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URL: https://apify.com/apify/instagram-search-scraper

โ‡ฑ ๐Ÿ”Ž Instagram Search Scraper ยท Apify


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from $1.50 / 1,000 results

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Instagram Search Scraper

Scrape Instagram search results: places, businesses, locations, users, and hashtags. Add a keyword and extract search results like contact details, categories, metrics, recent posts, hashtag popularity. Export scraped data, schedule scraper via API, and integrate with other tools or AI workflows.

Pricing

from $1.50 / 1,000 results

Rating

4.4

(24)

Developer

๐Ÿ‘ Apify

Apify

Maintained by Apify

Actor stats

185

Bookmarked

13K

Total users

1.4K

Monthly active users

2.9 days

Issues response

2 hours ago

Last modified

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What can Instagram Search Scraper do?

Instagram Search Scraper lets you extract Instagram search results for hashtags, places, or profiles and extract detailed, structured data about them. Add one or more keywords, and the scraper will find matching profiles, hashtags, or locations.

๐Ÿ“ Places

๐Ÿ  Extract metadata such as place name, category, phone, price range, slug, and location ID

โฐ Access opening hours and status (open/closed, opening/closing times)

๐Ÿ“ Get location details including full address, city, zip, latitude, and longitude

๐Ÿ•บ Profiles

๐Ÿ‘ค Extract account metadata such as ID, username, profile URL, full name, bio, and external URLs

๐Ÿ“Š Collect followers, following, posts count, verification, and profile picture

๐Ÿข Access business info: business account status, category, Facebook page info, joined recently

๐Ÿ™๏ธ Get location details including city, street address, latitude & longitude, and zip code

#๏ธโƒฃ Hashtags

๐Ÿท๏ธ Extract hashtag metadata such as name, ID, URL, posts count, posts per day, and difficulty

๐Ÿ“Š Collect average, frequent, and rare hashtags with usage volume

๐Ÿ“ˆ Access related average and related rare hashtags with usage volume

๐Ÿฆพ Overall

โฌ‡๏ธ Export the results in JSON, CSV, Excel, or XML

๐Ÿฆพ Access all data programmatically via SDKs (Python & Node.js), API endpoints, and webhooks

๐Ÿคณ Explore more of our social media scrapers

Use Instagram Search Scraper to discover local businesses and profiles, explore trending and related hashtags, have a brief analysis of content popularity, and monitor local or niche posts.

What data can I scrape using this Instagram Search API?

Using this Instagram Search API, you will be able to extract the following Instagram search results, depending on the search type you've picked โ€” place, profile, or hashtag:

๐Ÿ“Places
๐Ÿ” Searchsearch term, search source, input URL
๐Ÿ  Placename, category, phone, price range, slug, location ID
๐Ÿ“Š Stats & mediamedia count, profile pic URL, username, ID
โฐ Hoursstatus, opening/closing times
๐Ÿ“ Posts12 latest posts (type, caption, images, hashtags, location, comments, likes, views, media)
๐Ÿ“ Locationaddress, city, zip, latitude, longitude
๐Ÿ•บProfiles
๐Ÿ” Search infosearch term, search source, input URL
๐Ÿ‘ค Account infoID, username, profile URL, full name, bio, external URL(s)
๐Ÿ“Š Stats & featuresfollowers & follows count, has channel, posts count, verified, profile picture
๐Ÿข Business infois business account, business category, Facebook page info, joined recently
๐Ÿ™๏ธ Locationcity, street address, latitude & longitude, zip code
๐Ÿ–ผ๏ธ๐Ÿ“น Posts12 latest posts (images, carousels, videos, captions, hashtags, likes, comments, views, music info)
#๏ธโƒฃ Hashtags
๐Ÿ” Searchsearch term, search source
๐Ÿท๏ธ Hashtagname, id, url, posts count, posts per day, difficulty
๐Ÿ“Š Average, frequent, rarehashtag, volume
๐Ÿ“ˆ Related average, related rarehashtag, volume

Tip: To scrape detailed content for a user, use our ๐Ÿ”— Instagram Profile Scraper. If you need to extract details from specific location URL rather then places in general, go for the ๐Ÿ”— Instagram Scraper.

How to scrape Instagram search results?

  1. Create a free Apify account.
  2. Find Instagram Search Scraper.
  3. Add one or multiple keywords, choose a search type (user, hashtag, or place), and the number of results per keyword.
  4. Click โ€œSave & Startโ€ to start the scraper.
  5. Download your data in JSON, CSV, Excel, or XML, or access it through API.

๐Ÿ’ก Tip: Search is not the only way to do discovery on Instagram, hashtags are still as important. You can first find valuable hashtags on your topic using this Instagram Search Scraper, and then drill down on each hashtag separately using ๐Ÿ”— Instagram Hashtag Scraper. It will find you all popular reels or posts related to each hashtag. And if you want to extract all possible hashtags on a given topic, use our ๐Ÿ”— Instagram Related Hashtag Stats Scraper. It has similar functionalities as this seach scraper, just no limitation on number of results.

How much will scraping Instagram Search results cost?

Instagram Search Scraper uses a pay-per-event (PPE) model. On the Free plan, it costs $2.60 per 1,000 results โ€” which gives you nearly 2,000 results for free with $5 credit.

Paid plans include discounted PPE rates and more monthly credit. For instance, on Starter plan, you'll pay $2.30 per 1,000 results, giving you over 12,600 results each month. Check the pricing tab for full details and discounts.

โฌ‡๏ธ Input

Enter one or more keywords, then choose which type of search to perform: place, user or hashtag. A keyword may consist of one or multiple words. To scrape multiple search terms at once, just submit them into the same field as a comma-separated list. You can also specify the number of results youโ€™d like to get per keyword.

๐Ÿ‘ Instagram Search Scraper input

โฌ†๏ธ Output

The results appear in a dataset in the Storage tab. You can view them as a table, download them in JSON, CSV, Excel, or XML, or access them via API.

๐Ÿ‘ Instagram Search Scraper output

๐Ÿ“ Extracted Instagram Search data sample (search by places)

"searchTerm":"cakes prague",
"searchSource":"google",
"inputUrl":"https://www.instagram.com/explore/locations/270309914/bakeshop-praha/",
"name":"Bakeshop Praha",
"phone":"+420 222 316 823",
"category":"Bakery",
"media_count":2850,
"price_range":2,
"lat":50.0897287,
"lng":14.42240711,
"slug":"bakeshop-praha",
"location_id":"270309914",
"location_address":"",
"location_city":"",
"location_zip":"",
"ig_business":{
"profile":null
},
"hours":{
"status":"Open until 4:00โ€ฏPM"
}
},
{
"searchTerm":"cakes prague",
"searchSource":"google",
"inputUrl":"https://www.instagram.com/explore/locations/143144229466723/krusta-bakery-old-town-prague-czech/",
"name":"Krusta Bakery, Old Town, Prague, Czech",
"phone":"+420 607 745 948",
"category":"Bakery",
"media_count":28,
"price_range":1,
"lat":50.08605234,
"lng":14.4186596,
"slug":"krusta-bakery-old-town-prague-czech",
"location_id":"143144229466723",
"location_address":"",
"location_city":"",
"location_zip":"",
"ig_business":{
"profile":null
},
"hours":{
"status":"Closed"
}
},
{
"searchTerm":"cakes prague",
"searchSource":"google",
"inputUrl":"https://www.instagram.com/explore/locations/460164254727010/sweet-dreams-cz-chimney-cakes/",
"name":"Sweet Dreams CZ - chimney cakes",
"phone":"",
"category":"Fast food restaurant",
"media_count":23,
"price_range":2,
"lat":50.085855540208,
"lng":14.420703649521,
"slug":"sweet-dreams-cz-chimney-cakes",
"location_id":"460164254727010",
"location_address":"Melantrichova 12",
"location_city":"",
"location_zip":"11000",
"ig_business":{
"profile":{
"profile_pic_url":"https://scontent-lga3-1.cdninstagram.com/v/t51.2885-19/84540724_924556021293734_6854698440694169600_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDczLmMyIn0&_nc_ht=scontent-lga3-1.cdninstagram.com&_nc_cat=102&_nc_oc=Q6cZ2QFDz6mI_n1IrTIrYKKMyBxUhVRXjNmF4jikRPkrSKtGJTiRlgb3cVRAoiIGwKlCuTM&_nc_ohc=1zF1eoyLTeoQ7kNvwGdscIw&_nc_gid=5etk11fufS3a1DDHFm2y5w&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfdzkeYPenVQlZelhGpoeO8Yi7g3Ik1VYaPOdZNB_GH2pA&oe=69005D45&_nc_sid=10d13b",
"username":"sweetdreamscz",
"id":"13465708856"
}
},
"hours":{
"status":"Open until 11:00โ€ฏPM"
}
},
{
"searchTerm":"cakes prague",
"searchSource":"google",
"inputUrl":"https://www.instagram.com/explore/locations/1022293501/prague-pastry/",
"name":"Prague Pastry",
"phone":"",
"category":"Cafe",
"media_count":132,
"price_range":0,
"lat":35.817311400041,
"lng":51.483785915457,
"slug":"prague-pastry",
"location_id":"1022293501",
"location_address":"",
"location_city":"",
"location_zip":"",
"ig_business":{
"profile":null
},
"hours":{
"status":"Open until 11:00โ€ฏPM"
},
"code":"C1fUNncL7ii",
"pk":"3269420751126509730",
"id":"3269420751126509730_970370936",
"ad_id":null,
"boosted_status":null,
"boost_unavailable_identifier":null,
"boost_unavailable_reason":null,
"caption":null,
"caption_is_edited":false,
"feed_demotion_control":null,
"feed_recs_demotion_control":null,
"taken_at":1703965346,
"inventory_source":null,
"video_versions":null,
"is_dash_eligible":null,
"number_of_qualities":null,
"video_dash_manifest":null,
"image_versions2":{
"candidates":[
{
"url":"https://scontent-sjc3-1.cdninstagram.com/v/t39.30808-6/472866200_18478220851002937_6185328965757055417_n.jpg?stp=dst-jpg_e35_tt6&_nc_cat=100&ig_cache_key=MzI2OTQyMDc1MTEyNjUwOTczMA%3D%3D.3-ccb1-7&ccb=1-7&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjE0NDB4MTQ0MC5zZHIuQzMifQ%3D%3D&_nc_ohc=8i0IacsyS7cQ7kNvwF8GPHN&_nc_oc=Adm9if9xVsjN7rry0a7QjWwgmRk0qIFsh5jBgAKY8_W9tVwZrjtkcMVU4bFA5oya-xQ&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-sjc3-1.cdninstagram.com&_nc_gid=mc8G0i7vFtx2io0KTa3BaQ&oh=00_Aff4fwzeFDtaTrBbdBU9zgMfCSfrj4cmcTDXeFddYfWm0g&oe=69004F6B",
"height":1440,
"width":1440
},
"is_paid_partnership":false,
"sponsor_tags":null,
"affiliate_info":null,
"original_height":1440,
"original_width":1440,
"organic_tracking_token":"eyJ2ZXJzaW9uIjo1LCJwYXlsb2FkIjp7ImlzX2FuYWx5dGljc190cmFja2VkIjp0cnVlLCJ1dWlkIjoiYjdjM2QwMzAtMWJhOC00OTJmLTg4NTAtZWY5YmU3M2Q1NmEwMzI2OTQyMDc1MTEyNjUwOTczMCJ9LCJzaWduYXR1cmUiOiIifQ==",
"link":null,
"story_cta":null,
"user":{
"pk":"970370936",
"username":"adelinehaddad",
"profile_pic_url":"https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/290156192_398309542339688_5651256907829704464_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby43MjAuYzIifQ&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=108&_nc_oc=Q6cZ2QFQCxu6vivqnsjunryvD6lg08RwmfOtys8V3nxd2VhnhgdyVcdCBmg2fzzPFBgPdws&_nc_ohc=VmpNgkMZUm4Q7kNvwGLF7qI&_nc_gid=mc8G0i7vFtx2io0KTa3BaQ&edm=APs17CUBAAAA&ccb=7-5&oh=00_AffiYTcLucEpl7aI0CEKjD1C9pv1awFjak16t15F2fXlmg&oe=69005574&_nc_sid=10d13b",
"is_private":false,
"is_embeds_disabled":false,
"is_unpublished":false,
"is_verified":false,
"friendship_status":null,
"latest_besties_reel_media":null,
"latest_reel_media":null,
"live_broadcast_visibility":null,
"live_broadcast_id":null,
"seen":null,
"supervision_info":null,
"id":"970370936"
},
"group":null,
"owner":{
"pk":"970370936",
"profile_pic_url":"https://scontent-sjc6-1.cdninstagram.com/v/t51.2885-19/290156192_398309542339688_5651256907829704464_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby43MjAuYzIifQ&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=108&_nc_oc=Q6cZ2QFQCxu6vivqnsjunryvD6lg08RwmfOtys8V3nxd2VhnhgdyVcdCBmg2fzzPFBgPdws&_nc_ohc=VmpNgkMZUm4Q7kNvwGLF7qI&_nc_gid=mc8G0i7vFtx2io0KTa3BaQ&edm=APs17CUBAAAA&ccb=7-5&oh=00_AffiYTcLucEpl7aI0CEKjD1C9pv1awFjak16t15F2fXlmg&oe=69005574&_nc_sid=10d13b",
"username":"adelinehaddad",
"friendship_status":null,
"is_embeds_disabled":false,
"is_unpublished":false,
"is_verified":false,
"show_account_transparency_details":true,
"supervision_info":null,
"transparency_product":null,
"transparency_product_enabled":false,
"transparency_label":null,
"id":"970370936"
},
"coauthor_producers":[],
"invited_coauthor_producers":[],
"follow_hashtag_info":null,
"title":null,
"comment_count":0,
"comments_disabled":null,
"commenting_disabled_for_viewer":null,
"like_and_view_counts_disabled":false,
"has_liked":false,
"top_likers":null,
"facepile_top_likers":null,
"like_count":0,
"preview":null,
"can_see_insights_as_brand":false,
"social_context":null,
"view_count":null,
"can_reshare":null,
"can_viewer_reshare":true,
"ig_media_sharing_disabled":false,
"photo_of_you":false,
"product_type":"feed",
"media_type":1,
"usertags":null,
"media_overlay_info":null,
"carousel_parent_id":null,
"carousel_media_count":null,
"carousel_media":null,
"location":{
"pk":2346631682224801,
"lat":50.085882928078,
"lng":14.415053392466,
"name":"Chimney Cake Prague",
"profile_pic_url":null
},
"has_audio":null,
"clips_metadata":null,
"clips_attribution_info":null,
"accessibility_caption":"Photo by Ade Had in Chimney Cake Prague.",
"audience":null,
"display_uri":"https://scontent-sjc6-1.cdninstagram.com/v/t39.30808-6/472866200_18478220851002937_6185328965757055417_n.jpg?stp=dst-jpg_e35_s1080x1080_sh0.08_tt6&_nc_ht=scontent-sjc6-1.cdninstagram.com&_nc_cat=101&_nc_oc=Q6cZ2QFQCxu6vivqnsjunryvD6lg08RwmfOtys8V3nxd2VhnhgdyVcdCBmg2fzzPFBgPdws&_nc_ohc=L9ECpEyah5QQ7kNvwF1CYc0&_nc_gid=mc8G0i7vFtx2io0KTa3BaQ&edm=APs17CUAAAAA&ccb=7-5&oh=00_AfeNPuBuXFwo_OnwdpgwtQkB_tXzbden8_M99kNOx2x07Q&oe=69004F6B&_nc_sid=10d13b",
"media_cropping_info":null,
"profile_grid_thumbnail_fitting_style":null,
"thumbnails":null,
"timeline_pinned_user_ids":[],
"upcoming_event":null,
"__typename":"XDTMediaDict"
},
}]

๐Ÿ•บ Extracted Instagram Search data sample (search by profiles)

[
{
"searchTerm":"cakes prague",
"searchSource":"facebook-ads",
"inputUrl":"https://www.facebook.com/api/graphql/",
"id":"66573658348",
"username":"dora.prague.cakes",
"url":"https://www.instagram.com/dora.prague.cakes",
"fullName":"Dora Cakes",
"biography":"Online Baking Studio\nโ— Asian homemade cakes / ๐Ÿ’ฏ %vegan options \norder via @prague.dora/Objednat via @prague.dora",
"externalUrls":[
{
"title":"",
"lynx_url":"https://l.instagram.com/?u=http%3A%2F%2Finstagram.com%2Fprague.dora%2F&e=AT33aSPYAQQEdBsa98xciPvV61n0mVj1Vg1DwfSXhY6119I1pbrje1YWm2tz-fN63DPskPGVQkxJBr6qTEiqBkDrmEsVlaQ1",
"url":"http://instagram.com/prague.dora/",
"link_type":"external"
},
{
"title":"Facebook profile",
"lynx_url":"",
"url":"",
"link_type":"facebook"
}
],
"externalUrl":"http://instagram.com/prague.dora/",
"externalUrlShimmed":"https://l.instagram.com/?u=http%3A%2F%2Finstagram.com%2Fprague.dora%2F&e=AT1DnwS8M3xN_5FQ-v70hPwg1OZt7CD9-52ZvAI1XIO0H4YL_hRrNvfuqRgqe-JN8V5tezBy_O-YFC5lpjPKD7owFMOZhfKl",
"followersCount":261,
"followsCount":25,
"hasChannel":false,
"highlightReelCount":13,
"isBusinessAccount":true,
"joinedRecently":false,
"businessCategoryName":"None,Candy Store",
"private":false,
"verified":false,
"profilePicUrl":"https://scontent-lga3-3.cdninstagram.com/v/t51.2885-19/448764192_1142727630369172_915707507726496118_n.jpg?stp=dst-jpg_e0_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-lga3-3.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QFOo7N2B6Ru_4m9iaWMjvWYdl0E8G9VX98RUAy0d71rsDB6kBZpmhYdDrcdS7seY10&_nc_ohc=MU1zrzVY4HUQ7kNvwH2360E&_nc_gid=KovpKw-QGcaGSWBhahvU_w&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_AfchBndhwxj08JMuQRoV2wu4tBjQvLI9vHN-GUfMHY6-0Q&oe=69004F75&_nc_sid=8b3546",
"profilePicUrlHD":"https://scontent-lga3-3.cdninstagram.com/v/t51.2885-19/448764192_1142727630369172_915707507726496118_n.jpg?stp=dst-jpg_s320x320_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-lga3-3.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QFOo7N2B6Ru_4m9iaWMjvWYdl0E8G9VX98RUAy0d71rsDB6kBZpmhYdDrcdS7seY10&_nc_ohc=MU1zrzVY4HUQ7kNvwH2360E&_nc_gid=KovpKw-QGcaGSWBhahvU_w&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_AfdguT2LqDaqFHBiBClUrqvgYGegf5xY5nUYlxPelF54Fg&oe=69004F75&_nc_sid=8b3546",
"facebookPage":{
"page_id":"387950174391228",
"category":"Profile",
"image_uri":"https://scontent-atl3-1.cdninstagram.com/v/t51.2885-19/448764192_1142727630369172_915707507726496118_n.jpg?stp=dst-jpg_s206x206_tt6&_nc_cat=100&ccb=7-5&_nc_sid=525117&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLnd3dy4xMDgwLkMzIn0%3D&_nc_ohc=TCQdGFg6ZnkQ7kNvwGhQuYu&_nc_oc=Adk9WN5qGdQdJFG5NL9LnXBWq272LO5Rn1bYYBJQwuHb8L43Rac7gzm9vjApLngBUqQwS9iTYPZcpqpWW4duuzUQ&_nc_zt=24&_nc_ht=scontent-atl3-1.cdninstagram.com&oh=00_Afde7iW8GACVltkSPU5Jlxl2fBoKF_W--kN-VWERUhvwfw&oe=69004F75",
"likes":null,
"verification":"NOT_VERIFIED",
"name":"dora.prague.cakes",
"country":null,
"entity_type":"IG_ADS_IDENTITY",
"ig_username":"dora.prague.cakes",
"ig_followers":261,
"ig_verification":false,
"page_alias":"",
"page_is_deleted":false
},
"igtvVideoCount":1,
"relatedProfiles":[],
"latestIgtvVideos":[
{
"type":"Video",
"shortCode":"DAypcrOIei1",
"title":"",
"caption":"This is how you can find our bakery in Prague๐Ÿคญ Small, but cutesy๐Ÿค \n\n ---------------------------------\n๐Ÿ“ž 771 195 285\n๐Ÿ“ฉ prague.dora@gmail.com\n๐Ÿ“Vrลกovickรก 800/47, Vrลกovice\n\n#AsianDelights #sweets #praha #desert #cakes #dorty #bagety #flanpudding #banhmi #desert #dora #bakeryinprague #kamvpraze #pekarnavpraze #foryou #fyp #fy #foryoupagee",
"commentsCount":0,
"commentsDisabled":false,
"dimensionsHeight":1920,
"dimensionsWidth":1080,
"displayUrl":"https://scontent-lga3-1.cdninstagram.com/v/t15.5256-10/462202714_1071689764348430_8866929195097638714_n.jpg?stp=dst-jpg_e15_fr_p1080x1080_tt6&_nc_ht=scontent-lga3-1.cdninstagram.com&_nc_cat=102&_nc_oc=Q6cZ2QFOo7N2B6Ru_4m9iaWMjvWYdl0E8G9VX98RUAy0d71rsDB6kBZpmhYdDrcdS7seY10&_nc_ohc=NmsYz4d50xYQ7kNvwFVAm2l&_nc_gid=KovpKw-QGcaGSWBhahvU_w&edm=AOQ1c0wAAAAA&ccb=7-5&oh=00_Afce_PANsl7GiHympFp3J8OYO_Vjb9ossKdQC13YMDVzQA&oe=69003320&_nc_sid=8b3546",
"likesCount":14,
"videoDuration":77.233,
"videoViewCount":293,
"id":"3473020553116379317",
"hashtags":[
"AsianDelights",
"sweets",
"praha",
"desert",
"cakes",
"dorty",
"bagety",
"flanpudding",
"banhmi",
"dora",
"bakeryinprague",
"kamvpraze",
"pekarnavpraze",
"foryou",
"fyp",
"fy",
"foryoupagee"
],
"mentions":["gmail.com"],
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"displayUrl":"https://scontent-lga3-1.cdninstagram.com/v/t51.29350-15/466143414_875114381447243_2316558572576861399_n.jpg?stp=dst-jpg_e15_fr_s1080x1080_tt6&_nc_ht=scontent-lga3-1.cdninstagram.com&_nc_cat=111&_nc_oc=Q6cZ2QFOo7N2B6Ru_4m9iaWMjvWYdl0E8G9VX98RUAy0d71rsDB6kBZpmhYdDrcdS7seY10&_nc_ohc=K_PK1xL002EQ7kNvwG5ov-5&_nc_gid=KovpKw-QGcaGSWBhahvU_w&edm=AOQ1c0wBAAAA&ccb=7-5&ig_cache_key=MzUwMDY1NTI5OTgxNjIwNjcwMA%3D%3D.3-ccb7-5&oh=00_AffQUJCa6WaJRSJJu8FfDQXgiZxvcNffcpYeeO7NPdbmYA&oe=69003F5C&_nc_sid=8b3546",
"images":[],
"alt":"Photo by Dora Cakes in Praha, Czech Republic.",
"likesCount":2,
"timestamp":"2024-11-13T20:44:13.000Z",
"childPosts":[],
"locationName":"Praha, Czech Republic",
"locationId":"821932704626071",
"ownerUsername":"dora.prague.cakes",
"ownerId":"66573658348",
"isCommentsDisabled":false
},
{
"id":"3500654525052715662",
"type":"Image",
"shortCode":"DCU0r5HIYKO",
"caption":"Bento taro cake \n\n#bentocake #mini cake #vegan #dort #order #taro\n\nโ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”\n๐Ÿ“ž 771 195 285\n๐Ÿ“ฉ prague.dora@gmail.com\n๐Ÿ“Vrลกovickรก 800/47, Vrลกovice",
"hashtags":["bentocake","mini","vegan","dort","order","taro"],
"mentions":["gmail.com"],
"url":"https://www.instagram.com/p/DCU0r5HIYKO/",
"commentsCount":0,
"dimensionsHeight":1080,
"dimensionsWidth":1080,
"displayUrl":"https://scontent-lga3-3.cdninstagram.com/v/t51.29350-15/466978703_951036326888644_2467571420294629733_n.jpg?stp=dst-jpg_e15_fr_s1080x1080_tt6&_nc_ht=scontent-lga3-3.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QFOo7N2B6Ru_4m9iaWMjvWYdl0E8G9VX98RUAy0d71rsDB6kBZpmhYdDrcdS7seY10&_nc_ohc=D9kQYH9zA84Q7kNvwFbLwk4&_nc_gid=KovpKw-QGcaGSWBhahvU_w&edm=AOQ1c0wBAAAA&ccb=7-5&ig_cache_key=MzUwMDY1NDUyNTA1MjcxNTY2Mg%3D%3D.3-ccb7-5&oh=00_AffbQQtpTpI36KA1zoKFGlvnHVNN91rxveUIocVqo1Lnjw&oe=690048BE&_nc_sid=8b3546",
"images":[],
"alt":"Photo by Dora Cakes on November 13, 2024.",
"likesCount":4,
"timestamp":"2024-11-13T20:42:40.000Z",
"childPosts":[],
"ownerUsername":"dora.prague.cakes",
"ownerId":"66573658348",
"isCommentsDisabled":false
},
{
"id":"3500654080532138988",
"type":"Image",
"shortCode":"DCU0lbHo8vs",
"caption":"Bento red-velvet cake \n\n#bentocake #mini cake #vegan #dort #order\n\nโ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”\n๐Ÿ“ž 771 195 285\n๐Ÿ“ฉ prague.dora@gmail.com\n๐Ÿ“Vrลกovickรก 800/47, Vrลกovice",
"hashtags":["bentocake","mini","vegan","dort","order"],
"mentions":["gmail.com"],
"url":"https://www.instagram.com/p/DCU0lbHo8vs/",
"commentsCount":0,
"dimensionsHeight":1080,
"dimensionsWidth":1080,
"displayUrl":"https://scontent-lga3-3.cdninstagram.com/v/t51.29350-15/465966371_1229645748248308_8192612707844507588_n.jpg?stp=dst-jpg_e15_fr_s1080x1080_tt6&_nc_ht=scontent-lga3-3.cdninstagram.com&_nc_cat=104&_nc_oc=Q6cZ2QFOo7N2B6Ru_4m9iaWMjvWYdl0E8G9VX98RUAy0d71rsDB6kBZpmhYdDrcdS7seY10&_nc_ohc=9oozpHqOBqMQ7kNvwFHt0Sf&_nc_gid=KovpKw-QGcaGSWBhahvU_w&edm=AOQ1c0wBAAAA&ccb=7-5&ig_cache_key=MzUwMDY1NDA4MDUzMjEzODk4OA%3D%3D.3-ccb7-5&oh=00_AffdryG8tk2vgrQqHKExhHe2p-V2BbMYkBbjraphxHlMDg&oe=69004BDF&_nc_sid=8b3546",
"images":[],
"alt":"Photo by Dora Cakes in Praha, Czech Republic.",
"likesCount":3,
"timestamp":"2024-11-13T20:41:47.000Z",
"childPosts":[],
"locationName":"Praha, Czech Republic",
"locationId":"821932704626071",
"ownerUsername":"dora.prague.cakes",
"ownerId":"66573658348",
"isCommentsDisabled":false
}
],
"fbid":"17841466550451707"
}
]

#๏ธโƒฃ Extracted Instagram Search data sample (search by hashtags)

[
{
"searchTerm":"pope",
"searchSource":"instagram",
"name":"popethanavat",
"postsCount":7034999.999999999,
"url":"https://www.instagram.com/explore/tags/popethanavat",
"id":"popethanavat",
"posts":"70.35 K",
"postsPerDay":"โ€”",
"difficulty":"",
"related":[
{
"hash":"#popezaap",
"info":"1.49 m"
}
],
"frequent":[],
"average":[],
"rare":[
{
"hash":"#popethanavat",
"info":"70.35 k"
}
],
"relatedFrequent":[
{
"hash":"#popezaap",
"info":"1.49 m"
},
{
"hash":"#metal",
"info":"40.61 m"
},
{
"hash":"#deathmetal",
"info":"7.14 m"
},
{
"hash":"#bellacampen",
"info":"1.27 m"
},
{
"hash":"#progressivemetal",
"info":"1.33 m"
},
{
"hash":"#music",
"info":"515.74 m"
},
{
"hash":"#vinylcollection",
"info":"15.63 m"
},
{
"hash":"#vinyl",
"info":"38.42 m"
},
{
"hash":"#heavymetal",
"info":"13.23 m"
}
],
"relatedAverage":[
{
"hash":"#popeza",
"info":"252.96 k"
},
{
"hash":"#popebella",
"info":"221.86 k"
},
{
"hash":"#progmetal",
"info":"823.7 k"
},
{
"hash":"#broadcastthaitv",
"info":"125.16 k"
},
{
"hash":"#dreamtheater",
"info":"484.32 k"
},
{
"hash":"#deeppurple",
"info":"657.38 k"
},
{
"hash":"#childrenofbodom",
"info":"141.01 k"
},
{
"hash":"#ramstein",
"info":"104.79 k"
},
{
"hash":"#ch3thailand",
"info":"947.86 k"
}
],
"relatedRare":[
{
"hash":"#b1b2loveunlimited",
"info":"15.17 k"
},
{
"hash":"#mikaelakerfeldt",
"info":"21.85 k"
},
{
"hash":"#damnation",
"info":"59.51 k"
},
{
"hash":"#lovedestiny2",
"info":"45.68 k"
},
{
"hash":"#sanoplusbypope",
"info":"29.04 k"
},
{
"hash":"#thanavatvatthanaputi",
"info":"50.4 k"
},
{
"hash":"#myoxygen",
"info":"46.7 k"
},
{
"hash":"#lovedestinythemovie",
"info":"27.89 k"
},
{
"hash":"#luciano_popezaap",
"info":"8093"
}
]
}
]

Want to get other data from specific Instagram profiles or posts?

You can use the other dedicated scrapers below if you want to scrape specific Instagram data:

๐Ÿ’™ Facebook Search Scraper๐Ÿ–ค TikTok Search Scraper
๐Ÿ“ท Instagram Post Scraper๐ŸŽž๏ธ Instagram Reel Scraper
#๏ธโƒฃ Instagram Hashtag Scraper๐Ÿ“Š Instagram Hashtag Analytics Scraper
๐Ÿ’ฌ Instagram Comments Scraper๐Ÿ’พ Export Instagram Comments and Posts Scraper
๐Ÿ‘ค Instagram Profile Scraper๐Ÿท๏ธ Instagram Mentions Scraper
๐Ÿ”ฎ Instagram Influencer Collaboration Scraper๐Ÿ›๏ธ Instagram Ads Scraper
๐Ÿ‘ฅ Instagram Followers Count Scraper

For more advanced use cases, check out ๐Ÿ”— Instagram Scraper or ๐Ÿ”— Instagram API Scraper. They cover almost all functionalities of the dedicated scrapers.

โ“FAQ

My Instagram Search dataset is too long. How can I shorten it to keep only location data?

Go to Storage, then Dataset tab, then scroll down to Advanced options. Choose Posts in Omit fields and you'll have only the main data in your dataset.

Can I scrape Instagram search by multiple keywords at once?

Yes. You can provide a list of separate keywords with a type to scrape separate datasets. You can also add multiple terms simultaneously โ€” just separate them with a comma and you'll have all results in a single dataset.

Can I use keywords that include both a word and a location?

Absolutely. Keywords can include anything. For example:

  • Searching cakes for profiles returns user accounts.
  • Searching prague for Places gives you locations.
  • Combining them, like cakes prague, will return different results depending on the type: for Places, likely cafes and registered businesses; for Profiles, likely creatives, small businesses, or entrepreneurs.

What's the best way to scrape local businesses on Instagram?

It depends on what you want to find. Using the same keyword for Places vs. Profiles often yields different results. For example, cakes prague as a Place search often shows cafes, while as a Profile search, it shows creatives, small businesses, and entrepreneurs. This isnโ€™t a strict rule, but itโ€™s a common pattern that's connected to whether an account is listed in a certain business category or not. You can also try our ๐Ÿ”— Local Lead Generation Agent we've built to find local businesses that are active on Instagram.

What are the best practices for searching hashtags?

Start with single-word hashtags. Multi-word hashtags usually return fewer results.

Where are the search results for this Instagram Search Scraper coming from?

Results come from Google, Facebook Ads, or Threads.

Is it legal to scrape Instagram content?

Our Instagram Search Scraper only collects publicly available data from Instagram. It does not access private content. Some public data may still be considered personal data under regulations like the GDPR. Only scrape data if you have a legitimate reason. For guidance, see our blog on the legality of web scraping.

Can I integrate Instagram Search data with other services?

Yes. Scraped data can be integrated with almost any cloud service or web app. Apify supports Zapier, n8n, Slack, Make, Airbyte, Gumloop, CrewAI, IFTTT, Lindy, GitHub, Google Sheets, Google Drive, and more. You can also use webhooks to trigger actions whenever a run finishes, like sending notifications or syncing datasets.

Can I use this Instagram Search API programmatically?

Yes. The Apify API provides programmatic access to run Actors, fetch datasets, monitor performance, and manage tasks. For Node.js, use the apify-client NPM package. For Python, use the apify-client PyPI package. Full API docs are available in the Apify API reference.

Can I get Instagram Search results through an MCP server?

Yes. You can connect to an MCP server using clients like ClaudeDesktop or LibreChat, or build your own integration. For Instagram Search Scraper:

  1. Start a Server-Sent Events (SSE) session to receive a sessionId.
  2. Send API messages using that sessionId to trigger the scraper.
  3. The message starts the Instagram Search Scraper with the provided input.
  4. The response should be: Accepted.

Learn more in MCP setup guide.

Instagram Search Scraper not working

The Apify team constantly improves Actor performance. If you find bugs or technical issues, please create an issue on the Actorโ€™s Issues tab.

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