Pricing

from $3.00 / 1,000 instagram posts

📊 Instagram Hashtag Scraper with Engagement Rates

Extract posts, likes, comments, captions, and author profiles from any Instagram hashtag. Returns clean JSON with pre-calculated engagement rates. Export scraped data, run via API, schedule runs, or integrate with other tools.

Pricing

from $3.00 / 1,000 instagram posts

Rating

0.0

(0)

Developer

Khadin Akbar

Actor stats

Bookmarked

Total users

Monthly active users

8 hours ago

Last modified

Categories

Social media

Marketing

Source hashtag

hashtag

Required

The Instagram hashtag this post was found under, without the # symbol.

Type:string

Example:fitness

Post ID

post_id

Optional

Instagram's unique internal identifier for this post (numeric string).

Type:string | null

Example:3291847562193847201

Post URL

post_url

Optional

Direct URL to the Instagram post. Open in browser to view the full post.

Type:string | null

Example:https://www.instagram.com/p/CxABC123def/

Post caption

caption

Optional

Full text of the post caption, including hashtags and emojis. Null if the post has no caption.

Type:string | null

Example:Morning grind never stops 💪 Consistency is key! #fitness #gym #motivation

Caption hashtags

caption_hashtags

Required

Array of all hashtags extracted from the caption text, without # prefix. Useful for co-hashtag strategy and topic discovery.

Type:string[]

Example:

[
  "fitness",
  "gym",
  "motivation"
]

Mentioned accounts

mentions

Required

Instagram usernames @mentioned in the caption text, without the @ symbol. Useful for finding brand collaborations and partnership patterns.

Type:string[]

Example:

[
  "gymshark",
  "niketraining"
]

Tagged users

tagged_users

Required

Instagram usernames of people tagged directly in the photo or video (not @mentioned in caption). Without the @ symbol.

Type:string[]

Example:

[
  "coach_mike",
  "fitbuddy99"
]

Like count

like_count

Required

Total number of likes (hearts) this post has received at the time of scraping.

Type:integer

Example:4821

Comment count

comment_count

Required

Total number of comments on this post at the time of scraping.

Type:integer

Example:203

Reshare count

reshare_count

Optional

Number of times this post has been reshared or reposted by other users. Null if not available from the API.

Type:integer | null

Example:45

Video view count

video_view_count

Optional

Number of video plays for video posts and Reels. Null for image and carousel posts.

Type:integer | null

Example:89300

Play count (Reels)

play_count

Optional

Number of plays specifically for Instagram Reels. Distinct from video_view_count on some API responses. Null for non-Reel posts.

Type:integer | null

Example:142000

Video duration (seconds)

video_duration_secs

Optional

Length of the video or Reel in seconds. Null for image posts and carousel albums.

Type:number | null

Example:28.5

Is Reel

is_reel

Required

True if this post is an Instagram Reel (short-form vertical video). False for regular video posts, images, and carousels.

Type:boolean

Example:true

Media type

media_type

Optional

Type of media in the post: IMAGE (single photo), VIDEO (Reel or video post), or CAROUSEL_ALBUM (multiple photos/videos in one post).

Type:string | null

Example:IMAGE

Thumbnail URL

thumbnail_url

Optional

URL of the post's cover image or first video frame. Note: Instagram CDN URLs expire after a few hours — download the image promptly if needed.

Type:string | null

Example:https://scontent.cdninstagram.com/v/t51.2885-15/...

Posted at

posted_at

Optional

ISO 8601 timestamp of when the post was originally published on Instagram.

Type:string | null

Example:2026-03-25T08:14:00.000Z

Location name

location_name

Optional

Name of the Instagram location tag attached to the post (e.g. 'Central Park, New York'). Null if no location was tagged.

Type:string | null

Example:Central Park, New York

Location ID

location_id

Optional

Instagram's internal ID for the tagged location. Can be used to look up the location or group posts by venue.

Type:string | null

Example:213385402

Music title

music_title

Optional

Title of the audio track used in a Reel. Null for image posts, carousels, and Reels with no music metadata.

Type:string | null

Example:As It Was

Music artist

music_artist

Optional

Artist name of the audio track used in a Reel. Null for non-Reel posts or when music metadata is unavailable.

Type:string | null

Example:Harry Styles

Author username

author_username

Optional

Instagram handle of the post author, without the @ symbol.

Type:string | null

Example:johnfitness

Author full name

author_full_name

Optional

Display name of the post author as shown on their Instagram profile.

Type:string | null

Example:John Smith

Author follower count

author_follower_count

Optional

Number of followers the post author has. Required for engagement rate calculation. May be null if fetchAuthorDetails was false or if Instagram did not return this data.

Type:integer | null

Example:24800

Author is verified

author_is_verified

Optional

True if the author has Instagram's verified badge (blue checkmark).

Type:boolean

Example:false

Author is business account

author_is_business

Optional

True if the author's account is set up as a Business or Creator account. Null if this information was not available from the API.

Type:boolean | null

Example:true

Author profile URL

author_profile_url

Optional

Direct URL to the author's Instagram profile page.

Type:string | null

Example:https://www.instagram.com/johnfitness/

Engagement rate (%)

engagement_rate

Optional

Pre-calculated engagement rate as a percentage: (likes + comments) / follower_count × 100. Above 3% = good, above 6% = excellent. Null when author_follower_count is unavailable. Enable fetchAuthorDetails for reliable values.

Type:number | null

Example:20.3

Source URL

source_url

Required

URL of the Instagram hashtag explore page this post was extracted from.

Type:string

Example:https://www.instagram.com/explore/tags/fitness/

Scraped at

scraped_at

Required

ISO 8601 timestamp of when this record was extracted by the actor.

Type:string

Example:2026-03-28T14:30:00.000Z

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