Pinterest Followers Scraper

Pinterest Followers Scraper

Pinterest Followers Scraper is a fast, reliable tool to scrape Pinterest followers from public profiles at scale. It helps you collect structured follower lists from profile URLs or usernames and export results to CSV/JSON — ideal for competitor research, influencer outreach, and audience analysis. Marketers, developers, data analysts, and researchers can use this Pinterest followers scraper to automate follower collection without the Pinterest API and build repeatable, data-driven workflows. 🚀

What data / output can you get?

The actor saves results into the Apify dataset (one row per follower) and maintains an aggregated object in the default key‑value store under the OUTPUT key (per profile). Below are the exact fields pushed to the dataset and included in the OUTPUT structure.

Data field	Description	Example value
sourceUsername	Username of the profile whose followers are being scraped	"candyw8119"
username	Follower’s Pinterest handle	"janedoe"
fullName	Follower’s display name	"Jane Doe"
profile_url	Follower’s profile URL	"https://www.pinterest.com/janedoe"
entityId	Internal entity identifier	"1234567890123"
isPrivateProfile	Whether the follower’s profile is private	false
imageMediumUrl	Medium-sized avatar URL	"https://i.pinimg.com/140x140/...jpg"
imageXlargeUrl	Extra-large avatar URL	"https://i.pinimg.com/474x/...jpg"
explicitlyFollowedByMe	Whether the profile owner explicitly follows this user	false
verifiedIdentity	Verification metadata object	{}
id	Unique node ID	"VXNlci0xMjM0NTY="
__typename	GraphQL typename	"User"

Bonus: The default key‑value store entry “OUTPUT” keeps a per‑profile summary with total_followers_scraped and followers (array of the objects above). You can export the dataset to CSV or JSON directly from Apify.

Key features

• ⚡️ Bold scale with bulk input
  Provide a list of Pinterest profile URLs or usernames in startUrls to scrape Pinterest followers for many profiles in one run.

• 🛡️ Adaptive proxy fallback
  Starts without a proxy; on blocking (403/429 or network errors), automatically switches to Apify datacenter and then residential proxies, sticking to residential once enabled.

• 📦 Structured, streaming output
  Every follower is saved to the Apify dataset as soon as it’s collected. A running summary is maintained in the default key‑value store under “OUTPUT”.

• 🔐 Optional session cookie for login-required views
  Paste your _pinterest_sess into pinterestSessionCookie to enable logged‑in scraping when needed. Leave empty to run without login.

• 🔁 Robust retries with smart handling
  Exponential backoff on server/network errors; no retry on standard 4xx responses (403/429 trigger proxy fallback).

• 🧭 Clear run logs
  Progress and proxy events are logged to the Apify run log so you can monitor collection in real time.

• 📤 Easy exports
  Export Pinterest followers list data from the dataset to CSV/JSON for analysis, enrichment, or reporting.

How to use Pinterest Followers Scraper - step by step

1. Sign in to Apify
   Create or log in to your Apify account.

2. Open the actor in Apify Console
   Go to Actors → find “pinterest-followers-scraper” and open it.

3. Add input data
   In startUrls, paste Pinterest profile URLs (e.g., https://www.pinterest.com/username/) or plain usernames. Add multiple entries to scrape multiple profiles.

4. Configure limits and optional login

   • Set maxItems to control how many followers to collect per profile (1–10000).
   • Optionally paste your _pinterest_sess into pinterestSessionCookie for authenticated scraping.

5. (Optional) Configure proxy
   Leave the default (no proxy) or set proxyConfiguration. The actor will automatically fall back to datacenter and then residential proxies if blocking occurs.

6. Start the run
   Click Start. The actor prepares, fetches required tokens, and begins collecting followers. You’ll see progress and proxy events in the Log tab.

7. Access results and export

   • Dataset: One row per follower (ready to export to CSV/JSON).
   • Key‑value store (key: OUTPUT): Per‑profile summary with totals and follower arrays.

Pro tip: Use the dataset exports to feed analytics, outreach, or audience research workflows. This Pinterest followers data extractor works smoothly for both one‑off pulls and scheduled automations.

Use cases

Use case	Description
Competitor follower analysis	Benchmark and profile competitor audiences by exporting Pinterest followers to CSV/JSON for segmentation and trend tracking.
Influencer outreach targeting	Build clean follower lists to identify engaged communities and plan outreach pipelines efficiently.
Audience research for brands	Analyze public follower networks to understand interests and potential collaborators on Pinterest.
Market monitoring & reporting	Track changes by running periodic scrapes and comparing follower snapshots over time.
Data enrichment & modeling	Combine follower usernames and profile URLs with internal datasets for deeper insights.
Academic & social research	Collect structured, public follower data for studies in social graphs, diffusion, or community analysis.
Bulk profile audits	Scrape multiple Pinterest profiles in a single run to compare audiences across niches quickly.

Why choose Pinterest Followers Scraper?

This Pinterest followers crawler focuses on reliable collection, adaptive connectivity, and clean outputs at scale.

• 🎯 Accurate, structured results: Consistent follower fields streamed into the dataset and mirrored in the OUTPUT summary.
• 🌐 Smart connectivity: Automatic proxy fallback (no proxy → datacenter → residential) to reduce blocks and keep runs flowing.
• 📈 Built for batch jobs: Handles many profiles via startUrls with per‑profile maxItems control.
• 🔧 Developer‑friendly on Apify: Standard dataset and key‑value store outputs for easy downstream processing.
• 🔒 Responsible by design: Targets publicly available profile pages; optional session cookie only if you choose to run logged in.
• 💸 Efficient workflows: Export CSV/JSON for immediate use in analytics, BI, or outreach tools.
• 🧪 Robustness you can trust: Retries with exponential backoff and clear logging for fast troubleshooting.

In short, it’s a production‑ready Pinterest followers scraper tool — more stable and scalable than manual methods or fragile extensions.

Is it legal / ethical to use Pinterest Followers Scraper?

Yes — when done responsibly. This scraper collects data from publicly available Pinterest profile pages. If you choose to use a session cookie, ensure you have the right to do so.

Guidelines to follow:

• Only collect publicly available information and respect privacy.
• Comply with Pinterest’s terms and all applicable laws (e.g., data protection regulations).
• Avoid misuse of collected data and ensure your use case is lawful and ethical.
• Consult your legal team for edge cases or jurisdiction‑specific questions.

Input parameters & output format

Example JSON input

{
  "startUrls": [
    "https://www.pinterest.com/candyw8119/",
    "cobrakaieditss451"
  ],
  "maxItems": 100,
  "pinterestSessionCookie": "_pinterest_sess=YOUR_SESSION_COOKIE",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Parameter reference:

• startUrls (array, required): Pinterest profile URLs (e.g., https://www.pinterest.com/username/) or plain usernames. Add one or more to scrape multiple profiles. Default: none.
• maxItems (integer, optional): How many followers to collect per profile (1–10000). Higher values take longer. Default: 100.
• pinterestSessionCookie (string, optional): Paste your _pinterest_sess cookie for logged‑in scraping. Leave empty to run without login (may be limited). Default: none.
• proxyConfiguration (object, optional): Optional. Default is no proxy. If Pinterest blocks requests, the actor will automatically try datacenter then residential proxies. Default prefill: {"useApifyProxy": false}.

Example dataset item (one row per follower)

{
  "sourceUsername": "candyw8119",
  "username": "janedoe",
  "fullName": "Jane Doe",
  "imageMediumUrl": "https://i.pinimg.com/140x140/abc123.jpg",
  "imageXlargeUrl": "https://i.pinimg.com/474x/def456.jpg",
  "explicitlyFollowedByMe": false,
  "entityId": "1234567890123",
  "isPrivateProfile": false,
  "verifiedIdentity": {},
  "id": "VXNlci0xMjM0NTY=",
  "__typename": "User",
  "profile_url": "https://www.pinterest.com/janedoe"
}

Example OUTPUT object in key‑value store (default key: "OUTPUT")

{
  "candyw8119": {
    "total_followers_scraped": 2,
    "followers": [
      {
        "username": "janedoe",
        "fullName": "Jane Doe",
        "imageMediumUrl": "https://i.pinimg.com/140x140/abc123.jpg",
        "imageXlargeUrl": "https://i.pinimg.com/474x/def456.jpg",
        "explicitlyFollowedByMe": false,
        "entityId": "1234567890123",
        "isPrivateProfile": false,
        "verifiedIdentity": {},
        "id": "VXNlci0xMjM0NTY=",
        "__typename": "User",
        "profile_url": "https://www.pinterest.com/janedoe"
      },
      {
        "username": "johnsmith",
        "fullName": "John Smith",
        "imageMediumUrl": "https://i.pinimg.com/140x140/ghi789.jpg",
        "imageXlargeUrl": "https://i.pinimg.com/474x/jkl012.jpg",
        "explicitlyFollowedByMe": false,
        "entityId": "987654321000",
        "isPrivateProfile": true,
        "verifiedIdentity": {},
        "id": "VXNlci05ODc2NTQzMjE=",
        "__typename": "User",
        "profile_url": "https://www.pinterest.com/johnsmith"
      }
    ]
  }
}

Notes:

• Dataset exports to CSV/JSON are available directly in Apify.
• Fields like verifiedIdentity may be empty objects depending on availability.

FAQ

Is there a free trial or pricing?

Yes. This actor includes a trial with 120 free minutes on Apify. After that, it’s available at a flat monthly price of $19.99.

Do I need to log in or provide cookies?

No, login is not required. You can run without cookies, but results may be limited. For logged‑in scraping, set pinterestSessionCookie with your _pinterest_sess value.

How many followers can I scrape per profile?

You can set maxItems between 1 and 10000 per profile. Higher values take longer and may increase the chance of rate limits.

Does this work without the Pinterest API?

Yes. This Pinterest followers scraper works without the official Pinterest API. It collects data from publicly available profile pages and related endpoints.

Can I export data to CSV or JSON?

Yes. Results are stored in the Apify dataset, which you can export to CSV or JSON. There’s also a consolidated OUTPUT object in the key‑value store for per‑profile summaries.

How does proxy handling work?

The actor starts without a proxy. If blocking or specific errors occur (e.g., 403/429), it automatically falls back to Apify datacenter proxies and then to residential proxies, sticking to residential once enabled.

What data fields are included in the output?

Each follower record includes sourceUsername, username, fullName, profile_url, entityId, isPrivateProfile, imageMediumUrl, imageXlargeUrl, explicitlyFollowedByMe, verifiedIdentity, id, and __typename.

Can I scrape multiple profiles in one run?

Yes. Provide multiple profile URLs or usernames in startUrls to scrape followers for several profiles in a single run.

Closing CTA / Final thoughts

Pinterest Followers Scraper is built to extract clean, structured follower lists from public Pinterest profiles at scale. With bulk inputs, adaptive proxy fallback, robust retries, and ready‑to‑export CSV/JSON outputs, it’s a dependable Pinterest followers data extractor for marketers, developers, analysts, and researchers. Use the optional session cookie for deeper access when needed and automate your Pinterest audience workflows with confidence. Start scraping smarter, faster, and more reliably today.