Industry overview
Data Extraction for Telecom Operators
Telecom is the category where pricing and promotion decisions affect hundreds of millions of subscribers, and one competitor's new plan can reset the market within 48 hours. Plans change by city, by circle, by device, by bundle, by month.
Hourly competition
A single prepaid data plan from a major carrier can have 20 variants across geographies, validity periods, data caps, and promotional overlays. Multiply that across postpaid, broadband, fiber, DTH, enterprise, and device bundles, and a single carrier's public price surface runs into thousands of tariff combinations.
Operational necessity
Competitive pricing intelligence in telecom is not a monthly scorecard. Launch response windows are measured in days.
Every platform, every city
This is the landscape we extract data from. Every day, across every carrier website, carrier app, and reseller channel where plans, coverage claims, and device offers are published.
Key platforms in this space
When a competitor launched a ₹299 tariff with 25% more data in a single circle, carriers that detected the move within 24 hours and responded with a matched plan held their port-in/port-out ratio. Carriers that reacted a week later lost three quarters of subscriber share recovery. In telecom, the 72 hours after a competitor launch are worth more than the next three months of marketing.
Use cases
Data extraction use cases
Every function in a telecom company benefits from knowing what competitors are doing. From pricing teams to category managers to operations leads, here are the ways competitive data drives decisions.
Plan pricing monitoring
Track every prepaid, postpaid, broadband, fiber, and enterprise plan across every competitor carrier, by circle, by city, by validity, by data cap. Your pricing team sees every tariff change as it goes live, not when it appears in internal rate cards weeks later.
Plan launch detection
Monitor carrier websites and apps for new plan launches. Detect the moment a competitor introduces a new tariff, understand pricing, data allowance, validity, and bundled offers, and feed launch intelligence into your pricing and product teams within the launch window.
Device and bundle tracking
Extract competitor device pricing, exchange offers, EMI plans, bundle structures, and postpaid-plus-device economics across every carrier. Benchmark your own device offers against the live market so iPhone and flagship launches are priced competitively from day one.
Promotional intelligence
Track every cashback offer, bank tie-up, credit card promotion, festival sale, and limited-time tariff discount competitors run. Your marketing team sees competing campaigns as they launch and plans counter-promotions with full visibility on discount depth and duration.
Coverage and 5G claim benchmarking
Extract competitor coverage maps, 5G launch claims, network speed promises, and quality-of-service benchmarks from carrier websites. Benchmark your marketing and coverage claims against competitors and identify where your own claims need to catch up or where competitor claims overstate reality.
Family and group plan analysis
Monitor family plan structures, group discounts, and multi-line pricing across competitors. Understand how aggressively rivals price multi-line plans to lock in households and benchmark your own family-plan economics.
FTTH and broadband monitoring
Track fiber-to-the-home and broadband pricing, speed tiers, installation fees, and bundle structures across every competitor in every city. Catch new broadband plan launches, speed upgrades, and coverage expansions as they happen.
DTH and bundled service tracking
Extract DTH, OTT-bundle, and triple-play offerings across carriers. Understand which streaming services, entertainment bundles, and content partnerships competitors leverage to differentiate and benchmark your own content-plus-connectivity strategy.
Port-in promotions and retention offers
Monitor port-in promotional offers, sign-up bonuses, and win-back campaigns competitors run. Feed your retention team with data on how aggressively rivals are chasing your subscribers and calibrate counter-retention campaigns with real benchmarks.
Enterprise and B2B plan tracking
Extract enterprise tariff disclosures, SME plans, and B2B bundle structures where they are publicly visible. Benchmark your enterprise offerings against competitor published tariffs and track how the enterprise pricing landscape shifts alongside retail.
Store and channel execution audits
Audit how competitor plans are presented across online stores, retailer partners, and carrier apps. Identify differences between headline pricing and actual final prices, catch misrepresented plans at channel partners, and feed channel audits into your own execution teams.
Roaming and international offer tracking
Extract competitor roaming plans, international calling offers, and cross-border bundle pricing. Benchmark roaming economics across the travel seasons and identify where competitor roaming offers are pulling high-ARPU subscribers away.
These are the most common use cases. Every engagement is scoped to your specific needs. If you have a use case not listed here, we will build it.
Data landscape
The data we extract
Here is what a structured competitive data feed looks like for telecom. We extract, clean, deduplicate, and deliver every data point listed below, across every carrier, every plan category, and every geography you monitor.
This is a representative sample of the data we extract. We customize every extraction to your exact requirements. If you need a data point not listed here, we will add it to your pipeline.
Delivery formats
You tell us how you want the data. We handle everything else.
Impact
Why competitive data matters
The difference between having competitive intelligence and operating without it is measurable in revenue, market share, and speed.
With competitive intelligence
What you gain
Without it
What you risk
Challenges
Why telecom data extraction is hard
If extraction were easy, you would do it yourself. Here is why it is not.
Carrier website complexity
Every carrier website is architected differently, with dynamic pricing, geo-gated content, session-based personalization, and language variations. Extracting structured tariff data requires site-specific engineering per carrier, not generic scraping. Sustained coverage across 10+ carriers requires continuous maintenance.
App-locked plans and offers
A significant share of telecom promotional pricing lives behind carrier mobile apps, not on public websites. App-only offers, loyalty discounts, and app-exclusive device bundles are invisible to web-only extraction. Capturing them requires API-level interception of carrier apps.
Circle and geography fan-out
In markets like India, plans and pricing vary by telecom circle; in the US, by carrier footprint and regional promo. Extracting the true competitive picture requires running parallel extraction from every relevant geography, not just a single national view.
Rapid plan churn
Carriers introduce, modify, and retire plans constantly, sometimes within days. Monthly extraction misses most of the short-lived promotional overlays. Meaningful competitive intelligence requires daily or weekly extraction with first-seen date preservation for launch detection.
Device bundle complexity
Device bundle economics — down payments, exchange offers, EMI rates, postpaid commitments, and bundled service months — require simulating the full purchase flow across every carrier's device store. Extracting full bundle economics is more complex than extracting base tariffs and most vendors do not handle it well.
Coverage-claim verification
Coverage maps and 5G claims often live in interactive, geo-limited web tools rather than static pages. Extracting structured coverage data requires running geographic queries against each carrier's coverage tool and normalizing results, not simply scraping a landing page.
Anti-bot and anti-scraping defenses
Carrier websites and apps invest in bot detection, particularly for pricing and coverage pages where competitors are monitoring. Maintaining sustained extraction requires continuous adaptation to platform defenses. One-time implementations fail within weeks.
Why us
Why Clymin for telecom
We are not a tool. We are the team you call when the data matters too much to get wrong.
We solve what others can't
Telecom competitive intelligence needs carrier-specific extraction, app-level coverage, geography fan-out, and device-bundle depth. We handle all of it. When other vendors say they only cover base tariffs or only web-visible plans, that is where we start.
You pay only for data delivered
No setup fees, no customization charges, no platform fees. One metric: cost per record. If we do not deliver, you do not pay. Your cost scales with your actual data consumption, nothing else.
We protect your identity
We do not display customer logos or names anywhere. In telecom, competitive intelligence is especially sensitive — carriers have dedicated teams monitoring extraction traffic tied to competitors. Your identity is protected. That is a promise, not a policy.
We prove it before you pay
No pitch deck replaces real output. We offer a free pilot: your carriers, your geographies, your plan categories, our execution. You evaluate the quality, coverage, and freshness of the data, then decide.
100B+
Data points extracted
24/7
Pipeline uptime
Real-time
Data delivery
100K+
Points of interest covered
Proven at enterprise scale. We operate continuous competitive intelligence infrastructure for one of the world's largest quick commerce platforms.
See what telecom intelligence looks like for your pricing team
Free pilot. 1-3 day turnaround. Your carriers. Your geographies. Our execution.
FAQ
Telecom data extraction FAQ
We extract from every major carrier globally. India: Jio, Airtel, Vi, BSNL. United States: T-Mobile, Verizon, AT&T, Mint Mobile, Cricket, Metro. United Kingdom: Vodafone, EE, O2, Three. Europe: Orange, Deutsche Telekom, Telefonica. Middle East: Etisalat, STC, Ooredoo. Asia: Singtel, Telkomsel, Globe, PLDT. If you monitor a carrier, we likely cover it.
Yes. App-only plans, loyalty pricing, and exclusive device bundles are common and increasingly important. We handle API-level interception of carrier mobile apps alongside web extraction so you see the full competitive picture, not just the public website.
We support frequencies from every few hours to daily. Most enterprise carriers choose daily for broad tariff monitoring and hourly or 6-hour intervals on top-priority plan categories and geographies to capture launch windows and short-lived promotions.
Yes. We run structured queries against each carrier's coverage tool across the geographies you specify, extract coverage claims, speed promises, and 5G indicators, and normalize results into structured feeds your marketing and network teams can benchmark against.
Device bundle economics require simulating the full purchase flow — device selection, plan pairing, exchange offer application, EMI selection, and final pricing. We run these flows for every device and bundle you monitor across carriers and deliver structured bundle economics, not just headline device prices.
You share your requirements: which carriers, which geographies, which plan categories, what data points, what frequency. We build the extraction pipeline, run it for 1-3 days, and deliver structured sample data in your preferred format. You evaluate the quality and coverage, then decide. No payment, no commitment.
No. We do not display customer logos or names anywhere, on our website, in sales materials, or in conversations with other prospects. Telecom competitive intelligence is particularly sensitive. Your identity is protected.
We charge per record delivered. One record is one structured row of data with the columns you define. Zero setup fees. Zero customization charges. Zero platform fees. Higher monthly volumes get lower per-record rates. You pay only for data we successfully deliver.