FOR MARKET INTELLIGENCE PLATFORMS
Ingest, enrich, and structure the world's conversations
Power market insight and prediction engines, without needing to build and manage data pipelines.
Data ingestion without infrastructure burden
Market intelligence platforms need to continuously ingest, normalize, and enrich high-volume data from reviews, forums, social platforms, and search trends.
Instead of stitching together APIs and, dealing with enrichment gaps, engineering teams rely on Datastreamer to power their data pipelines.
Market intelligence platforms use Datastreamer to power their pipelines
- Unified data from diverse sources
Scraping, 3rd party APIs, feeds, and other data, all structured into a consistent schema you control.
- Enrich with topics, sentiment, and categories
- Real-time routing and delivery
- Abstract away ingestion complexity
Built for teams that need more than scrapers & scripts
Ready-to-use components allow complex multi-source data pipelines to be assembled in minutes. Deployment happens instantly and is fully managed, allowing low-latency, high volume processing.

Live applications by threat & risk intelligence platforms
Examples of some of the real usages by customers within their pipelines, powered by Datastreamer.
Reviews -> Sentiment Trends
This market intel platform ingests reviews across the internet, performing real-time sentiment trend forecasts.
Social Media -> Topic Clustering
Merging multiple social network channels and chatter into ISO-standardized topic clusters.
Multilingual -> Global Trends
Comprehensive routing and filtering for language-compatible entity and sentiment models for global prediction.
Social -> Location Tagging
Ingesting social media and enriching with location inference models to provide country-level filtering.
Existing tools -> Expansion
Blogs + Forums -> Modeling
Why product and engineering teams use Datastreamer
Enable your team to ship faster, de-risk launches, or free up engineering resources. Benefit from speed to market, reducing disruptions, and having more flexibility in your product.
6 weeks
reduced build time per new source or enrichment connection
$285k
average annual benefit per Datastreamer customer
6,373
average annual “people hours” of pipeline work saved
80M
average pieces of web content consumed monthly per pipeline
7+
average datasources or enrichments used per pipeline
38,000+
ready-to-deploy capabilities available in the Datastreamer registry
Data pipelines for Market Intelligence platforms
Using Datastreamer, your engineering teams can rapidly deliver the data pipelines for complex use cases, reducing speed-to-launch of new features by 85%
FAQ’s
Datastreamer supports APIs, scrapers, feeds, and structured file drops—reviews, social posts, search data, blogs, forums, and more.
We abstract each source into a common schema, so your downstream systems don’t have to handle structural drift, missing fields, or format mismatches.
Many organizations are using their pipelines to address gaps in data feeds or enrichments within leading marketing intel platforms.
Recent studies from Social Intelligence Labs have found that 30% of enterprise users seek to customize their existing stack, and an additional 50% export data for additional processing.
Datastreamer monitors source stability and versioning. When feeds change, we flag schema drift and offer automated fallbacks or alerts for quick remediation.
It’s fully managed. There is no infrastructure to deploy or maintain. We handle scaling, updates, and availability so your team can stay focused on building product.