OTT & Streaming Catalogs
Track eligible platform catalogs, access models, pricing fields, availability, and catalog changes.
- Platform content ID
- Title and content type
- Territory and language
- Access model and price
- Added and removed observations
Home / Media & Entertainment
Content market intelligenceMedia & Entertainment Data Scraping for Content and Audience Intelligence
Collect and structure eligible OTT catalogs, movie and TV metadata, regional availability, showtimes, box office, ratings, news, creator, podcast, music, gaming, and advertising data with source and historical context.
✓Content-level matching✓Regional availability✓Historical catalog tracking✓Source provenance
STREAMING CATALOG RECORDCATALOG OBSERVED
TitlePlatformRegionHistory
CONTENT / EDITIONExample Series, Season 2
MATCHED TITLEACCESS MODELSubscriptionIllustrative catalog observation
Catalog lineage retainedSource ID, title mapping, territory, access time, original values
TRACEABLEContent-levelIdentity matching
Territory-levelAvailability context
Version-awareCatalog history
Field-levelQuality controls
ManagedData delivery
Media data challenge
The same work can appear as different titles, editions, seasons, episodes, and platform records.
Useful entertainment intelligence must match content identity while preserving platform, region, access model, availability, source, and observation time.
01Original, regional, translated, and platform-specific titles vary.
02Movies, series, seasons, episodes, editions, and franchises require distinct relationships.
03Subscription, ad-supported, rental, purchase, and free access are not interchangeable.
04Catalogs, prices, ratings, showtimes, and public engagement signals change over time.
SOURCE RECORDStreaming, cinema, news, social
→
CONTENT IDENTITYWork + edition + episode
AVAILABILITYPlatform + region + access model
→
NORMALIZED RECORDSchema + mapping + lineage
HISTORICAL EVENTAdded, changed, removed, returned
→
VALIDATION STATUSMatched, flagged, or reviewed
Media and entertainment data coverage
Connect content, catalogs, audiences, creators, releases, and campaigns.
Coverage is scoped to eligible public, licensed, or customer-authorized sources and the fields needed for the intended workflow.
Movies & TV Metadata
Normalize films, series, seasons, episodes, editions, cast, crew, studios, and genres.
- Original and regional titles
- Release date and runtime
- Cast and crew
- Studio and distributor
- Season and episode hierarchy
Regional Availability
Compare where and how content is publicly listed across platforms and territories.
- Country or market
- Subscription availability
- Rental and purchase offers
- Ad-supported access
- Availability history
Cinema & Showtimes
Structure eligible theater, film, format, language, showtime, location, and ticket-offer fields.
- Cinema and location
- Movie and edition
- Show date and time
- Screen and format
- Observed ticket fields
Box Office Data
Collect eligible public gross, territory, release, theater-count, rank, and period observations.
- Title and territory
- Daily or weekend period
- Currency and gross type
- Theater or screen context
- Publisher and timestamp
Reviews & Ratings
Connect eligible public audience and critic ratings, reviews, topics, and derived sentiment.
- Rating scale and value
- Review text and date
- Title or platform identity
- Topic classification
- Source-linked sentiment
News & Publications
Monitor eligible headlines, article metadata, entities, topics, publishers, and release coverage.
- Headline and publisher
- Author and publication date
- Entities and topics
- Source URL
- Update and correction status
Social Media Intelligence
Structure eligible public posts, mentions, hashtags, engagement observations, and trends.
- Public account identity
- Post and timestamp
- Mentions and hashtags
- Public engagement counts
- Derived topic and sentiment
Influencer & Creator Data
Normalize eligible public creator profiles, content, audience indicators, partnerships, and activity.
- Creator identity and platform
- Public profile fields
- Content and engagement
- Brand mention observations
- Activity history
Music & Podcasts
Collect eligible release, artist, show, episode, chart, category, and public rating metadata.
- Artist, show, and publisher
- Track or episode metadata
- Release and publication dates
- Charts and category
- Platform availability
Gaming & Esports
Track public game catalogs, releases, pricing, ratings, teams, tournaments, and match records.
- Game and publisher
- Platform and release
- Price and availability
- Team and tournament
- Public match results
Advertising Intelligence
Observe eligible public creatives, messages, formats, destinations, publishers, and campaign timing.
- Brand and advertiser
- Creative and format
- Copy and call to action
- Placement context
- First and last observed
Content identity modelExplore Content Matching →
Match the creative work before comparing platform listings.
A connected model separates the underlying work from editions, seasons, episodes, platform listings, territories, and availability observations.
✓Normalize original titles, regional titles, identifiers, formats, cast, crew, and studios
✓Keep series, seasons, episodes, editions, and platform records distinct
✓Preserve territory, language, access model, price, source, and observation time
CREATIVE WORK
EDITIONCut, language, format
SERIESSeason and episode
RELATIONSHIPFranchise and related title
PLATFORMListing and content ID
TERRITORYMarket and language
ACCESSSVOD, AVOD, rent, buy
OBSERVATIONSource and timestamp
EVENTAdded, changed, removed
VALIDATIONRule and review
Streaming catalog lifecycle
Preserve how availability changes instead of keeping only the current catalog.
Historical observations help teams study release windows, territory coverage, catalog turnover, access models, and returning titles.
01Retain first observed, announced, added, changed, removed, and returned events.
02Keep platform, region, language, access model, and price context with every observation.
03Do not interpret a missing listing as a rights conclusion without supporting evidence.
Illustrative Catalog TimelineVERSION-AWARE RECORD
Week 01Title announced publiclyAnnounced
Week 03Title first observed in catalogAdded
Week 09Access model changedUpdated
Week 18Listing no longer observedRemoved
Week 31Title observed againReturned
Observed and derived media fields
Show what the source published and what the data workflow produced.
| Record type | Media example | Required context | Status label |
|---|---|---|---|
| Source metadata | Platform title, genre, rating, availability | Source, platform ID, region, time | SOURCE FIELD |
| Normalized metadata | Regional title mapped to canonical work | Original value, mapping, identifiers | NORMALIZED |
| Calculated metric | Catalog overlap or availability duration | Formula, inputs, filters, observation range | CALCULATED |
| AI classification | Review topic, sentiment, or creative theme | Model or rule, confidence, source, version | AI-DERIVED |
| Human-reviewed output | Validated title or creator match | Review status, notes, date, process | REVIEWED |
Media and entertainment use cases
Turn fragmented media signals into maintained content and market workflows.
Competitive OTT Catalog Monitoring
Compare title coverage, catalog mix, new additions, removals, formats, and access models.
Regional Streaming Availability
Track where and how matched content is publicly listed across territories and languages.
Release Window Tracking
Observe public theatrical, rental, purchase, subscription, and ad-supported availability events.
Content Matching & Deduplication
Resolve titles, editions, seasons, episodes, regional names, and platform-specific records.
Catalog Metadata Enrichment
Enrich content records with cast, crew, genre, language, runtime, studio, and release details.
Box Office & Showtime Monitoring
Structure eligible territory, gross, rank, period, cinema, format, and showtime observations.
Reviews & Audience Sentiment
Analyze eligible public reviews and ratings with topic, source, scale, date, and derived labels.
Social Trend Intelligence
Monitor eligible public mentions, hashtags, engagement observations, topics, and content trends.
Creator Performance Research
Compare public creator activity, content, engagement, partnerships, and audience indicators.
Podcast & Music Monitoring
Track eligible shows, episodes, releases, artists, charts, categories, ratings, and availability.
Gaming & Esports Intelligence
Monitor public releases, pricing, ratings, teams, tournaments, schedules, and match results.
Ad Creative Monitoring
Observe eligible public creatives, copy, formats, calls to action, placements, and campaign timing.
Team-to-data mapping
Give each media team records suited to its decisions.
Streaming Platforms
Catalogs, titles, territories, availability, access models, ratingsCatalog and market intelligence
Studios & Distributors
Releases, platforms, windows, territories, reviews, campaignsDistribution and release research
Cinema & Ticketing
Movies, theaters, showtimes, formats, offers, box officeProgramming and market monitoring
Music & Podcasts
Artists, shows, tracks, episodes, charts, releases, platformsCatalog and audience research
Gaming & Esports
Games, publishers, prices, teams, events, matches, ratingsCompetitive and market intelligence
Brands & Agencies
Creators, campaigns, creatives, mentions, engagement, trendsMedia and creative intelligence
Market Research
Titles, platforms, releases, ratings, news, public signalsSource-linked research datasets
Data & AI
Entities, metadata, matches, versions, lineage, QA, labelsSearch, analytics, and authorized AI
Historical media timeline
Retain how catalogs, availability, prices, ratings, releases, and campaigns change.
Timestamped observations support trend analysis without silently replacing previous media records.
01
First observedSource record stored02
Content matchedIdentity resolved03
Context retainedPlatform and territory04
Record changedNew version created05
Event classifiedDerived label stored06
Validation runRules and results retained07
Record reviewedExceptions documentedEligible media source coverage
Assess accessibility, copyright, licensing, authentication, and intended use before collection.
Coverage depends on source conditions, geography, rights, technical feasibility, authorization, and requested fields.
OTT CatalogsStreaming PlatformsMovie DatabasesCinema WebsitesBox Office SourcesRating PlatformsNews PublishersSocial NetworksCreator PlatformsPodcast DirectoriesMusic CatalogsChart SourcesGaming StoresEsports PlatformsAd LibrariesBroadcaster WebsitesPublic Event ListingsOther eligible sources
Controlled media workflow01 02 03 04 05 06
Validate sources, rights, content identity, territory, history, and delivery rules before scaling.
Define the Use
Confirm markets, content types, sources, fields, users, and decisions.
Assess Access
Review public, API, licensed, authorized, copyrighted, and restricted conditions.
Design Identity
Map works, editions, episodes, platforms, territories, listings, and observations.
Build & Trace
Collect eligible fields, normalize, preserve lineage, detect changes, and validate.
Review Sample
Confirm fields, matches, availability context, exceptions, and output.
Launch & Monitor
Refresh records, detect source drift, manage exceptions, and retain logs.
Data quality and delivery
Validate content identity, territory, access model, dates, ratings, units, and lineage.
Source Validation
Retain publisher, source class, URL, record ID, access time, and original values.
Content Resolution
Connect works, editions, series, seasons, episodes, identifiers, and aliases.
Territory Controls
Preserve region, language, platform, access model, currency, and availability.
Rating-Scale Checks
Keep rating source, scale, value, count, date, and content identity together.
History Controls
Preserve first observed, changed, removed, returned, and superseded states.
Derived Output Labels
Mark matches, sentiment, topics, summaries, popularity, and confidence separately.
Source Monitoring
Detect layout changes, missing fields, unexpected gaps, and schema drift.
Review Status
Retain validation result, match confidence, exception reason, and notes.
CSVExcelJSONJSONLParquetAPIWebhookDelta FeedS3SnowflakeBigQueryDatabaseCustom Integration
Related Kvetoiq services
Build the workflow around the source, market, cadence, matching need, and destination.
Live Crawler
Monitor catalogs, releases, showtimes, ratings, news, and public media changes.
Explore Live Crawler →AI-Powered Scraping
Assist content matching, metadata extraction, topic classification, and sentiment.
Explore AI-Powered Scraping →Web Scraping API
Connect eligible media records to catalogs, analytics, and data products.
Explore Web Scraping API →Custom Data Extraction
Design media datasets around specific content, territories, fields, and workflows.
Explore Custom Extraction →Responsible media data collection
Keep metadata intelligence separate from unauthorized copying of protected media.
Kvetoiq evaluates public accessibility, APIs, authentication, platform terms, copyright, database rights, licensing, personal data, retention, and intended use. Full movies, episodes, music, lyrics, books, scripts, subscriber records, and protected articles are not treated as ordinary public metadata. Public accessibility alone does not authorize AI training.
Read the Privacy Policy →✓Public, licensed, authorized, copyrighted, and restricted source classification
✓Metadata-first collection and field minimization
✓No private viewing histories or subscriber records
✓Licensed-data review for protected content and AI training
✓No audience, rights, or performance conclusions without supporting context
Media and entertainment data FAQ
What teams ask before starting.
What is Media & Entertainment Data Scraping?
It is the managed collection and structuring of eligible media metadata, catalogs, availability, ratings, news, creator, audio, gaming, advertising, and public engagement information.
What entertainment information can Kvetoiq collect?
Potential coverage includes titles, movies, series, seasons, episodes, platforms, regions, availability, showtimes, box office, ratings, news, creators, podcasts, music, games, esports, and public ads.
Can OTT catalogs be monitored?
Yes. Eligible catalog records can be monitored with platform content ID, title, type, territory, language, access model, price fields, availability, source, and timestamp.
Can regional streaming availability be tracked?
Yes. Matched content can be compared across eligible platform and territory records while preserving the source, market, language, access model, and observation time.
Can catalog additions and removals be detected?
Timestamped observations can identify first observed, added, changed, no longer observed, and returned states. A missing listing is not automatically treated as a rights conclusion.
How are movies, series, seasons, and episodes matched?
Matching can use eligible identifiers, original and regional titles, release dates, cast, crew, runtime, season and episode numbers, studios, and platform records.
Can ratings and reviews be collected?
Eligible public ratings and reviews can retain the source, rating scale, value, count, content identity, publication date, review text, and derived labels.
Can cinema showtimes and box office data be monitored?
Eligible public records may include cinemas, locations, titles, formats, showtimes, territory, gross type, currency, reporting period, rank, and publisher.
Can news and publication data be collected?
Eligible fields may include headline, publisher, author, date, source URL, entities, topics, and update status. Full protected articles require suitable rights or authorization.
Can podcast and music metadata be extracted?
Eligible metadata may include artist, show, publisher, release, track or episode title, duration, category, chart position, rating, and platform availability.
Can public creator and influencer data be monitored?
Eligible public fields can include creator identity, profile information, content, mentions, visible engagement, partnerships, and activity history with personal-data minimization.
Can gaming and esports information be collected?
Eligible public information may include games, publishers, platforms, releases, prices, ratings, teams, tournaments, schedules, and match results.
Can advertisements and creative campaigns be tracked?
Eligible public ad records can include advertiser, creative, format, copy, call to action, destination, placement context, and first or last observed dates.
Do you collect private viewing-history data?
No. Private subscriber records, account activity, private viewing histories, and authenticated consumer profiles are not treated as public media data.
Can copyrighted media be collected for AI training?
Only with suitable rights, licensing, or authorization. Public accessibility alone does not provide permission to copy protected media or use it for AI training.
How is media data validated?
Validation may cover content identity, hierarchy, platform, territory, language, dates, runtime, access model, currency, rating scale, duplicates, lineage, and historical consistency.
How frequently can catalog information be refreshed?
Cadence depends on source behavior, access conditions, catalog size, territories, requested fields, change frequency, validation requirements, and responsible request controls.
Which delivery formats are available?
Options may include CSV, Excel, JSON, JSONL, Parquet, API, webhook, delta feed, cloud storage, databases, warehouses, and custom integrations.
Is media data scraping lawful?
There is no universal answer. Requirements vary by source, jurisdiction, access method, copyright, database rights, contracts, personal data, licensing, and intended use.
Can we review a representative sample?
In many cases, a sample can confirm content fields, identity rules, territory handling, availability history, source lineage, validation, exceptions, and delivery format.
Start with representative titles
Build media intelligence around the content, markets, and decisions that matter.
Share your target platforms, territories, content types, fields, refresh requirements, matching rules, rights context, and delivery destination. Kvetoiq will help shape a practical collection plan.