Instagram scraping for public post metadata, hashtag trends, and creator profile data.

Built for social media analytics, influencer research, and content intelligence teams.

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Core datasets we typically deliver for this target.

Scope is tailored to your target pages and business requirements.

Public profile and post metadata collection

Configurable for one-time projects or recurring delivery.

Hashtag and keyword trend monitoring

Configurable for one-time projects or recurring delivery.

Follower count and engagement tracking

Configurable for one-time projects or recurring delivery.

Content strategy and competitive research

Configurable for one-time projects or recurring delivery.

Typical fields in delivered output.

Datasets can be sent to your cloud bucket in JSON, CSV, Parquet, or custom schema.

  • Username, display name, bio, follower count, following count
  • Post caption, hashtags, publish date, media type
  • Like count, comment count, engagement signals
  • Location tag, tagged accounts (where available)

Practical constraints and delivery expectations.

We keep commitments realistic based on target behavior and agreed project scope.

  • Instagram is a hard target — only publicly accessible profile and post data is in scope.
  • Instagram's anti-bot protections are aggressive and require sophisticated extraction strategies.
  • Delivery supports one-time and continuous collection in any format.

One-time extraction or continuous pipelines.

Send us a quick inquiry and we will scope a solution for you.

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