SYSTEM all green source tanishq.co.in queue 1,204 pages p99 latency 218ms dataflirt.com · scraper/tanishq-co
RUN - 14 active pipelines - tanishq.co.in live

Tanishq jewellery data,
structured for analysis.

We extract product catalogues, dynamic gold pricing, diamond specifications, and store inventory from Tanishq.co.in. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake.

Products extracted
14.8K /run
Store locations
412
Price updates
3.2K /day
Active pipelines
14
Uptime
99.98%
Data Dictionary

Every field we extract from tanishq.co.in

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Product Catalogue objects from tanishq.co.in. All fields typed and schema-versioned.

skuproduct_namecategorycollectionmetal_typemetal_puritygross_weightnet_weightdimensionsimage_urlspage_url
product_catalogue
● 200 OK
"sku": "513220PCQAA00",
"product_name": "Mia by Tanishq 14KT Yellow Gold Pendant",
"category": "Pendants",
"collection": "Mia",
"metal_type": "Gold",
"metal_purity": "14KT",
"gross_weight": "2.45g",
"net_weight": "2.45g"
# skuproduct_namecategorycollectionmetal_typemetal_purity
1
2
3

Complete list of extractable fields for Diamond Specs objects from tanishq.co.in. All fields typed and schema-versioned.

skudiamond_claritydiamond_colourdiamond_weighttotal_stonessetting_typecertificationstone_shapegemstone_type
diamond_specs
● 200 OK
"sku": "503220PCQAA00",
"diamond_clarity": "SI2",
"diamond_colour": "GH",
"diamond_weight": "0.15ct",
"total_stones": 12,
"setting_type": "Prong",
"stone_shape": "Round"
# skudiamond_claritydiamond_colourdiamond_weighttotal_stonessetting_type
1
2
3

Complete list of extractable fields for Pricing & Offers objects from tanishq.co.in. All fields typed and schema-versioned.

skubase_pricemaking_chargesgst_amounttotal_pricediscount_pctoffer_textgold_rate_appliedcurrency
pricing_& offers
● 200 OK
"sku": "513220PCQAA00",
"base_price": 12450.0,
"making_charges": 2100.0,
"gst_amount": 436.5,
"total_price": 14986.5,
"discount_pct": 10,
"gold_rate_applied": 6250.0,
"currency": "INR"
# skubase_pricemaking_chargesgst_amounttotal_pricediscount_pct
1
2
3

Complete list of extractable fields for Store Inventory objects from tanishq.co.in. All fields typed and schema-versioned.

store_idstore_nameaddresscitypincodecontact_numberlatitudelongitudesku_availabilitytry_at_home_eligible
store_inventory
● 200 OK
"store_id": "TAN_BLR_01",
"store_name": "Tanishq Commercial Street",
"city": "Bengaluru",
"pincode": "560001",
"contact_number": "+91-80-25588000",
"sku_availability": true,
"try_at_home_eligible": true
# store_idstore_nameaddresscitypincodecontact_number
1
2
3

Complete list of extractable fields for Reviews & Ratings objects from tanishq.co.in. All fields typed and schema-versioned.

review_idskureviewer_nameratingreview_titlereview_textreview_dateverified_buyerhelpful_votes
reviews_& ratings
● 200 OK
"review_id": "REV_89210",
"sku": "513220PCQAA00",
"reviewer_name": "Priya S.",
"rating": 5,
"review_title": "Beautiful everyday wear",
"review_text": "The pendant is exactly as shown in the pictures. Very lightweight.",
"review_date": "2023-11-14",
"verified_buyer": true
# review_idskureviewer_nameratingreview_titlereview_text
1
2
3

Capabilities

Complete Tanishq data extraction capabilities

Our scraper handles the specific complexities of jewellery retail data: dynamic gold rates, nested metal and stone specifications, and store-level inventory arrays.

Full Product Catalogue

Extract SKU, name, category, collection, gross weight, net weight, and dimensions for every item on tanishq.co.in.

Diamond & Gemstone Specs

Capture clarity, colour, carat weight, stone count, shape, and setting type for all studded jewellery.

Dynamic Pricing & Making Charges

Monitor total price, base metal value, making charges, and GST breakdown as gold rates fluctuate.

Store Inventory Mapping

Track SKU availability across all 400+ Tanishq retail locations using pincode and store locators.

High-Res Image Extraction

Download structural URLs for high-resolution product images, 360-degree views, and try-on visuals.

Customer Reviews

Scrape star ratings, review text, verfied buyer badges, and submission dates across the catalogue.

Collection & Brand Mapping

Categorise products by sub-brands like Mia, Rivaah, Zoya, and specific festive collections.

Offers & Encircle Promotions

Capture active discount percentages, coupon codes, and Encircle loyalty program multipliers.

Daily Diff Delivery

Receive only updated records when prices change due to daily gold rate adjustments.

// engagement pipeline

From catalogue URL to structured data

Brief in. Clean data out.

Define Scope
d 0

Select categories, collections, or specific SKUs. We configure the extraction schema for your requirements.

Pipeline Build
d 2–4

We deploy Scrapy crawlers with Playwright to handle dynamic pricing widgets and infinite scroll pagination.

Validation & QA
d 4–6

We validate metal weights, verify pricing calculations, and ensure image URLs resolve correctly.

Delivery
ongoing

Data pushed as JSON, CSV, or Parquet to your S3 bucket or data warehouse on a scheduled cadence.

Under the hood

Handling jewellery retail data complexities

Extracting data from Tanishq requires managing dynamic pricing models and complex product specification tables. Here is how our infrastructure processes it.

pipeline-monitor · tanishq.co.in · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Dynamic pricing
Gold rate synchronisation

Jewellery prices fluctuate daily based on the live gold rate. Our pipeline captures the exact gold rate applied at the time of extraction, separating base metal value from making charges and taxes.

Specification parsing
Nested metal and stone arrays

A single product may contain multiple metal types and various stone configurations. We parse these complex specification tables into clean, normalised JSON arrays for database insertion.

SPA rendering
Playwright for infinite scroll

Tanishq category pages use infinite scroll and dynamic JavaScript rendering. We use Playwright to execute browser sessions, ensuring every SKU loads and renders before extraction.

Inventory tracking
Location-based stock queries

To capture store-level availability, our crawlers inject specific pincodes and iterate through store locations, extracting stock status for targeted SKUs.

Data normalisation
Standardised measurement units

We normalise weight measurements (grams, carats) and dimensions into consistent numerical formats, removing HTML entities and text artifacts for immediate analytical use.

Applications

Applications for Tanishq data

Teams across industries use tanishq.co.in data to build competitive products and smarter operations.

01
Competitor Pricing Analysis

Jewellery brands monitor Tanishq's making charges and promotional discounts to inform their own pricing strategies.

02
Market Trend Research

Analysts track the introduction of new collections, metal purities, and gemstone trends in the organised retail sector.

03
Omnichannel Inventory Tracking

Retail analysts map store locations against SKU availability to understand regional demand and distribution strategies.

04
Gold Rate Impact Modeling

Economists correlate daily gold rate fluctuations with Tanishq's pricing updates and discount strategies.

05
Visual Search Training

Machine learning teams use the high-resolution image dataset to train computer vision models for jewellery recognition.

06
Consumer Sentiment Analysis

Product teams analyse review text and ratings to identify customer preferences regarding design, durability, and service.

Why DataFlirt

"Tanishq.co.in holds the definitive dataset for organised jewellery retail in India, but the dynamic gold pricing and complex metal specifications require custom extraction logic."

Extracting jewellery catalogues requires handling dynamic pricing tied to daily gold rates, complex nested specifications for diamonds and gemstones, and store-level inventory arrays. DataFlirt manages these intricacies so your data engineering team receives clean, normalised tables ready for analysis.

Technical Spec

Tanishq scraper - technical capabilities

Everything supported by our tanishq.co.in scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

JavaScript rendering
Playwright sessions for infinite scroll and dynamic pricing widgets
Supported
Indian residential proxies
ISP-grade IPs from India to ensure accurate regional pricing
Supported
Specification normalisation
Extraction of nested metal and diamond details into flat columns
Supported
Making charge calculation
Separation of base metal price, making charges, and GST
Supported
Store inventory mapping
Pincode injection to check local store stock status
Supported
High-res image extraction
Capture of main images, alternate angles, and 360-degree view URLs
Supported
Change detection
Hash-based diffing to emit records only when prices or stock change
Supported
Review pagination
Extraction of all customer reviews across paginated endpoints
Supported
Encircle loyalty balance
Extraction of user-specific reward points and tier status
Partial
User purchase history
Past orders and invoices requiring user authentication
Partial
Infrastructure

Infrastructure powering the extraction

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy manages crawl logic and request queues. Playwright handles JavaScript execution for dynamic pricing and infinite scroll.

Proxy Infrastructure

Indian residential proxies ensure accurate regional pricing and prevent rate-limiting during high-volume catalogue extractions.

Cloud Orchestration

Airflow schedules daily runs to capture price changes following gold rate updates. ECS manages sustained extraction workloads.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Nested structures ideal for complex diamond specifications
CSV
Flat files for immediate spreadsheet analysis
XLS
Excel format for business analysts
Parquet
Columnar storage for efficient warehouse querying
AWS S3
Direct delivery to your cloud storage buckets
Webhook
HTTP POST delivery for immediate price update alerts
API
REST endpoints to query extracted catalogue data
BigQuery
Direct streaming into Google Cloud data warehouses
Snowflake
Automated staging and COPY INTO workflows
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About tanishq.co.in scraping, legality, and pipeline operations.

Ask us directly →
Can you extract daily price changes based on gold rates?

Yes. We configure pipelines to run daily, capturing the updated base price, making charges, and total price as the underlying gold rate fluctuates.

Do you extract data for specific collections like Mia or Zoya?

Yes. We can target specific collections, sub-brands, or categories, extracting all relevant SKUs and their associated metadata.

How do you handle the complex diamond specification tables?

Our parsers map the HTML specification tables into structured key-value pairs, normalising fields like clarity, colour, and carat weight into consistent data types.

Can you check stock availability at specific Tanishq stores?

Yes. By injecting specific pincodes into the session, we can extract the local store availability status for targeted SKUs.

What formats do you deliver the data in?

We deliver data in JSON, CSV, XLS, and Parquet. We can push this directly to AWS S3, BigQuery, Snowflake, or via Webhook and API.

What is the minimum viable engagement?

Engagements typically start with a full catalogue extraction (approx 15,000 SKUs) delivered weekly. We price based on extraction frequency and data volume.

Can I request a sample dataset?

Yes. We provide a sample extraction of up to 500 SKUs during the scoping phase to validate schema requirements and data quality.

$ dataflirt scope --new-project --source=tanishq.co.in ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Need a one-off catalogue export or daily price tracking across all Tanishq collections? We manage the infrastructure. Tell us your requirements.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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