Pinterest Followers Scraper

Pinterest Followers Scraper

Pinterest Followers Scraper extracts follower lists and metadata from Pinterest profiles at scale. It solves the manual, time-consuming task of gathering follower usernames, names, profile URLs, and basics like privacy and IDs by automating the process for one or many profiles in a single run. Built for marketers, developers, data analysts, and researchers, this Pinterest followers scraper and Pinterest followers extractor helps you scrape Pinterest followers and export Pinterest followers to CSV/JSON for outreach, audience research, and competitive insights — reliably and at scale. 🚀

What data / output can you get?

The actor saves one dataset row per follower and also maintains a per-profile summary object in the default key‑value store (key: OUTPUT).

• Dataset fields (one row per follower)
• Aggregated summary (per profile) with total_followers_scraped and followers array

Data type	Description	Example value
sourceUsername	The profile username whose followers are being scraped	"candyw8119"
username	Follower’s Pinterest username	"janedoe"
fullName	Follower’s display name	"Jane Doe"
profile_url	Direct link to follower’s profile	"https://www.pinterest.com/janedoe"
entityId	Pinterest entity identifier for the user	"1234567890"
id	GraphQL/edge node identifier	"987654321"
isPrivateProfile	Whether the follower’s profile is private	false
imageMediumUrl	Medium-size avatar URL	"https://i.pinimg.com/140x140.jpg"
imageXlargeUrl	Extra-large avatar URL	"https://i.pinimg.com/600x600.jpg"
explicitlyFollowedByMe	Whether the actor’s session explicitly follows the user	false
verifiedIdentity	Verification metadata object (may be empty)	{}
__typename	GraphQL typename	"User"

Notes:

• The default key-value store (OUTPUT) keeps a per-username object with total_followers_scraped and a followers array containing the same fields as above.
• You can export results to CSV or JSON from the Apify dataset UI or API for further analysis and automation.
• Some fields may be empty when not available on the profile (for example, fullName, imageXlargeUrl, or verifiedIdentity content).

Key features

• 🔁 Bold proxy fallback (no proxy → datacenter → residential, sticky) Automatically escalates connection strategy on blocks (403/429) or network issues. Once residential is used, it sticks for the rest of the run for stable continuation.

• 📦 Bulk profile processing Submit a list of Pinterest profile URLs or plain usernames; the actor processes many profiles in one run to download Pinterest followers lists at scale.

• 🧱 Structured outputs (dataset + summary) Saves one dataset row per follower and a structured per-profile summary in the default key‑value store (OUTPUT) with total_followers_scraped and followers array.

• 🔐 Optional session cookie Provide your _pinterest_sess cookie to run logged-in scraping when needed. Leave empty to run without login.

• 🧰 Built-in resilience Includes exponential backoff retries on server/network errors. Smart handling of 403/429 responses triggers the proxy fallback automatically.

• 📊 Easy exports Export Pinterest followers to CSV/JSON directly from the dataset for enrichment, analytics, or ingestion into your workflows.

• 🧾 Clear run logs Logs progress and proxy events to the Apify run log so you can monitor scraping status and connection changes.

How to use Pinterest Followers Scraper - step by step

1. Create or log in to your Apify account.
2. Open the Apify Console → Actors → search for “pinterest-followers-scraper” and open it.
3. In Input, add startUrls as:
   • Full profile URLs (e.g., https://www.pinterest.com/username/) or
   • Plain usernames (e.g., username)
4. (Optional) Set maxItems to limit how many followers to collect per profile (1–10000).
5. (Optional) Add pinterestSessionCookie with your _pinterest_sess cookie value to enable logged-in scraping.
6. (Optional) Configure proxyConfiguration. By default, the actor starts without a proxy and will automatically try datacenter then residential proxies if blocked.
7. Click Start. Watch the Log tab for progress and proxy events.
8. Download results:
   • Dataset: CSV/JSON export with one row per follower
   • Key-Value Store: OUTPUT contains per-profile totals and followers arrays

Pro tip: Need a per-profile snapshot? Use the default key‑value store record named OUTPUT to retrieve totals and follower arrays grouped by username alongside the dataset rows.

Use cases

Use case name	Description
Influencer outreach targeting	Build clean lists of followers for creator discovery and outreach by exporting Pinterest followers CSV from multiple profiles.
Competitor audience analysis	Analyze who follows competitor profiles to identify audience interests and potential partners.
Audience research for campaigns	Enrich your research by collecting follower usernames, names, and profile URLs for segmentation and targeting.
Growth & community management	Track follower lists periodically to understand audience changes and engagement patterns.
Data analysis pipelines	Automate Pinterest followers data extraction and export JSON for ingestion into analytics systems.
Academic & social research	Capture publicly available follower lists for studies on online communities and social graphs.
Lead list building	Export Pinterest followers to CSV to qualify and route potential leads for marketing workflows.

Why choose Pinterest Followers Scraper?

A reliable, structured Pinterest profile followers scraper built for automation and scale.

• 🎯 Accurate follower extraction: Focused on follower lists with structured fields like username, fullName, profile_url, and identifiers.
• 📈 Scales to many profiles: Supports bulk input of URLs or usernames to scrape multiple profiles in a single run.
• 🛡️ Robust against blocks: Automatic proxy fallback (no proxy → datacenter → residential) with sticky residential for stability.
• 🔐 Works with or without login: Optional _pinterest_sess cookie for logged-in scraping; otherwise runs on public pages.
• 🗂️ Structured outputs: Dataset rows per follower plus per-profile summaries (total_followers_scraped + followers array).
• 💾 Easy exports: Download CSV/JSON from the dataset for quick integration into CRMs or analytics tools.
• ⚙️ Production-ready: Clear logging, retries on network/server errors, and automatic handling of 403/429 conditions.

In short: a dependable Pinterest followers API alternative that outperforms manual exports and unstable browser extensions.

Is it legal / ethical to use Pinterest Followers Scraper?

Yes — when used responsibly. This actor is designed to collect data from publicly accessible Pinterest pages. You are responsible for ensuring your use complies with Pinterest’s terms and applicable laws.

Guidelines:

• Only collect data from public content or content accessible with your own session.
• Avoid sensitive or private data; respect privacy and data protection regulations (e.g., GDPR, CCPA).
• Use scraped data responsibly and for legitimate purposes.
• Consult your legal team for edge cases and internal compliance requirements.

Input parameters & output format

Example JSON input

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

Input fields

• 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 (required).
• 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: null.
• proxyConfiguration (object, optional): Optional proxy settings. Default is no proxy. If Pinterest blocks requests, the actor will automatically try datacenter then residential proxies. Default: { "useApifyProxy": false }.

Example dataset record (one row per follower)

{
  "sourceUsername": "candyw8119",
  "username": "janedoe",
  "fullName": "Jane Doe",
  "profile_url": "https://www.pinterest.com/janedoe",
  "entityId": "1234567890",
  "isPrivateProfile": false,
  "imageMediumUrl": "https://i.pinimg.com/140x140.jpg",
  "imageXlargeUrl": "https://i.pinimg.com/600x600.jpg",
  "explicitlyFollowedByMe": false,
  "verifiedIdentity": {},
  "id": "987654321",
  "__typename": "User"
}

Example OUTPUT (key-value store, aggregated by profile)

{
  "candyw8119": {
    "total_followers_scraped": 2,
    "followers": [
      {
        "username": "janedoe",
        "fullName": "Jane Doe",
        "imageMediumUrl": "https://i.pinimg.com/140x140.jpg",
        "imageXlargeUrl": "https://i.pinimg.com/600x600.jpg",
        "explicitlyFollowedByMe": false,
        "entityId": "1234567890",
        "isPrivateProfile": false,
        "verifiedIdentity": {},
        "id": "987654321",
        "__typename": "User",
        "profile_url": "https://www.pinterest.com/janedoe"
      },
      {
        "username": "johnsmith",
        "fullName": "John Smith",
        "imageMediumUrl": "",
        "imageXlargeUrl": "",
        "explicitlyFollowedByMe": false,
        "entityId": "2233445566",
        "isPrivateProfile": false,
        "verifiedIdentity": {},
        "id": "1122334455",
        "__typename": "User",
        "profile_url": "https://www.pinterest.com/johnsmith"
      }
    ]
  }
}

Notes:

• Some fields may be empty strings or empty objects when not present on the profile.
• Exports: From the dataset, download your Pinterest followers CSV export or JSON directly.

FAQ

Do I need to log in to scrape Pinterest followers?

No. You can run the Pinterest profile followers scraper without login. Optionally, you can add your _pinterest_sess cookie via pinterestSessionCookie to perform authenticated requests if needed.

How many followers can I scrape per profile?

You can set maxItems between 1 and 10000. The actor will stop once it reaches the specified limit per profile.

What output formats are supported?

Results are stored in the Apify dataset, which you can export as CSV or JSON. The actor also maintains an aggregated OUTPUT object in the default key‑value store.

Does it handle blocks and rate limits?

Yes. On 403/429 responses or network errors, the actor automatically falls back from no proxy to datacenter, then to residential proxies (sticky). It also uses exponential backoff retries on server and network errors.

Can I scrape multiple Pinterest profiles in one run?

Yes. Provide multiple profile URLs or usernames in startUrls. The actor will process them in one run and export Pinterest followers lists for each profile.

Is this a Pinterest followers API alternative?

Yes. It functions as a Pinterest followers scraper tool and Pinterest followers API alternative by collecting followers directly from Pinterest’s web responses and saving structured results for download.

What data does each follower record include?

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

Is it legal to use this scraper?

Yes, when used responsibly. It’s designed to collect data from publicly accessible pages (or with your session). Ensure your usage complies with Pinterest’s terms and relevant data protection laws.

Closing CTA / Final thoughts

Pinterest Followers Scraper is built for fast, reliable extraction of Pinterest follower lists at scale. It streamlines audience research by turning public profile followers into structured, exportable data.

With bulk profile support, robust proxy fallback, and clean CSV/JSON outputs, it helps marketers, developers, analysts, and researchers scrape Pinterest followers and download Pinterest followers lists for outreach and analysis. Developers can work directly with the dataset and OUTPUT store for automation.

Start extracting structured Pinterest followers data today and power your campaigns, research, and growth workflows with dependable, scalable scraping.