INQUIRE NOW
INQUIRE NOW

Live streaming catalog intelligence

OTT Scraper for Real-Time Streaming, Title & Platform Data

Web Fusion Data's OTT scraper pulls structured title, pricing, availability and licensing data straight from streaming platforms — refreshed on your schedule, delivered in the format your systems already use.

The Long Horizon Series · Sci-Fi · Season 2
Platform
StreamVault
Subscription tier
Standard & above
Region availability
US, UK, CA, AU
Rating
4.6 · 8,920 reviews
#1 Harbor Lights Movie · CineStream New this week
#2 Wire & Static Series · StreamVault Trending up
#3 Foxglove Manor Series · PlayNow+ Leaving in 6 days
#4 Redline Movie · CineStream New this week
#5 Echo Valley Series · Bingebox Leaving in 3 days
#6 The Long Horizon Series · StreamVault Trending up
#7 Salt & Ember Movie · PlayNow+ New this week
#8 Nightshade Series · Bingebox Leaving in 9 days
#1 Harbor Lights Movie · CineStream New this week
#2 Wire & Static Series · StreamVault Trending up
#3 Foxglove Manor Series · PlayNow+ Leaving in 6 days
#4 Redline Movie · CineStream New this week
#5 Echo Valley Series · Bingebox Leaving in 3 days
#6 The Long Horizon Series · StreamVault Trending up
#7 Salt & Ember Movie · PlayNow+ New this week
#8 Nightshade Series · Bingebox Leaving in 9 days

What is an OTT Scraper and How Does It Work?

An OTT scraper is an automated system that visits streaming platforms, reads the title, pricing, availability and licensing information on them, and turns that raw page content into clean, structured data. Web Fusion Data runs this process continuously across the platforms and regions you track, so catalog changes, arrivals and departures show up before your team hears about them secondhand.

01

Reach the platform

Rotating IPs and regional endpoints reach catalog pages the way a real subscriber in that market would.

02

Render & crawl

A headless browser layer runs page scripts so dynamically loaded catalogs and pricing appear.

03

Parse & extract

Page-specific parsers pull title, pricing, cast and availability details field by field.

04

Validate & structure

Records are deduplicated, checked and mapped to one consistent schema across every platform.

05

Deliver

Clean datasets land in your API, storage bucket or database on the schedule you set.

Powerful Features of Our OTT Scraper

Built to track catalogs that change by region, by license window and by the week.

RT

Real-time catalog tracking

Refresh cycles from hourly to daily, matched to how often a platform's catalog turns over.

JS

Full JS rendering

Headless rendering captures titles and pricing that only load after app-style scripts run.

GEO

Regional catalog targeting

Crawl by country to capture the exact catalog and pricing shown in that market.

TC

Trending chart capture

Structured Top-10 and most-watched chart data, refreshed as charts update.

CR

Scheduled crawls

Set recurring jobs by platform, genre or full catalog on any cadence.

MAP

Custom field mapping

Map any platform's fields to your own schema for one consistent output table.

SC

Elastic scale

From a single platform to global catalog coverage, the pipeline scales without a rebuild.

QA

Continuous data QA

Automated checks flag broken selectors or metadata anomalies before data reaches you.

OTT & Streaming Platforms Supported by Our OTT Scraper

Pre-built parsers for the streaming platforms viewers already subscribe to, plus onboarding for any service you name.

NetflixDisney+Amazon Prime VideoHuluMaxApple TV+Paramount+PeacockCrunchyrollRegional OTT apps+ any streaming platform on request

Datasets Generated by Our OTT Scraper

One crawl, six ready-to-use datasets — pick the ones that feed your workflow.

01

Title catalog dataset

Names, genres, synopses and artwork for every title tracked.

02

Pricing & subscription dataset

Tier pricing, bundle offers and regional price variation over time.

03

Review & rating dataset

Platform ratings, critic and audience scores, and review text.

04

Cast, crew & studio dataset

Cast, director, production studio and distributor metadata.

05

Availability & licensing dataset

Regional availability, arrival and departure dates by title.

06

Trending & chart dataset

Top-10 and most-watched rankings by platform, region and day.

Title & Content Data Fields Extracted by Our OTT Scraper

title_id
Platform-assigned identifier for the title or episode
title_name
Name of the movie, series, season or episode
content_type
Movie, series, season or episode classification
genre
Primary and secondary genre tags
release_year
Original release year of the title
runtime
Runtime in minutes for movies, or per-episode runtime for series
synopsis
Short description shown on the title page
content_rating
Age or content rating shown on the platform
artwork
Poster, thumbnail and trailer URLs for the title

Pricing & Subscription Data Fields Extracted by Our OTT Scraper

subscription_tier
Basic, standard, premium or ad-supported plan required for the title
monthly_price
Monthly subscription price for the plan
annual_price
Annual subscription price, where the platform offers one
currency
ISO currency code for the listed price
bundle_pricing
Bundled plan pricing across multiple services, where offered
free_trial
Free-trial availability and length, where offered
price_history
Time-stamped subscription price points collected across crawl cycles

Customer Review & Rating Data Extracted by Our OTT Scraper

platform_rating
Average rating shown on the platform's own title page
critic_score
Aggregated critic score, where the platform or a linked source provides one
audience_score
Aggregated audience score, where available
review_text
Full text of individual viewer reviews
review_count
Total number of reviews submitted for the title
review_date
Date the review was posted
helpful_votes
Number of users who marked the review as helpful

Cast, Crew & Studio Data Fields Extracted by Our OTT Scraper

cast_list
Lead and supporting cast names as listed on the title page
director
Director or showrunner credited on the title
studio
Production studio behind the title
distributor
Distributor or licensing company, where disclosed
franchise_tag
Franchise, collection or universe the title belongs to, where applicable

Availability & Licensing Window Tracking with Our OTT Scraper

Regional availability and licensing signals refresh on the same cycle as catalog data, so a title arriving or leaving a platform shows up before your team hears about it from a subscriber complaint.

New arrival

Newly added

Arrival date and region flag as soon as a title appears in a platform's catalog.

Leaving soon

Licensing window alerts

Configurable alerts ahead of a title's scheduled removal date by region.

Removed

Departure & re-add tracking

Removal timestamps and re-add flags if a title returns to the catalog later.

OTT Scraper API & Data Delivery Options

  • API
    REST API accessQuery titles, pricing and availability on demand from your own application.
  • HOOK
    WebhooksGet pushed the moment a tracked title's availability or pricing changes.
  • FILE
    JSON, CSV & XLSX exportsScheduled file drops in the format your analysts already work in.
  • CLOUD
    Cloud storage deliveryDirect delivery to S3, Google Cloud Storage or Azure Blob buckets.
  • DB
    Database pushData lands straight in your warehouse via managed connectors.
  • CRON
    Flexible schedulingHourly, daily or weekly refresh cycles, set per platform or region list.
{ "title_id": "WFD-4471902", "title_name": "The Long Horizon", "platform": "StreamVault", "subscription_tier": "standard", "regions": ["US", "UK", "CA", "AU"], "platform_rating": 4.6, "leaving_soon": false, "crawled_at": "2026-07-20T04:12:00Z" }

Business Use Cases of Our OTT Scraper

01

Content licensing gap analysis

Spot genre and title gaps across platforms to guide acquisition decisions.

02

Competitive catalog benchmarking

Track how competitor catalogs grow, shrink and rotate over time.

03

Regional availability tracking

Monitor geo-licensing differences across the markets you operate in.

04

Trending & Top-10 monitoring

Track chart movement by platform and region to spot what's breaking out.

05

Subscription pricing intelligence

Compare tier pricing and bundle offers across platforms and regions.

06

Leaving-soon alert aggregation

Power watchlist and alert products that tell viewers what's about to disappear.

07

Recommendation data feeds

Feed structured metadata into your own recommendation and discovery models.

08

Ad-tier market research

Track the growth and pricing of ad-supported tiers across the market.

Why Choose Our OTT Scraper?

Web Fusion Data is built for teams who need streaming catalog data fast enough to act on — not a stale export from last week's crawl.

99.9%
Crawl uptime across supported platforms
20+
Streaming platforms with ready-built parsers
99.4%
Field-level data accuracy on delivered records
<1hr
Fastest available refresh cycle

Ready when you are

Get Started with Our OTT Scraper

Tell us the platforms, regions and fields you need — Web Fusion Data will scope a crawl and send back a sample dataset within one business day.

FAQs

OTT Scraping Services

Frequently Asked Questions

Is streaming catalog scraping legal?
We collect only publicly available page data, respect platform terms where required, and apply rate limits designed not to disrupt the source site. We're glad to walk through the specifics for your use case before you start.
How fresh is the availability data?
Refresh cycles range from under an hour for trending charts and pricing to daily for full catalog attributes, set per project based on how quickly that platform's catalog turns over.
Can you scrape JavaScript-heavy streaming apps?
Yes. A headless rendering layer executes page scripts before extraction, so catalogs and pricing loaded dynamically are captured correctly.
What formats can data be delivered in?
JSON, CSV and XLSX exports, a REST API, webhooks, direct cloud storage delivery, or a push straight into your database or warehouse.
How do you handle CAPTCHAs and anti-bot systems?
Rotating IP pools, browser fingerprint management and adaptive crawl pacing are built into every job, with a dedicated team monitoring for new blocking patterns.
Can I request a streaming platform that isn't on your list?
Yes, custom parser builds are part of the service. Send us the platform and the fields you need and we'll scope the build.
Is there a free trial or sample dataset?
Yes, request a sample dataset for your platform and region of choice before committing to a plan.
FAQ Illustration

Contact Us Now!

At WebFusionData, we specialize in cutting-edge web scraping solutions to help you unlock valuable insights and drive business growth. Whether you need custom data extraction, real-time monitoring, or large-scale web scraping, our team is here to assist you.

FAQ Illustration

Get In Touch

Ready to get started? Contact us for a personalized quote.