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Instagram Audience Data Collection

Turn Instagram Followers and Engagers Into a Clean, Deduplicated Dataset

Orzaen collects accessible followers, commenters, and public Instagram profile data from approved accounts and posts, then consolidates, enriches, deduplicates, and documents the records for audience research, creator discovery, category analysis, and client-owned qualification workflows.

Approved public sources only•Cross-account deduplication•Source-mapped records•No private messages or accounts

See how separate follower lists become one traceable audience dataset.

A source-level follower CSV with profile identity, source membership, public status fields, and collection date.

source accountinstagram user idusernamedisplay nameprofile urlprofile pic urlbiographyis business accountis professional accountbusiness category namebio linkspost countis privateis verifiedcollected at
studio_account_a178414000001northstar_creativeNorthstar Creativeinstagram.com/northstar_creativehttps://scontent-.../northstar_profile_pic.jpgCapturing the world through a creative lens. 📸truetruePhotographer342falsefalse2026-08-02
studio_account_a178414000002city_style_labCity Style Labinstagram.com/city_style_labhttps://scontent-.../citystyle_profile_pic.jpgWhere fashion meets the urban jungle. ✨ #CityStyletruetruePhotographer500falsetrue2026-08-02
studio_account_b178414000003maker_collectiveMaker Collectiveinstagram.com/maker_collectivehttps://scontent-.../maker_profile_pic.jpgDIY, Crafts, and Creativity. Join the community! 🛠️truetruePhotographer964truefalse2026-08-02
0M+

Public Instagram Profiles

0K+

Followers in One Delivery

0

Fields in a Unified Profile Schema

0

Connected Accounts in One Dataset

Does this describe your current audience research process?

If audience research still means opening profiles and merging follower files by hand, keep reading.

Audience records are split across several accounts

Each brand, creator, show, or competitor has its own follower or engager population, making category-wide research difficult to assemble.

The same profiles appear in more than one source

Simply combining files inflates audience size and loses the useful fact that one profile may follow or engage with several related accounts.

Manual profile research consumes campaign and analyst time

Teams repeatedly open profiles, copy biographies, check follower counts, collect links, and paste incomplete fields into spreadsheets.

Public contact coverage is misunderstood

Many profiles do not publish an email, phone, website, city, or business name. A coverage report is more honest and useful than an unexplained list of blanks.

Posts, comments, and profiles are delivered at the wrong grain

Without stable post and username keys, comment rows cannot be connected reliably to a deduplicated public commenter-profile table.

Displayed follower count is mistaken for guaranteed delivery

Account restrictions, repeated results, renamed or deleted profiles, source behavior, and collection limits can affect accessible row counts.

Organizations that use Instagram audience data

Built for teams that need more than a one-account follower CSV.

Orzaen supplies the structured public audience-data layer. Your team uses it for audience research, category mapping, creator discovery, campaign planning, partnerships, product development, or another approved workflow.

Marketing agency team reviewing an Instagram audience dataset

Social, influencer, and creator-marketing agencies

Creator research · campaign operations · audience qualification

“Replace manual profile opening with structured creator and audience records built for a specific client, niche, campaign, or partnership question.”

Creator and partner candidate researchPublic profile and contact-field collectionClient-specific spreadsheet or CRM schemas
Audience research team comparing social media data

Audience and consumer-research firms

Audience intelligence · category mapping · digital research

“Connect source accounts, posts, comments, and public profiles in joinable datasets for client-led audience, overlap, and community analysis.”

Cross-account audience overlapCategory and community mapping inputsSource-linked post and commenter research
Brand and wholesale team researching an industry audience

Brands, wholesalers, and category suppliers

Industry research · partnerships · market development

“Consolidate followers from selected industry accounts, identify public business or creator profiles, and prepare one master file for human qualification.”

Multi-brand follower consolidationPublic website and booking-link collectionDuplicate-free category audience files
Media and entertainment team planning audience research

Social-first media and entertainment companies

Show networks · audience profiles · cross-property research

“Use one public profile schema across connected studio, show, and channel accounts while preserving which audience each profile came from.”

Audience data across connected accountsBiography, mention, hashtag, and link parsingCross-property profile membership
Marketing data product team reviewing audience profiles

Creator marketplaces and marketing-data products

Directory seeding · product expansion · data operations

“Receive normalized public creator and profile records for a defined niche, geography, source set, or product expansion instead of building each collector internally.”

Creator-directory and product seedingJSON or database-ready profile recordsCustom niche and category expansion
Research team reviewing a documented social media dataset

Academic, nonprofit, and media researchers

Public discourse · community research · documented samples

“Structure defined public account, post, comment, and profile samples with source URLs, collection dates, and explicit scope boundaries.”

Defined public social-data samplesJoinable post, comment, and profile tablesSource and collection-date provenance

Start with the audience question

Know the niche or accounts, but not the right dataset design?

Share the public source accounts or posts, the fields you need, the intended use, and the preferred output. We will define the follower, profile, overlap, or commenter workflow and validate it with a focused pilot.

What the data enables

Instagram audience data built for real research, campaign, and product workflows

01

Multi-account audience consolidation

Collect accessible follower audiences from several approved accounts, retain a source-level file for each, and create one shared master dataset.

02

Follower overlap and category mapping

Identify profiles that appear across several brands, creators, shows, or competitors while preserving every source-account relationship.

03

Public profile enrichment

Expand raw usernames with accessible biographies, counts, mentions, hashtags, links, business categories, and public contacts when published.

04

Creator and partner research inputs

Prepare structured public profiles for the client's own relevance review, influencer research, partnership qualification, or campaign operations.

05

Comments and engager datasets

Connect approved posts, public comments, and unique commenter profiles in separate joinable tables for client-led engagement and audience analysis.

06

Fresh audience snapshots

Collect an approved source set again when the organization needs another current snapshot for a campaign, study, client engagement, or product update.

Available public audience inputs

Followers, commenters, profiles—or the public Instagram source set your project requires

Followers of Approved Public Accounts logoFollowers of Approved Public Accounts
Following Lists logoFollowing Lists
Public Instagram Profiles logoPublic Instagram Profiles
Selected Public Posts logoSelected Public Posts
Public Comments and Replies logoPublic Comments and Replies
Public Post Engagers When Feasible logoPublic Post Engagers When Feasible
Biography Hashtags and Mentions logoBiography Hashtags and Mentions
Public Bio and Website Links logoPublic Bio and Website Links
Client-Provided Username Lists logoClient-Provided Username Lists
Earlier Approved Scope for a Fresh Snapshot logoEarlier Approved Scope for a Fresh Snapshot

Example Instagram audience data fields

Collect the public fields your project needs—while preserving where every profile came from.

Audience identity fields

Core fields used to represent an accessible follower, following, commenter, or client-provided Instagram identity.

  • Instagram user ID when available
  • Username / handle
  • Display name
  • Profile URL
  • Profile picture URL when included
  • Private status
  • Verified status
  • Account availability status
  • Original source account
  • Collection date

Related Case Studies

Relevant workconnected to this offer

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Media & Entertainment

Multi-Account Instagram Audience Profiles for a Social-First Entertainment Studio

A social-first entertainment business needed consistent public Instagram profile data across six connected company and show accounts. Orzaen collected the available audience-profile fields in a shared schema covering identity, biography, profile metrics, account status, mentions, hashtags, and up to six bio links per profile.

View case study
Jewelry & Accessories

Instagram Follower Consolidation Across 19 Jewelry Accounts

A jewelry wholesaler needed the follower audiences of 19 industry accounts collected, normalized, and consolidated. Orzaen structured one row per unique public profile, removed cross-account duplicates, and retained publicly listed identity, business, contact, website, and location fields when available.

Read story
Footwear & Fashion

Instagram Comments and Commenter Profiles for Footwear Audience Analysis

A footwear research project needed clean Instagram source data for downstream analysis of audience overlap, engagement patterns, and internal influence. Orzaen delivered a full brand post index, then structured top-level comments and unique public commenter profiles from a client-selected 38-post subset in separate joinable datasets.

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Jewelry & Accessories

Instagram Content Archive With Media Backup, Excel, and PDF

A jewelry-industry client needed to preserve public Instagram content that might soon be removed. Orzaen archived two approved accounts, downloaded the available images and videos, uploaded media copies to organized cloud storage, mapped original and backup references in Excel, and generated date-labelled PDF archives for visual review.

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SaaS

Instagram 400K Profile Verification and Follower Enrichment

High-volume extraction of verification status and follower counts for 400,000+ Instagram profiles with optimized Python infrastructure. Client had a spreadsheet containing 400,000+ Instagram profile handles and required bulk enrichment with verification status and follower counts within strict time constraints

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Engagement options

Validate accessibility and profile coverage first. Then build the complete audience dataset.

Final scope depends on source-account count, displayed audience size, accessible identities, profile-enrichment depth, comments or post volume, field availability, intended use, and delivery format. A pilot defines the attainable dataset before a large build.

Start here

Instagram Audience Pilot

Validate current source accessibility, collection coverage, public profile fields, sample structure, and delivery format before a larger build.

$100

fixed price

1-2 business days

Pilot includes

  • 1 defined audience or research question
  • 1–2 approved public source accounts or up to 20 selected posts
  • Up to 100,000 follower identities or an agreed comment sample
  • Source-linked CSV / Excel sample
  • Data dictionary
  • Field and collection coverage report
  • Full-scope recommendation
Recommended

Core offer

Multi-Account Audience Dataset

For agencies, research firms, brands, and media teams that need several Instagram audiences collected, enriched, merged, and deduplicated.

$100–$600

typical project range

Typically 1–2 weeks

Dataset build can include

  • Several approved public source accounts
  • Accessible follower or following identities
  • Custom public profile schema
  • One source-level file per account
  • Cross-account membership and overlap fields
  • Deduplicated master dataset
  • Public contact and bio links when published
  • Source manifest, data dictionary, and QA report
  • Up to 500,000 follower identities or an agreed comment sample

Active audience

Comments and Engager Dataset

For teams that need selected posts, public comments, and unique commenter profiles connected in separate joinable tables.

$600–$1,500

typical project range

Typically 2–3 weeks

Engager dataset can include

  • Full post index or client-selected post list
  • Public top-level comments
  • Public replies when included
  • Stable post and commenter identifiers
  • Unique public commenter profiles
  • Separate joinable CSV / Excel tables
  • Coverage and QA summary
  • No audience scoring unless separately scoped
  • 1M+ follower identities or an agreed comment sample
Recurring or complex scope
Contact Sales

Fresh Snapshot or Custom Data Project

For repeated audience snapshots, large volumes, database delivery, unusual fields, custom product ingestion, or public content and media archives.

Timeline depends on approved scope
Call usEmail

Custom scope can include

Fresh recollection of an approved audience scopeLarge multi-account profile volumesCustom JSON or database schemaMongoDB or PostgreSQL handoffScheduled snapshot workflow after validationPublic post and media archiveSource-specific QA rulesNo automated outreach or private-data access

Client Outcomes

What clients say after the work is delivered

View all testimonials

Mohamed K.

Real Estate Agent Data Collection

Smooth and efficient process. Would be happy to work with Hira again.

Data CollectionClear Communicator

Jun 26, 2026

Greg P.

Python Expert for Web Scrapping Project

Amazing to work with - Hira is a dream come true with building our automations.

Committed to QualityClear CommunicatorAccountabe for Outcomes

Jul 29, 2026

Sasa M.

Python web scraping learning project

Thank you for the task well done! I hope to work again and can recommend Ahmad. Very professional approach. He event noticed some faults of mine and thought me about better ways to do it.

ProfessionalSolution Oriented

May 7, 2024

Instagram audience data FAQ

Common questions about follower, profile, overlap, and commenter projects

Have public accounts, posts, or an audience question in mind? Share the source accounts or posts, required public fields, expected volume, intended use, and preferred format. We can turn that into a pilot and coverage plan.

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