, Titan handles ongoing extraction, processing, quality checks, and delivery according to the agreed scope. Whether you need data delivered into a cloud bucket, warehouse, or other supported destination, we work with you to integrate collection into your existing workflow. Most collections can be operational within approximately one week of the initial consultation.
See what Titan can collect for you. Talk to our team and request a free Shopee data sample.
Titan: Built for managed data delivery at scale
A successful test run is only the beginning. For businesses relying on competitor data day after day, the real test is whether collection keeps running and usable data arrives consistently without someone on their team having to oversee every step.
That’s the kind of work Titan already does at scale. Our managed Shopee collection supports 100,000+ product records per day, with collection, processing, quality checks, and delivery handled by our team.
That experience extends to even larger data collection projects, with enterprise customers relying on Titan to manage everything from extraction and processing to delivery.
- Bilibili, the NASDAQ- and HKEX-listed video platform, partnered with Titan to collect and deliver overseas video data. Within a week, Titan had its collection pipeline up and running, delivering processed and quality-checked data directly into Bilibili’s cloud storage. Since launching in August, Titan has delivered more than 3 petabytes of data. Read the Bilibili case study to learn more.
- Powverse, an AI training data company, partnered with Titan to establish an overseas data collection pipeline without building its own infrastructure or team. Titan had the pipeline operational within a week, allowing Powverse to start building datasets for its AI and finance customers. By the end of the first month, Titan had delivered 216 TB of collected and quality-checked data. Read the Powverse case study to learn more.
Across these projects, Titan manages the collection pipeline from requirements through delivery. Customers specify the data they need, while Titan handles the infrastructure, processing, and ongoing operational work required to get it into their systems. For your Shopee project, that means the same managed approach: you decide which competitors, products, and markets to monitor, and Titan takes responsibility for collecting and delivering the data
Know what your competitors are charging. Leave the collecting to Titan.
Black Friday, Shopee’s double-date sales, and everyday competition all have one thing in common: prices change, products sell out, and the information businesses rely on doesn’t stand still. Collecting that information shouldn’t require building and maintaining an entire scraping operation. With Titan, you can define exactly what you need, see a real sample before committing, and have the ongoing collection handled by a team experienced in delivering data at scale.
Tell us what Shopee data you need. We’ll show you what we can deliver.
Request Your Free Shopee Data Sample →
Need API access instead?
Building an application or integrating Shopee product data into your own workflow? Developers can use Titan’s Shopee Product Details Scraper on Apify to collect structured product information programmatically.
Explore the Shopee Scraper API →
Common questions about Shopee price monitoring
How do I monitor competitor prices on Shopee? Choose the competing listings you want to watch, collect their prices, stock, and ratings, and repeat the collection on a schedule so you can compare snapshots over time. With Titan, you tell a specialist which products, markets, and fields you need, and the runs are set up and delivered for you.
Can I see Shopee prices in other countries? Yes. Shopee shows different prices and stock by country, and Titan collects from each market you choose, so the competitor price data in your file matches what a local shopper sees.
What is competitive price intelligence? It is the practice of collecting and analyzing competitors’ pricing, promotions, and stock so you can set your own prices with facts. Reliable collection comes first, and analysis follows.
Where can I get competitor pricing data for Shopee? Titan collects it directly from Shopee’s public product pages in the markets you choose and delivers it in the format you ask for.
How do I export Shopee data to Excel? Titan delivers structured data as CSV or JSON, and CSV files open directly in Excel and Google Sheets. It can also go straight to a warehouse or an API if you prefer.
Is scraping Shopee legal? Titan collects publicly visible product information. Laws and marketplace terms vary by country and use case, so your own legal team should review your specific program.
