Instagram Scraper - Profiles, Posts, Hashtags and Locations
Pricing
$1.40 / 1,000 results
One Instagram scraper for five jobs: profiles with follower counts, posts and reels by URL with likes and comments, hashtag and keyword search volume, trending topics, and locations. Reads public pages only, no login and no session cookie.
record_type
Optional
Row kind: 'keyword', 'reel', 'profile', 'location', 'trending_topic' or 'category'.
keyword
Optional
The search term this row describes (keyword rows).
keyword_slug
Optional
URL slug form of the term, hyphen-joined.
display_name
Optional
Term as Instagram capitalises it.
url
Optional
Public Instagram URL this row came from.
reels_volume_text
Optional
Volume as Instagram displays it, e.g. '37M'. Counts reels, not all posts.
reels_volume
Optional
reels_volume_text parsed to an integer. Null when Instagram shows no figure.
top_reel_shortcodes
Optional
Shortcodes of the reels Instagram surfaces for this term.
top_reel_count
Optional
Number of reels surfaced.
top_creators
Optional
Usernames appearing in the term's reel grid.
top_reel_total_views
Optional
Summed view count of the term's surfaced reels.
top_reel_median_views
Optional
Median view count across the term's surfaced reels.
depth
Optional
Distance from the seed term in the related-keyword crawl. 0 is a seed.
meta_description
Optional
Page meta description.
shortcode
Optional
Reel shortcode (reel rows).
source_keyword
Optional
Which keyword surfaced this reel.
owner_username
Optional
Username that posted the reel.
owner_full_name
Optional
Display name of the reel's owner.
owner_id
Optional
Numeric Instagram id of the reel's owner.
owner_is_verified
Optional
Whether the owner has a verified badge.
owner_is_private
Optional
Whether the owner's account is private.
owner_profile_pic_url
Optional
Direct URL to the owner's profile picture.
caption
Optional
Reel caption text.
mentions
Optional
Usernames @-mentioned in the caption.
likes
Optional
Exact like count from Instagram's embedded data.
likes_are_approximate
Optional
Present and true only when the exact count was unavailable and an abbreviated figure was used.
views
Optional
Play count for the reel.
video_url
Optional
Direct MP4 URL, highest available quality. Download link, time-limited by Instagram.
video_urls
Optional
All available MP4 renditions for the reel.
image_url
Optional
Largest still image for the reel.
thumbnail_url
Optional
Smaller display thumbnail.
duration_seconds
Optional
Video duration when Instagram publishes it.
width
Optional
Native video width in pixels.
height
Optional
Native video height in pixels.
has_audio
Optional
Whether the reel carries an audio track.
product_type
Optional
Instagram media class, e.g. 'clips' or 'carousel_container'.
is_video
Optional
Whether the media is a video.
music_title
Optional
Track title when the reel uses licensed or original audio.
music_artist
Optional
Track artist when published.
location_name
Optional
Location tagged on the reel, when present.
tagged_users
Optional
Usernames tagged in the media.
comments
Optional
Comment records: username, user_id, user_is_verified, text, likes, reply_count, is_reply, parent_comment_id, created_at.
comments_returned
Optional
How many comments were attached to this row.
posted_at
Optional
Publication time as ISO 8601 UTC.
posted_at_timestamp
Optional
Publication time as a Unix timestamp.
enriched
Optional
Whether the reel's own page was fetched for exact counts and comments.
username
Optional
Profile username (profile rows).
full_name
Optional
Profile display name.
followers
Optional
Follower count as an integer. Approximate, Instagram abbreviates it.
followers_text
Optional
Follower count as displayed, e.g. '269M'.
following
Optional
Following count.
following_text
Optional
Following count as displayed.
posts_count
Optional
Total posts on the profile.
posts_count_text
Optional
Post count as displayed.
user_id
Optional
Numeric Instagram user id when present in the page.
bio_snippet
Optional
Bio fragment when Instagram exposes one.
location_id
Optional
Instagram location id (location rows).
name
Optional
Location name.
latitude
Optional
Location latitude.
longitude
Optional
Location longitude.
media_count
Optional
Total posts tagged at this location.
street
Optional
Street address when published.
city
Optional
City name when published.
phone
Optional
Phone number when published.
website
Optional
Website when published.
topic
Optional
Trending topic text (trending_topic rows).
rank
Optional
Position of the topic on the trending page, 1 is highest.
source
Optional
Page the trending topic was read from.
trending_creators
Optional
Creators featured on the trending page.
trending_thumbnails
Optional
Thumbnail descriptions of currently trending reels.
trending_reel_shortcodes
Optional
Shortcodes of reels currently on Instagram's trending page.
trending_reel_count
Optional
How many trending reels were found.
owner_followers
Optional
Follower count of the reel's creator, from the embed surface.
engagement_rate
Optional
Likes divided by the creator's followers, as a percentage. Uncapped: a reel that reaches far beyond its creator's audience can exceed 100%.
like_to_view_rate
Optional
Likes divided by views, as a percentage. Steadier than engagement rate because it does not depend on audience size.
music_is_original_audio
Optional
Whether the audio is the creator's own rather than a licensed track.
accessibility_caption
Optional
Instagram's auto-generated image description.
carousel_media_count
Optional
Number of items when the post is a carousel.
carousel_media_urls
Optional
Media URLs for each carousel item.
featured_reel_shortcode
Optional
Reel Instagram features for this trending term.
category
Optional
Browse-category display name (category rows).
trending_rank
Optional
Rank of a trending profile on Instagram's trending page.
is_verified
Optional
Whether a trending profile carries a verified badge.
profile_pic_url
Optional
Profile picture URL.
has_public_story
Optional
Whether the profile currently has a public story.
pronouns
Optional
Pronouns published on the profile.
recent_post_shortcodes
Optional
Shortcodes of the profile's most recent posts.
recent_post_count
Optional
How many recent posts were returned for this profile.
is_paid_partnership
Optional
Whether the post is tagged as a paid partnership.
source_profile
Optional
Username whose profile surfaced this post.
biography
Optional
Full profile biography text
bio_links
Optional
Every link-in-bio URL with its title
external_url
Optional
Website link on the profile
bio_emails
Optional
Email addresses written in the public biography
is_business_account
Optional
True for business accounts
is_professional_account
Optional
True for creator and business accounts
is_private
Optional
True when the account is private (posts not returned)
reels_count
Optional
Number of reels on the profile
highlight_reel_count
Optional
Number of story highlights
business_address
Optional
Public business address fields when the account lists one
media_id
Optional
Numeric media id of the post or reel
audio_id
Optional
Audio id of the reel's sound, shared by every reel using it
location_lat
Optional
Latitude of the tagged place
location_lng
Optional
Longitude of the tagged place
from_reels_tab
Optional
True when the reel came from the profile's Reels tab
comments_count
Optional
Total number of comments on the reel.