YouTube · Search and trends

YouTube Hashtag Search Scraper API

The YouTube Hashtag Search endpoint is one API call: send a hashtag with your HProxy key and get back a clean, structured JSON object. Pull the videos published under any YouTube hashtag, page by page, with engagement stats and channel metadata. HProxy runs the proxies, sessions, anti-bot handling and parsing server-side, so there is no headless browser to babysit and no parser to keep fixing when YouTube changes its markup. You only ever touch the JSON. Longer result sets come back page by page with a cursor, so you can walk the whole set without holding it in memory.
Get your API keyYouTube API reference
  • 0.15¢ per call
  • $1.49 per 1,000
  • Takes a hashtag
  • Errors and timeouts are not charged

On YouTube

Profiles1Posts and media5Transcripts1Comments2Search and trends3

Search and trends

YouTubeTikTokInstagramRedditThreadsGooglePinterest

The call

One GET, and the hashtag search comes back as JSON.

Your key goes in one header. 1 required parameter, and the answer is the object below it.

The full reference
curl "https://hproxy.com/api/v1/scrape/youtube/search-hashtag?hashtag=travel" \
  -H "X-API-Key: hpx_your_key_here"
Response200 OK · JSON
{
  "hashtag": "travel",
  "postCount": 1904221,
  "viewCount": 88213004412,
  "posts": [ { "id": "72901...", "stats": { "views": 412903, "likes": 38210 } } ],
  "cursor": "eyJwYWdlIjoyfQ"
}

What comes back

The YouTube hashtag search object.

posts[]
Content published under the hashtag.
postCount
How much content carries the tag in total.
viewCount
Aggregate views across tagged content where exposed.
cursor
Pagination token to pull the next page of results.

What it takes

Parameters.

hashtagstringRequiredtravel

Hashtag to look up, without the # sign.

continuationTokenstringvalue

Pagination token from the previous response.

typestringall

The type parameter. Allowed values: `all`, `shorts`.

How it works

Scraping YouTube hashtag search, in three steps.

You write one line. Proxies, anti-bot walls, rendering and parsing happen on our side.

Create a free accountEvery YouTube endpoint
  1. 1

    Create a free account

    Sign up and top up any amount. The balance pays for every HProxy product.
  2. 2

    Grab your API key

    One key from the dashboard authenticates every scraper.
  3. 3

    Call the endpoint

    Send the GET you need and read the JSON. That is the entire integration.

What people build with it

Where the YouTube hashtag search endpoint earns its keep.

  • Track campaign hashtags and their real reach.
  • Find the creators driving a tag before they are expensive.
  • Measure share of voice inside a topic.

YouTube hashtag search questions

Answered before you ask.

The reference

Send one authenticated HTTPS request to the YouTube Hashtag Search endpoint with a hashtag and your HProxy API key. Pull the videos published under any YouTube hashtag, page by page, with engagement stats and channel metadata. No proxies, no headless browser and no parsing on your side. The response is ready-to-use JSON.

This endpoint is 0.15¢ per successful call, which is $1.49 per 1,000. It bills from your HProxy balance with no subscription and no monthly minimum. Errors are retried and never charged; a lookup whose target does not exist counts as a call.

No. Every call runs on HProxy's own residential network behind the scenes, so requests look like real users. The proxy layer is already included in the per-call price.

A structured JSON object with the full hashtag search data YouTube exposes publicly. See the fields listed above. The schema is consistent across calls, so you integrate once and rely on it.

Yes. The response carries a cursor; pass it back on the next call to continue from where you stopped. Each page is one billable call, so you only pay for the depth you actually pull.

The API only accesses publicly available YouTube data, the same pages anyone can open in a browser. You are responsible for using the data in line with applicable laws and YouTube's terms for your use case.

Docs and AI

Connect your scraper to an AI, any time.

The whole Scraper API is published as markdown, so an assistant reads every endpoint, every parameter and a real response without a key and writes your integration. And because a scrape is one GET that answers in JSON, an agent can run the scraper itself, on its own schedule, with your key.

Read the scraper docsSet up your assistant

Claude, ChatGPT, Cursor, Gemini, Copilot, Windsurf, Perplexity, Ollama and any assistant that speaks MCP.

The API as markdown

Paste /llms/scraper-api.txt into Claude, ChatGPT, Cursor or Copilot: every endpoint and the whole catalog, in one file. No key and no account to read it.

Open the markdown

An agent can call it

One GET with your key returns structured JSON, so an agent scrapes on its own schedule. No browser to drive, no parser to keep alive between runs.

See the endpoints

MCP server and CLI

Built by us for the free tools and hosted at mcp.hproxy.com: the proxy list, the checker and the IP lookup as tools in Claude, ChatGPT, Cursor or any assistant that speaks MCP. Nothing to install, no key.

Add it to your assistant

API docs

Every scraper endpoint documented end to end, with the parameters it takes and the response it really returns.

Read the docs

Search and trends elsewhere

The same data on 6 other platforms.

One key, one JSON shape, one balance. Move sideways without learning a second API.

Search API
TikTok Hashtag Search23 endpoints on TikTokInstagram Reels Search11 endpoints on InstagramReddit Search5 endpoints on RedditThreads Search5 endpoints on ThreadsGoogle Search Results4 endpoints on GooglePinterest Search4 endpoints on Pinterest

More from YouTube

13 YouTube endpoints, one key.

The YouTube catalog
YouTube SearchSearch and trendsYouTube Trending ShortsSearch and trendsYouTube ChannelProfilesYouTube Channel VideosPosts and mediaYouTube Channel ShortsPosts and mediaYouTube VideoPosts and mediaYouTube Video TranscriptTranscriptsYouTube Video CommentsCommentsYouTube Comment RepliesComments

Every platform

The same key works on all 23.

The whole catalog

More on the YouTube Hashtag Search API

What the YouTube Hashtag Search endpoint returns

Pull the videos published under any YouTube hashtag, page by page, with engagement stats and channel metadata. The JSON object carries posts[], postCount, viewCount and cursor. Nothing is summarised away on our side, so what you read in the response is what the YouTube hashtag search page itself holds.

What you send to the YouTube Hashtag Search API

The call takes a hashtag. Required: hashtag. Optional: continuationToken and type. Your key travels in the X-API-Key header, the response is JSON, and the call is billed at 0.15¢, $1.49 per 1,000.

Search and trends on other platforms

The same search and trends data is available on 6 other platforms: TikTok Hashtag Search, Instagram Reels Search, Reddit Search, Threads Search, Google Search Results and Pinterest Search. They share this endpoint's JSON shape, its per-call billing and your one API key, so moving from YouTube to another network is a change of URL rather than a second integration.

Is scraping YouTube hashtag search allowed?

The endpoint reads publicly available YouTube data, the same pages anyone can open in a browser without logging in. It does not touch private accounts or anything behind a password. How you then use the data is yours to keep lawful, under the rules that apply to you and to YouTube.

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