ByteStack is an AI-powered web data platform that lets you ask questions about brands, competitors, audiences, and trends in plain English — and get back structured data, sentiment breakdowns, and visualizations in seconds. Whether you’re a data analyst tracking share of voice, a growth team monitoring campaign reach, an intelligence team mapping competitor activity, or a developer building data pipelines, ByteStack connects you to 13,000+ web sources without writing a single scraper.Documentation Index
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What you can do with ByteStack
Get started
Create an account, generate an API key, and run your first query in under five minutes.
Core concepts
Learn how natural language queries, data sources, data stitching, and scheduled jobs work.
REST API
Integrate ByteStack into any stack using the REST API with full request and response examples.
Brand monitoring
Track mentions, measure sentiment, and benchmark your brand across social and the open web.
Key capabilities
Natural language queries
You describe what you want in plain English — “How many times was our brand mentioned on Reddit this week?” — and ByteStack translates that into a targeted data fetch across the sources you specify. No query syntax, no API stitching, no scraping code.Sentiment analysis
Every query can include automatic sentiment classification. ByteStack runs an AI model over the results and labels each mention as positive, negative, or neutral, giving you a breakdown alongside the raw counts.Data stitching
ByteStack’s entity resolution engine identifies the same person, organization, or location across multiple sources and merges them into a unified profile. You get a single view of an entity even when the underlying data comes from LinkedIn, Google, Facebook, and GitHub.Scheduled jobs
You can schedule queries to run on a recurring cadence — hourly, daily, or weekly. Results are stored in your project workspace and can be exported to S3-compatible storage or pushed to your stack via webhooks.Integrations
ByteStack supports a REST API, official SDKs for Python, TypeScript, and Go, S3-compatible storage for bulk exports, and webhooks for real-time event delivery. You can connect ByteStack to the tools and workflows your team already uses.Who uses ByteStack
| Team | Example use case |
|---|---|
| Analysts | Track brand mentions and sentiment across 13,000+ sources on a weekly cadence |
| Growth teams | Monitor campaign reach and audience engagement across X, Reddit, and TikTok |
| Intelligence teams | Map competitor activity, track executive mentions, and surface emerging narratives |
| Developers | Build data pipelines that consume structured web data via REST API or SDK |