How to Scrape Instagram Search Results with Rust

Extract search data from Instagram

🦀 Using Rust

Overview

Learn how to scrape Instagram search results using Rust. This comprehensive guide will walk you through the entire process, from setup to implementation.

What You'll Learn

  • • Setting up your development environment
  • • Installing the required HTTP client
  • • Authenticating with the ScrapeCreators API
  • • Making requests to Instagram
  • • Handling responses and errors
  • • Best practices for production use

What You'll Get

  • • Access to search results data
  • • JSON formatted responses
  • • Real-time data access
  • • Scalable solution
  • • Error handling patterns
  • • Performance optimization tips

Prerequisites

1. API Key

First, you'll need a ScrapeCreators API key to authenticate your requests.

Sign up at app.scrapecreators.com to get your free API key with 100 requests.

2. Development Environment

Make sure you have the following installed:

  • • Rust and its dependencies
  • • A code editor (VS Code, Sublime, etc.)
  • • Basic understanding of API requests
  • • Command line interface access

Step 1: Install HTTP Client

Reqwest is a high-level HTTP client for Rust

cargo
cargo add reqwest

Step 2: API Implementation

Now let's make a request to the Instagram API using Rust. Replace YOUR_API_KEY with your actual API key.

Rust
use reqwest;
use std::collections::HashMap;

#[tokio::main]
async fn main() -> Result<(), Box<dyn std::error::Error>> {
    let result = scrape().await?;
    println!("Response: {}", result);
    Ok(())
}

async fn scrape() -> Result<String, Box<dyn std::error::Error>> {
    let client = reqwest::Client::new();
    
    // Build query parameters
    let mut params = HashMap::new();
    params.insert("query".to_string(), "dogs".to_string());
    params.insert("page".to_string(), "1".to_string());
    
    let response = client
        .get("https://api.scrapecreators.com/v2/instagram/reels/search")
        .header("x-api-key", "YOUR_API_KEY")
        .header("Content-Type", "application/json")
        .query(&params)
        .send()
        .await?;
    
    if response.status().is_success() {
        let body = response.text().await?;
        Ok(body)
    } else {
        Err(format!("HTTP {}: {}", response.status(), response.text().await?).into())
    }
}

Step 3: Testing Your Code

API Parameters

This endpoint accepts the following parameters:

queryRequired(string)

The keyword to search for

Example: dogs

pageOptional(number)

The page number to return.

Example: 1

Run Your Code

Execute your script to test the API connection. You should see a JSON response with Instagram search results data.

✅ Success: You should receive a structured JSON response containing the requested data.

Expected Response

Here's an example of the JSON response you'll receive:

Sample Response
{
  "success": true,
  "credits_remaining": 33929349,
  "reels": [
    {
      "id": "3723045213787686915",
      "__typename": "XDTGraphVideo",
      "shortcode": "DOq6eV6iIgD",
      "url": "https://www.instagram.com/reel/DOq6eV6iIgD/",
      "caption": "Dogs are family 💙\n\nI met Rocco, a little rescue Chihuahua all the way from Mexico 🇲🇽🐾 \n\nHe’s looked after by a lovely lady who’s always had dogs, but when she lost her last one, she thought that was it, the loss is too painful to go through again. But babysitting Rocco gives her her “dog fix” and keeps her connected to the love only dogs can bring 🥰\n\nShe’s originally from Los Angeles, but now a New Yorker, and knows Central Park inside out from years of walking dogs there 🌳🐕 \n\nShe told me how dogs are family, and people who don’t love animals will never fully understand it, and I completely agree! ❤️\n\n#dogphotography #rescuedog #chihuahua #dogportrait #dogphotographer",
      "thumbnail_src": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-15/550186015_17890754136343371_4563383710172988045_n.jpg?stp=c0.280.720.720a_dst-jpg_e15_s640x640_tt6&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=d5Wmai9i7L0Q7kNvwH6u4n-&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfkaB2Nw4i5OiJscl0BtYIQRdenm5DyobWgTmjiq98BkcQ&oe=695A1764&_nc_sid=d885a2",
      "display_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-15/550186015_17890754136343371_4563383710172988045_n.jpg?stp=dst-jpg_e15_tt6&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=d5Wmai9i7L0Q7kNvwH6u4n-&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AflECyxYDTLWJ-OPnPag49aqgx6CniLKmOaUAGMGXrkDxg&oe=695A1764&_nc_sid=d885a2",
      "video_url": "https://scontent-sjc3-1.cdninstagram.com/o1/v/t2/f2/m86/AQPtJA5EnMaKK-MNttf3RtYeQCVd-RvC7-juqeJiRkM3tKOkES_-1_ejsPDHgHGZ-xl4in8i3l38K12FlyUWKsieKzs2fGzo1GYOYJI.mp4?_nc_cat=105&_nc_sid=5e9851&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_ohc=YBLRFw3fFXcQ7kNvwGKHSNS&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNzIwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6Nzg4NjQ4MjQzNTUwNjIxLCJhc3NldF9hZ2VfZGF5cyI6MTA1LCJ2aV91c2VjYXNlX2lkIjoxMDA5OSwiZHVyYXRpb25fcyI6NzUsInVybGdlbl9zb3VyY2UiOiJ3d3cifQ%3D%3D&ccb=17-1&vs=8331fe48c9c9d742&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC85NjQ3MjM4QTg3QjMzMzVCNEVBNDI2NEUzRTIyRTNBRV92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYOnBhc3N0aHJvdWdoX2V2ZXJzdG9yZS9HRGFlcnlEbFRCTkhBbXdGQUk1d0lORGFpWEk3YnFfRUFBQUYVAgLIARIAKAAYABsCiAd1c2Vfb2lsATEScHJvZ3Jlc3NpdmVfcmVjaXBlATEVAAAmuubGpq_R5gIVAigCQzMsF0BS7MzMzMzNGBJkYXNoX2Jhc2VsaW5lXzFfdjERAHX-B2XmnQEA&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&_nc_zt=28&oh=00_Afnoz52f0MquXCMwfTVoxg7ArrUBU0IM-BhI13EbDc8qKg&oe=695618AE",
      "has_audio": false,
      "accessibility_caption": null,
      "video_view_count": 21808,
      "video_play_count": 46018,
      "product_type": "clips",
      "video_duration": 75.7,
      "clips_music_attribution_info": {
        "artist_name": "Oliver Max",
        "song_name": "Smiling Heart",
        "uses_original_audio": false,
        "should_mute_audio": false,
        "should_mute_audio_reason": "",
        "audio_id": "1711608879787237"
      },
      "is_video": true,
      "owner": {
        "id": "70127159370",
        "username": "fetchmycamera_",
        "is_verified": true,
        "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/464124732_886472936919742_2388131534569981752_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=110&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=zUH1QNaBCjYQ7kNvwEvfJoG&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afl7bOnEEqOQh9YqpKjOfS9Nly8_GgqVf-UHM2PXwEnrRQ&oe=695A1C46&_nc_sid=d885a2",
        "full_name": "Mark | Dog Photographer & Storyteller",
        "is_private": false,
        "is_unpublished": false,
        "follower_count": 188406,
        "post_count": 117
      },
      "taken_at": "2025-09-16T16:56:45.000Z",
      "is_ad": false,
      "like_count": 3487,
      "is_affiliate": false,
      "is_paid_partnership": false,
      "location": {
        "id": "110103980565013",
        "has_public_page": true,
        "name": "Central Park, New York City",
        "slug": "central-park-new-york-city",
        "address_json": "{\"street_address\": \"5th Avenue & 59th Street - Grand Army Plaza\", \"zip_code\": \"10019\", \"city_name\": \"New York, New York\", \"region_name\": \"\", \"country_code\": \"\", \"exact_city_match\": false, \"exact_region_match\": false, \"exact_country_match\": false}"
      },
      "comment_count": 90,
      "comments": [
        {
          "id": "17987217557879174",
          "text": "😍",
          "owner": {
            "id": "59201694781",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/487953757_1207254180975255_6791368254609466885_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby41ODkuYzIifQ&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=qE_Ww23SCnYQ7kNvwH_hlCD&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afn9DKpQeyNf-M17weq6PlGfa-TnjHbUWDOMSLsw-0Q3IQ&oe=695A2603&_nc_sid=d885a2",
            "username": "bslattt_official"
          },
          "like_count": 0,
          "created_at": "2025-11-14T17:34:59.000Z"
        },
        {
          "id": "18074753483225024",
          "text": "Lovely pics",
          "owner": {
            "id": "332969663",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/554949297_18531189820041664_4077444049291310484_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=A3OnqeSVSq4Q7kNvwG6hfk7&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afn6SfsNofEYIwSWZPDTmIWFuEy2ViaUG6MUuWarBoo54w&oe=6959FCDF&_nc_sid=d885a2",
            "username": "anakaren.guadiana"
          },
          "like_count": 0,
          "created_at": "2025-11-12T18:01:18.000Z"
        },
        {
          "id": "17866810455454997",
          "text": "What a wonderful lady ❤️. Such wise words. A woman after my own heart.",
          "owner": {
            "id": "343166110",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/524930565_18516345268062111_8839995770772822809_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=dmHtxaG47ZoQ7kNvwGBKLD2&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afm2KykJ1Ofdf8rC7aDV5O6TYVGwWRyCXmqJ23FYKQ-MBQ&oe=6959F6FE&_nc_sid=d885a2",
            "username": "deborah_stephens_crompton"
          },
          "like_count": 0,
          "created_at": "2025-09-27T08:28:48.000Z"
        },
        {
          "id": "17883138888380853",
          "text": "Awww gorgeous chap 😍",
          "owner": {
            "id": "63909801834",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/472545516_1356529662375460_8780352590896022526_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=9j4FMZVtXkoQ7kNvwHSxdH8&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfmOwzgj-HJBkC0E17bKthyQAK5yhLUeBBv78aF2VJ6P-w&oe=6959F4D7&_nc_sid=d885a2",
            "username": "maliboy_drako"
          },
          "like_count": 0,
          "created_at": "2025-09-22T18:00:36.000Z"
        },
        {
          "id": "18152016454394571",
          "text": "You can tell how well Rocco and his “babysitter” get on. Lovely. 😍",
          "owner": {
            "id": "568247601",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/11881764_883838191652973_1066130392_a.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xNTAuYzIifQ&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=109&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=cI5M36ecaG4Q7kNvwHzfZAp&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AflLkXgc7dXD8GsZZJzTc6X-3i4nj5ZSGvlWOHQPI-Ysew&oe=695A19BB&_nc_sid=d885a2",
            "username": "tigerknit"
          },
          "like_count": 0,
          "created_at": "2025-09-20T14:43:48.000Z"
        },
        {
          "id": "17859725916498699",
          "text": "😍😍😍❤️❤️❤️",
          "owner": {
            "id": "69446179948",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/464229009_3950973158555271_7641150328511084297_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=nt04hlZw-ZwQ7kNvwGhXMmT&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfkvXRwq2ivSu-opLa6cBuQMCWssEfr4WP0ehl8CnC-g7Q&oe=6959FB81&_nc_sid=d885a2",
            "username": "kimdoc2024"
          },
          "like_count": 0,
          "created_at": "2025-09-19T17:05:46.000Z"
        },
        {
          "id": "18057171713168922",
          "text": "these always make me teary eyed i love them",
          "owner": {
            "id": "266373974",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/574518009_18548013100005975_167805596992694220_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=Eo_NJklXn7wQ7kNvwFVZhkX&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfnbyuPtMuT6yQ6vr_daA6TngWc-dMDpJaDUHz0vGvxTxg&oe=695A120B&_nc_sid=d885a2",
            "username": "actualsamclark_"
          },
          "like_count": 0,
          "created_at": "2025-09-19T06:41:51.000Z"
        },
        {
          "id": "18322604848242047",
          "text": "❤️❤️❤️",
          "owner": {
            "id": "452338107",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/587799420_18546399214050108_8325887671263455332_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=100&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=AuTK2zL8PuoQ7kNvwGMgMt1&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfnIgkTe1fDyYjliQHfWe4hl-_pjR-6kYsda4li9CH1z1Q&oe=695A1F02&_nc_sid=d885a2",
            "username": "belinda_leopold"
          },
          "like_count": 0,
          "created_at": "2025-09-18T22:43:02.000Z"
        },
        {
          "id": "18060781244375740",
          "text": "I’m loving the NYC content 😍",
          "owner": {
            "id": "2031472702",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/527498070_18501982639064703_4788115371651095456_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QEgFUe8Hj_UR-Af4n8brIqO2O_yZfoRHnHjM_VSEqFgfOpJoZ-_uIv8BVvGuSnLWQw&_nc_ohc=B_jzsm_r8T8Q7kNvwEO-gC9&_nc_gid=rIrCBBTCedpkbi2BFdOeJA&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afm05gN_ZMBBmcFcKxjGanwd8u9ctLfpUvLvksiDV_uc6Q&oe=695A2B43&_nc_sid=d885a2",
            "username": "lola_and_luna_"
          },
          "like_count": 0,
          "created_at": "2025-09-18T21:03:56.000Z"
        }
      ]
    },
    {
      "id": "3799150343414200124",
      "__typename": "XDTGraphVideo",
      "shortcode": "DS5SxvLgbc8",
      "url": "https://www.instagram.com/reel/DS5SxvLgbc8/",
      "caption": "2️⃣ DOGS AND POLITICS 🐶🇺🇸\nFrench Bulldog = Democrat\nGerman Shepherd = Republican\nGolden Retriever / Pitbull? Those sparked debate.\nWhat’s your dog, and how would they vote? ⬇️",
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          "text": "I have a Republican German shepherd, av Republican golden retriever, a Republican vizsla and finally, a Republican frenchie.  We’re doing that if you put a left leaning frenchie in a house full of Republican dogs, it overpowers the stupidity of the left and instills values and morals in the pup!",
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          "text": "All my dogs Vote Red!",
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          "text": "Labrador Retriever is definitely 💯 a conservative.",
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          "text": "Rottweiler = MAGA 🔴",
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          "text": "People with nothing to hide don’t obstruct transparency.",
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          "text": "Hilarious!!! I am in trouble with labradoodle and maltipoo!!😂😂😂😂",
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          "id": "18105950377597307",
          "text": "Any updates about papi?",
          "owner": {
            "id": "60125641833",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/357998166_280971067933421_507467681038376014_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4yMTUuYzIifQ&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=105&_nc_oc=Q6cZ2QGdVADjQCL-XfXR1w-aABSRxYCm3ctHN_l2aCZVmIX26bAXwCEbJ-X-sD0Q_oq6m54&_nc_ohc=GRuHL5J6fLIQ7kNvwEtKak-&_nc_gid=K2ngcS-IqRjRHUvD236sDQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afm2FjOoUxej9w-wuaYNFs5KjE-8obxCn_l2EjHLEiW67w&oe=695A1FE8&_nc_sid=d885a2",
            "username": "drindy1891"
          },
          "like_count": 0,
          "created_at": "2025-10-05T04:14:17.000Z"
        },
        {
          "id": "18069054086178295",
          "text": "Boy is he cute!🥰",
          "owner": {
            "id": "555354669",
            "is_verified": false,
            "profile_pic_url": "https://instagram.fssa26-1.fna.fbcdn.net/v/t51.2885-19/573323465_1219825463302212_7278921664109726296_n.png?stp=dst-jpg_e0_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xNTAuYzIifQ&_nc_ht=instagram.fssa26-1.fna.fbcdn.net&_nc_cat=1&_nc_oc=Q6cZ2QHtkUwOM8koE4cmbsRtChZ_Fnj0mE87znNR9tKpvQBaJfXfnpiNce3zRQlIlivs_XYdiVSGghe9FuCjmJG4cRKd&_nc_ohc=C6XMqwZ-Vh8Q7kNvwEjhePU&_nc_gid=-HOTR_1Tyf1AGyiJ3DcJbg&edm=AA0lj5EBAAAA&ccb=7-5&ig_cache_key=YW5vbnltb3VzX3Byb2ZpbGVfcGlj.3-ccb7-5&oh=00_AflpsBlrlgPeSDJE2oWpWqKgodk5znVbC2CyTmVRYiBjLw&oe=695A226A&_nc_sid=0a490e",
            "username": "mbebeg"
          },
          "like_count": 0,
          "created_at": "2025-09-15T16:40:29.000Z"
        },
        {
          "id": "18102147841614416",
          "text": "@simonsits would you mind sharing Hershey at Sean Casey Animal Rescue in NYC? She has a really sad story. Tagged you in the reel 🫶🫶🫶",
          "owner": {
            "id": "67524856210",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/572759091_17912312325248211_8780307218513566488_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby42MzAuYzIifQ&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QGdVADjQCL-XfXR1w-aABSRxYCm3ctHN_l2aCZVmIX26bAXwCEbJ-X-sD0Q_oq6m54&_nc_ohc=wpAWuV6VBNsQ7kNvwHVEVd6&_nc_gid=K2ngcS-IqRjRHUvD236sDQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Aflx3lBRd6Y5M8-iSwjq89FEi-WtYDSuKIhrix_AWgMN8Q&oe=695A0E0B&_nc_sid=d885a2",
            "username": "rescueme_atl"
          },
          "like_count": 0,
          "created_at": "2025-09-08T23:42:01.000Z"
        },
        {
          "id": "17898538257146818",
          "text": "His ears are so cute!! Congrats on your new home, Papi 🥰",
          "owner": {
            "id": "1265500700",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/244996814_150810653934904_2279369412918713642_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QGdVADjQCL-XfXR1w-aABSRxYCm3ctHN_l2aCZVmIX26bAXwCEbJ-X-sD0Q_oq6m54&_nc_ohc=sl2fP_gW8NAQ7kNvwGDxvu-&_nc_gid=K2ngcS-IqRjRHUvD236sDQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afmx409Lo-NFVTRta-sUCbhAf8SSQtWgIa9OsWk1p_HkAA&oe=6959F57F&_nc_sid=d885a2",
            "username": "heyitskatie.e"
          },
          "like_count": 0,
          "created_at": "2025-09-07T11:55:01.000Z"
        },
        {
          "id": "18083640358925103",
          "text": "👏👏❤️❤️❤️",
          "owner": {
            "id": "71894642295",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/474098600_1373022294139844_1528652692046303515_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=108&_nc_oc=Q6cZ2QGdVADjQCL-XfXR1w-aABSRxYCm3ctHN_l2aCZVmIX26bAXwCEbJ-X-sD0Q_oq6m54&_nc_ohc=qUVmux49V2oQ7kNvwH98btJ&_nc_gid=K2ngcS-IqRjRHUvD236sDQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfnLel00Wo8KSFiGb9yfEj2Zn_xFZuCYn6SLHkg0PpGPgA&oe=695A2502&_nc_sid=d885a2",
            "username": "da_world_is_beautiful_too"
          },
          "like_count": 0,
          "created_at": "2025-09-07T03:45:13.000Z"
        },
        {
          "id": "18063522854596045",
          "text": "😍🥲",
          "owner": {
            "id": "240611235",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/186414075_308475200803522_3698779657429310264_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby45NTguYzIifQ&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=110&_nc_oc=Q6cZ2QGdVADjQCL-XfXR1w-aABSRxYCm3ctHN_l2aCZVmIX26bAXwCEbJ-X-sD0Q_oq6m54&_nc_ohc=I1OoDzpWK-0Q7kNvwHLaHPN&_nc_gid=K2ngcS-IqRjRHUvD236sDQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_AfnDqWBw27dei0SLBNXpmza5ENJ-qBfcYsK5LJHPSHgMFg&oe=6959FD44&_nc_sid=d885a2",
            "username": "darlene0413"
          },
          "like_count": 0,
          "created_at": "2025-09-07T02:56:34.000Z"
        },
        {
          "id": "18040771241387901",
          "text": "Such an adorable ad! I need to restock my milkbone stash - might need to try out the peanut butter ones for my doggie!",
          "owner": {
            "id": "9015461",
            "is_verified": false,
            "profile_pic_url": "https://scontent-sjc3-1.cdninstagram.com/v/t51.2885-19/448267585_1184470225922163_3510112024900250343_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_cat=103&_nc_oc=Q6cZ2QGdVADjQCL-XfXR1w-aABSRxYCm3ctHN_l2aCZVmIX26bAXwCEbJ-X-sD0Q_oq6m54&_nc_ohc=CWv0nI_NtgsQ7kNvwF9B_IN&_nc_gid=K2ngcS-IqRjRHUvD236sDQ&edm=ANTKIIoBAAAA&ccb=7-5&oh=00_Afnq2BAWJ03LX2naGiGh4w85BERCiOUrAha9MNJnJtVNpg&oe=6959F805&_nc_sid=d885a2",
            "username": "daisyann7"
          },
          "like_count": 0,
          "created_at": "2025-09-07T01:46:57.000Z"
        }
      ]
    }
  ]
}

Verify Response Structure

Check that your response includes the expected fields:

  • ✓success(boolean)
  • ✓credits_remaining(number)
  • ✓reels(object)

Best Practices

1

Error Handling

Implement comprehensive error handling and retry logic for failed requests. Log errors properly for debugging.

2

Caching

Cache responses when possible to reduce API calls and improve performance. Consider data freshness requirements.

3

Security

Never expose your API key in client-side code. Use environment variables and secure key management practices.

Performance Tips

Batch Requests

When scraping multiple search results, consider batching requests to maximize throughput while staying within rate limits.

Async Processing

Use asynchronous processing in Rust to handle multiple requests concurrently and improve overall performance.

Common Use Cases

Market Research

Analyze Instagram search results to understand market trends, competitor analysis, and audience insights.

Content Analytics

Track performance metrics, engagement rates, and content trends across Instagram search results.

Lead Generation

Identify potential customers and business opportunities throughInstagram data analysis.

Troubleshooting

Common Errors

401 Unauthorized

Check your API key is correct and properly formatted in the x-api-key header.

402 Payment Required

You ran out of credits and need to buy more.

404 Not Found

The resource might not exist or be private.

500 Server Error

Temporary server issue. Implement retry logic with exponential backoff.

Frequently Asked Questions

How much does it cost to scrape Instagram search results?

ScrapeCreators offers 100 free API calls to get started. After that, pricing starts at $10 for 5k requests with volume discounts available.

Is it legal to scrape Instagram data?

Scraping publicly available data is fair game, and we only collect public data. So anything that you can see in an incognito browser is what we collect.

How fast can I scrape Instagram search results?

There is no rate limit! So you can scrape as fast as you want!

What data format does the API return?

All API responses are returned in JSON format, making it easy to integrate with any programming language or application.

Can I use this with other Rust frameworks?

Yes! This tutorial focuses on core Rust HTTP concepts that work with any framework. The API calls remain the same regardless of your specific Rust setup.

How do I handle large datasets?

For large datasets, implement pagination, use streaming responses where available, and consider storing data in a database for efficient querying.

Related Tutorials

All Tutorials

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Free Tools

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