Trends-with-Web-Scraping-in-the-USA

Introduction

With the rapid evolution of the OTT industry, platforms like Netflix, Prime Video, and Disney+ dominate the American entertainment landscape. But what if you could go beyond the surface and understand exactly what's driving viewer behavior? That’s where OTT Scrape comes in.

We specialize in streaming app data scraping from Netflix, Amazon Prime, and Disney+, delivering actionable insights for marketers, production studios, and advertisers. Whether you're looking to scrape Amazon Prime Video, analyze Netflix movies datasets, or track the rise and fall of popular shows in real time—our web scraping tools have you covered.

Why Web Scraping is Key to OTT Trend Intelligence

Scraping is Key to OTT Trend Intelligence

Traditional APIs and public ratings only reveal part of the picture. Through advanced web scraping, we extract high-impact data, including:

  • Trending titles by country or region
  • Viewer reactions (likes, reviews, comments)
  • Metadata like release dates, cast, and genres
  • Real-time watchlist updates and new show drops
  • Episode-wise popularity and binge patterns

This allows us to scrape popular shows and map how audiences really engage with them—essential intelligence for anyone creating, licensing, or promoting OTT content.

What we track from Netflix, Prime & Disney+ in the USA

OTT Scrape uses smart bots to non-intrusively collect streaming app data from public pages daily. Here's what we focus on:

1. Trending Shows & Popularity Rankings

Trending-Shows-&-Popularity-Rankings

We track daily “Top 10” lists and detect momentum changes in real time.

2. Genre Preferences by Region

Analyze what’s trending city-by-city across the U.S.

City Leading Genre Platform
New York Drama Netflix
Chicago Sci-Fi Prime Video
Los Angeles Animation Disney+

3. Viewer Sentiment Analysis

Viewer-Sentiment-Analysis

Using NLP, we break down viewer sentiment at scale:

Netflix – “You” Season 4

  • Positive: 68%
  • Negative: 21%
  • Neutral: 11%

Drop-Off Rates and Completion Trends

Find out where audiences lose interest—crucial for content teams

Case Study:

The Night Agent saw a 25% drop in review mentions after episode 5.

Sample Dashboard from OTT Scrape

Sample-Dashboard-from-OTT-Scrape

Our intuitive dashboards help visualize trends like:

  • Weekly genre heatmaps
  • Popularity vs Ratings graphs
  • Release week performance
  • Binge-watching behavior analysis

Looking to scrape Amazon Prime Video or Netflix for genre-based trends? We’ve got it visualized and ready.

How Brands Use Our OTT Trend Data

How-Brands-Use-Our-OTT-Trend-Data

Product Placement Strategy

A major brand aligned its ad campaign with trending mystery-thrillers in April using our Netflix movies datasets—and saw viewership-aligned engagement.

Content Licensing Strategy

Content-Licensing-Strategy

A startup used our genre analysis to buy up rights to niche anime trending on Disney+, capitalizing on early-stage popularity.

Technical Architecture: How OTT Scrape Operates

Technical-Architecture-How-OTT-Scrape-Operates
  • Rotating proxies for location-targeted scraping
  • Scheduled crawlers per platform and genre
  • NLP modules for sentiment tagging
  • ETL pipelines for JSON/CSV data delivery

We operate within ethical boundaries, collecting only public data while maintaining platform compliance.

U.S. Regional OTT Trends: May 2025 Snapshot

Regional-OTT-Trends--May-2025-Snapshot

Use Cases: Who Needs This Data?

Use-Cases-Who-Needs-This-Data
  • Use Cases: Who Needs This Data?
  • Production Studios for content validation
  • Influencer Networks for aligning creator content
  • Advertisers to plan ad spend by genre trends

Future of OTT Analytics with Scraping

Future-of-OTT-Analytics-with-Scraping

As more platforms like Peacock, Max, and Hulu grow, streaming app data scraping from Netflix, Amazon Prime, and Disney+ will be essential. Automated scraping will remain at the heart of OTT intelligence.

Why Choose OTT Scrape? Why-Choose-OTT-Scrape

  • 98% scraping accuracy
  • Real-time trend dashboards
  • Weekly performance reports
  • Custom alerts for genre/actor trends
  • Access to historical OTT datasets (2020–Present)

Get Access to Pre-Scraped OTT Datasets

Want a head start? We offer ready-to-download datasets with info like:

[
  {
    "platform": "Netflix",
    "title": "Bridgerton Season 3",
    "rank": 1,
    "genre": "Drama",
    "date": "2025-05-12",
    "viewer_score": 8.7,
    "positive_sentiment": 71
  }
]

Perfect if you need Netflix movies datasets for content or market analysis.

Ready to Scrape the Stream?

Whether you're a content strategist, studio, or brand—scrape popular shows and unlock deeper OTT intelligence with OTT Scrape.

OTT Trend Intelligence Made Easy!

Ever wondered what's really trending on Netflix, Prime Video, or Disney+ in the USA?

At OTT Scrape, we decode real-time viewing patterns and genre behaviors using advanced streaming app data scraping from Netflix, Amazon Prime, and Disney+.

Our data helps:

  • Marketers align campaigns with top genres
  • Studios greenlight shows based on audience signals
  • Analysts measure episode drop-offs and sentiment

Key Insights from May:

  • Fallout saw a +42% viewer spike in San Francisco
  • Bridgerton S3 dominates drama in Austin
  • X-Men '97 is fueling LA’s animation craze

Whether you want to scrape Amazon Prime Video, track Netflix movies datasets, or analyze popular shows city-by-city—we make it seamless.

Our dashboards visualize:

Daily top ranks

Viewer sentiment by episode

Genre heatmaps across U.S. cities

Plus historical OTT data since 2020

Don’t guess—measure your strategy with real data.

DM us or visit ottscrape.com to get your first sample dataset FREE!