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Instagram Followers Scraper With Lead Enrichment

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Scrape Instagram follower data instantly with this Instagram Followers Scraper 👥 Extract usernames, profile links, follower counts, bios, and audience insights with ease 📊 Perfect for influencer research, competitor analysis, brand monitoring, and growth tracking 🔍🚀

Pricing

$19.99/month + usage

Rating

5.0

(1)

Developer

Scrapio

Actor stats

Bookmarked

Total users

Monthly active users

18 days ago

Last modified

Categories

Automation

Lead generation

Social media

You can access the Instagram Followers Scraper With Lead Enrichment programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

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        "properties": {
          "startUrls": {
            "title": "📋 Instagram Profile URLs or Usernames",
            "type": "array",
            "description": "Instagram profile URLs or usernames whose FOLLOWERS will be scraped and enriched into leads.\n\nExamples:\n• https://www.instagram.com/cristiano/\n• nike\n\nYou can add multiple profiles in one run.",
            "items": {
              "type": "string"
            }
          },
          "maxData": {
            "title": "📊 Maximum Followers per Profile",
            "minimum": 1,
            "maximum": 100000,
            "type": "integer",
            "description": "Maximum number of followers to collect per profile. Example: maxData=200 → up to 200 followers. Default is 200.",
            "default": 200
          },
          "sessionId": {
            "title": "🍪 Instagram sessionid (required)",
            "type": "string",
            "description": "REQUIRED. The Instagram friendships/followers and enrichment endpoints are login-walled, so a valid sessionid cookie is mandatory.\n\nHow to get it:\n1. Log into Instagram in your browser\n2. Open DevTools (F12) → Application → Cookies → https://www.instagram.com\n3. Copy the 'sessionid' value\n\nExample: 80339464000%3AMwlUEdZk...%3A5%3AAYiJEi3...\n\nA sticky proxy IP is bound to this session automatically to avoid checkpoints."
          },
          "enrichProfiles": {
            "title": "🔍 Enrich each follower (lead data)",
            "type": "boolean",
            "description": "ON by default (this is the lead-gen actor). Each follower gets one extra profile lookup adding bio, follower/following/media counts, business/professional flags, category, HD picture, bio links, and (business/pro accounts only) public email/phone/address/geo. Absent values are returned as null — never guessed. Turn OFF for a faster/cheaper plain list. Default: true.",
            "default": true
          },
          "verifiedOnly": {
            "title": "✅ Verified accounts only",
            "type": "boolean",
            "description": "Keep only verified (blue-check) accounts among the target followers — useful for shortlisting notable/business followers. Default: false.",
            "default": false
          },
          "businessOnly": {
            "title": "🏢 Business/Professional accounts only (needs enrichment)",
            "type": "boolean",
            "description": "Keep only business/professional accounts. Requires enrichment (auto-enabled). Default: false.",
            "default": false
          },
          "hasEmail": {
            "title": "📧 Has public email (needs enrichment)",
            "type": "boolean",
            "description": "Keep only accounts with a public email (from the profile's contact button or its bio text). Requires enrichment. Default: false.",
            "default": false
          },
          "hasPhone": {
            "title": "📞 Has public phone (needs enrichment)",
            "type": "boolean",
            "description": "Keep only accounts with a public phone number (contact button or bio text). Requires enrichment. Default: false.",
            "default": false
          },
          "minFollowers": {
            "title": "📈 Minimum follower count (needs enrichment)",
            "minimum": 0,
            "type": "integer",
            "description": "Keep only followers whose own follower count is ≥ this value (find influential followers). Requires enrichment. Leave empty to disable."
          },
          "maxFollowers": {
            "title": "📉 Maximum follower count (needs enrichment)",
            "minimum": 0,
            "type": "integer",
            "description": "Keep only followers whose own follower count is ≤ this value (e.g. find micro-accounts). Requires enrichment. Leave empty to disable."
          },
          "keywordInBio": {
            "title": "🔤 Keyword in bio (needs enrichment)",
            "type": "array",
            "description": "Keep only accounts whose bio contains ANY of these keywords (case-insensitive). Requires enrichment. Example: [\"founder\", \"marketing\"].",
            "items": {
              "type": "string"
            }
          },
          "publicOnly": {
            "title": "🔓 Public accounts only",
            "type": "boolean",
            "description": "Keep only public (non-private) accounts. Default: false.",
            "default": false
          },
          "privateOnly": {
            "title": "🔒 Private accounts only",
            "type": "boolean",
            "description": "Keep only private accounts. Default: false.",
            "default": false
          },
          "aiEnhancement": {
            "title": "🤖 AI bio classification",
            "type": "boolean",
            "description": "OFF by default. When ON (and enrichment produced a bio), classify each account's bio into topics, lead quality, account type, language and a short summary. Needs an API key. On failure the AI fields are null — never fabricated. Default: false.",
            "default": false
          },
          "aiModel": {
            "title": "🤖 AI Model / Provider",
            "enum": [
              "claude-haiku-4-5",
              "claude-sonnet-5",
              "claude-opus-4-8",
              "gpt-4o-mini",
              "gpt-4o",
              "gpt-4.1-mini",
              "gemini-2.0-flash-lite",
              "gemini-2.0-flash",
              "gemini-2.5-flash",
              "grok-3-mini",
              "deepseek-chat",
              "sonar",
              "mistral-small-latest"
            ],
            "type": "string",
            "description": "Provider auto-detected from the name: claude-*=Anthropic, gpt-*/o1/o3=OpenAI, gemini-*=Google, grok-*=xAI, deepseek-*=DeepSeek, sonar*=Perplexity, mistral-*=Mistral. Cheaper mini/flash/haiku/lite models are recommended for classification.",
            "default": "claude-haiku-4-5"
          },
          "aiApiKey": {
            "title": "🔑 AI API Key",
            "type": "string",
            "description": "API key for the chosen provider. Falls back to the matching env var (ANTHROPIC_API_KEY / OPENAI_API_KEY / GEMINI_API_KEY / XAI_API_KEY / DEEPSEEK_API_KEY / PERPLEXITY_API_KEY / MISTRAL_API_KEY). Only used when AI bio classification is on."
          },
          "proxyConfiguration": {
            "title": "🌐 Proxy Configuration",
            "type": "object",
            "description": "Proxy settings. Residential proxy is the default and strongly recommended — the login-walled IG API blocks datacenter IPs. When a sessionid is supplied a sticky IP is bound to it (rotating IPs under one cookie triggers checkpoints).",
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              "useApifyProxy": true,
              "apifyProxyGroups": [
                "RESIDENTIAL"
              ]
            }
          }
        }
      },
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              },
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                  },
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                "type": "string"
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              "usage": {
                "type": "object",
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                    "type": "integer",
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                    "example": 0
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                    "example": 0
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                  "DATA_TRANSFER_EXTERNAL_GBYTES": {
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}

Instagram Followers Scraper With Lead Enrichment OpenAPI definition

OpenAPI is a standard for designing and describing RESTful APIs, allowing developers to define API structure, endpoints, and data formats in a machine-readable way. It simplifies API development, integration, and documentation.

OpenAPI is effective when used with AI agents and GPTs by standardizing how these systems interact with various APIs, for reliable integrations and efficient communication.

By defining machine-readable API specifications, OpenAPI allows AI models like GPTs to understand and use varied data sources, improving accuracy. This accelerates development, reduces errors, and provides context-aware responses, making OpenAPI a core component for AI applications.

You can download the OpenAPI definitions for Instagram Followers Scraper With Lead Enrichment from the options below:

OpenAPI.json

If you’d like to learn more about how OpenAPI powers GPTs, read our blog post.

You can also check out our other API clients:

Instagram Followers Scraper With Lead Enrichment API in Python

Instagram Followers Scraper With Lead Enrichment API in JavaScript

Instagram Followers Scraper With Lead Enrichment API through CLI

Instagram Followers Scraper With Lead Enrichment API

Instagram Followers Scraper

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Get accurate follower statistics with the Instagram Followers Count Scraper. This Apify actor extracts real-time follower counts, usernames, bios, and profile data from public Instagram accounts—perfect for tracking growth, monitoring competitors, and analyzing influencer performance.

Scraper Engine

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scrapier/instagram-followers-scraper

📸 Instagram Followers Scraper (instagram-followers-scraper) extracts public follower lists: usernames, names, bios, counts, profile links & verified status. 🔎 Ideal for competitor research, influencer discovery, audience analysis & outreach. 🚀 Fast, reliable, CSV/JSON export & API-ready.

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📸 Instagram Followers Count Scraper 🚀

scrapeflow/instagram-followers-count-scraper

📸 Instagram Followers Count Scraper 🚀 Extracts real-time follower counts and profile insights from Instagram for fast audience research. Perfect for marketing, influencer outreach, and lead generation. 📈 Get accurate data with ease!

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scrapier/instagram-followers-count-scraper

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simpleapi/instagram-followers-scraper

📸 Instagram Followers Enrichment Scraper extracts public follower lists from any IG profile—usernames, names, bios, follower/following, verification & profile links. ⚡ Export CSV/JSON for growth, competitor research, influencer discovery & lead gen. ✅ Fast, accurate, scalable.

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scraper-engine/instagram-followers-scraper

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scrapecraze/instagram-followers-count-scraper

Instagram Followers Count Scraper extracts publicly available follower count data from Instagram profiles at scale. Collect usernames, follower numbers, following counts, bio data, and profile metrics for audience analysis, influencer research, competitor tracking, and social media insights.