Instagram · Search and trends

Instagram Reels Search Scraper API

The Instagram Reels Search endpoint is one API call: send a search query with your HProxy key and get back a clean, structured JSON object. Search Instagram reels by keyword and get ranked results back with caption, play counts, audio and the creator behind each. 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 Instagram 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 keyInstagram API reference
  • 0.15¢ per call
  • $1.49 per 1,000
  • Takes a search query
  • Errors and timeouts are not charged

On Instagram

Profiles3Posts and media5Transcripts1Comments1Search and trends1

Search and trends

InstagramTikTokYouTubeRedditThreadsGooglePinterest

The call

One GET, and the reels 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/instagram/reels-search?query=coffee" \
  -H "X-API-Key: hpx_your_key_here"
Response200 OK · JSON
{
  "query": "your query",
  "results": [
    { "type": "video", "id": "72901...", "title": "...", "stats": { "views": 12043 } }
  ],
  "cursor": "eyJwYWdlIjoyfQ"
}

What comes back

The Instagram reels search object.

results[]
Ranked results in the platform's own order.
type
Result type (user, video, post, product) per item.
query
The query the ranking was computed for.
cursor
Pagination token to pull the next page of results.

What it takes

Parameters.

querystringRequiredcoffee

Search term or keyword.

date_postedstringlast-hour

Filter by date, as YYYY-MM-DD. Allowed values: `last-hour`, `last-day`, `last-week`, `last-month`, `last-year`.

pageinteger0

Pagination token from the previous response.

How it works

Scraping Instagram reels search, in three steps.

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

Create a free accountEvery Instagram 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 Instagram reels search endpoint earns its keep.

  • Monitor Instagram for brand mentions, keywords or new competitors.
  • Build a trend-tracking pipeline off live search results.
  • Discover creators or products around any query.

Instagram reels search questions

Answered before you ask.

The reference

Send one authenticated HTTPS request to the Instagram Reels Search endpoint with a search query and your HProxy API key. Search Instagram reels by keyword and get ranked results back with caption, play counts, audio and the creator behind each. 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 reels search data Instagram 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 Instagram data, the same pages anyone can open in a browser. You are responsible for using the data in line with applicable laws and Instagram'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 Keyword Search23 endpoints on TikTokYouTube Search13 endpoints on YouTubeReddit Search5 endpoints on RedditThreads Search5 endpoints on ThreadsGoogle Search Results4 endpoints on GooglePinterest Search4 endpoints on Pinterest

More from Instagram

11 Instagram endpoints, one key.

The Instagram catalog
Instagram ProfileProfilesInstagram Basic ProfileProfilesInstagram PostPosts and mediaInstagram User PostsPosts and mediaInstagram User ReelsPosts and mediaInstagram Media TranscriptTranscriptsInstagram Post CommentsCommentsInstagram User HighlightsPosts and mediaInstagram Highlight DetailPosts and media

Every platform

The same key works on all 23.

The whole catalog

More on the Instagram Reels Search API

What the Instagram Reels Search endpoint returns

Search Instagram reels by keyword and get ranked results back with caption, play counts, audio and the creator behind each. The JSON object carries results[], type, query and cursor. Nothing is summarised away on our side, so what you read in the response is what the Instagram reels search page itself holds.

What you send to the Instagram Reels Search API

The call takes a search query. Required: query. Optional: date_posted and page. 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 Keyword Search, YouTube 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 Instagram to another network is a change of URL rather than a second integration.

Is scraping Instagram reels search allowed?

The endpoint reads publicly available Instagram 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 Instagram.

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