YouTube scraper API
BrandBaazar's YouTube scraper API gives you structured access to video, channel, comment, and shopping data from YouTube. Send a request with a video URL, channel handle, or search keyword and get back JSON with view counts, engagement metrics, comment threads, and tagged products. Pricing intelligence teams, brand analysts, agencies, and ML engineers use it to track how products perform in video content without maintaining scrapers of their own.
DocumentationYouTube is where product discovery increasingly happens. Reviews, unboxings, Shorts, and creator storefronts shape what people buy long before they reach a marketplace listing. The API turns that activity into data you can query: which videos mention a product, how audiences react in the comments, and which creators drive attention to a category.
BrandBaazar handles the hard parts: proxy rotation, anti-bot measures, and page layout changes. Your team writes one integration and keeps it. Responses arrive as clean JSON, typically in under 100 milliseconds. The same account covers 50+ data sources, including TikTok, Instagram, Amazon, and Flipkart, so you can line up video attention with marketplace sales signals in one place.
What data you get from YouTube
Video metadata and performance
Pull titles, descriptions, publish dates, duration, view counts, likes, and tags for any public video, including Shorts. Re-query on your own schedule to track how the numbers move over time.
Channel data
Get channel profiles with subscriber counts, total views, upload history, and recent videos. Useful for creator vetting, competitive tracking, and building watchlists of channels in your category.
Comments and replies
Retrieve comment threads with author names, like counts, and replies. Feed them into sentiment models to hear what viewers say about a product beyond the star ratings on marketplace listings.
Search and trending results
Query YouTube search for any keyword and get ranked results with video and channel details. Monitor trending lists to catch products on the rise before demand shows up in sales data.
Shopping and product tags
See which products creators tag in videos and Shorts through YouTube Shopping. Connect video content to the exact items it promotes, then match those items to marketplace listings.
How teams use the YouTube data API
Creator vetting and campaign measurement
Check a channel's real audience size, upload consistency, and engagement before signing a creator, then measure views and comment response on sponsored videos after launch.
Trend detection
Spot products gaining traction in videos and Shorts before that demand reaches marketplaces. Search and trending data shows which categories and items are climbing week over week.
Comment sentiment analysis
YouTube comments hold candid product feedback that never appears in marketplace reviews. Pull threads at scale and run sentiment models to find complaints, feature requests, and purchase intent.
AI agent grounding
Give shopping assistants and research agents current video data instead of stale training knowledge. Structured JSON and MCP support let agents query YouTube as a tool at answer time.
How it works
Pick a plan
Book a demo through the Get a Demo form or choose a tier on the API plans page. Once you have an API key, you are ready to make your first call.
Call the API
Send a request with a video URL, channel handle, or search keyword. Proxies, rendering, and bot defenses are handled behind the scenes, so a plain HTTPS call is all your code needs.
Get structured JSON
Responses come back as JSON with typical latency under 100ms. Pipe the fields into your warehouse, dashboard, or agent pipeline and call again whenever you need fresh numbers.
Frequently asked questions
How do I scrape YouTube data?
Use an API rather than building and maintaining scrapers yourself. YouTube renders pages with heavy JavaScript, changes layouts often, and blocks automated traffic aggressively, so homegrown scrapers break constantly. With BrandBaazar you send a normal HTTPS request with a video URL, channel, or keyword and get structured JSON back. There are no proxies to manage and no parsers to fix when the page changes.
How fresh is the data, and what are the rate limits?
Requests run in real time, so responses reflect what YouTube shows at the moment you call the API, including current view counts and new comments. Rate limits depend on your plan; higher tiers allow more requests per minute and larger monthly volumes. If you need sustained throughput for something like hourly channel tracking, mention it in the demo call and we will size a plan for it.
Can AI agents and LLMs use the YouTube data?
That is one of the main reasons teams pick BrandBaazar. Every response is structured JSON with predictable fields, so it slots into an LLM context window or a tool call without cleanup. The platform also supports MCP, which lets agents query YouTube data directly as a tool. The result: shopping assistants that answer from what is on YouTube today, not what was there at training time.
What YouTube data can the API return?
Video metadata such as titles, view counts, likes, duration, and publish dates; channel profiles with subscriber counts and upload history; comment threads with replies; search results for any keyword; and shopping product tags on videos and Shorts. Everything comes back as JSON, so it drops into a warehouse, a dashboard, or a model pipeline without manual parsing.
Does the API cover YouTube Shorts?
Shorts are covered alongside regular videos. You can pull metadata, engagement counts, and comments for Shorts, and they appear in search and trending queries too. That matters for commerce work because a lot of product discovery now starts in Shorts, and an item that spikes there often shows up in marketplace demand days later.
How is this different from the official YouTube Data API?
The official API is built for app developers and comes with strict daily quotas that make large-scale monitoring hard to sustain. BrandBaazar is built for commerce intelligence: you get the video, channel, comment, and shopping fields analytics teams actually need, limits sized for monitoring workloads, and the same JSON format across 50+ sources, so YouTube data lines up with your Amazon or Flipkart data.
Related data APIs
Start pulling YouTube data today
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