Pinterest Profile Scraper

Pinterest Profile Scraper

The Pinterest Profile Scraper is a fast, reliable Pinterest profile data extractor that collects structured profile information (e.g., name, bio, website, follower stats, boards, pins, images, and SEO metadata) from public Pinterest user pages. Built for marketers, developers, data analysts, and researchers, this Pinterest user profile scraper solves the manual effort and inconsistency of copying data by producing clean, machine-readable records. With API-ready runs and bulk processing, it enables large-scale analysis, influencer discovery, brand monitoring, and competitor tracking with ease. 🚀

What data / output can you get?

Below are key fields returned by the actor when you scrape Pinterest user profiles. These are pushed directly to the Apify dataset as structured JSON.

Data field	Description	Example value
username	Public Pinterest handle	"candyw8119"
full_name	Full display name	"葉落凡塵"
about	Profile bio/description	"Food & travel enthusiast sharing recipes and inspirations."
website_url	Website listed on the profile	"https://example.com"
pin_count	Total pins saved by the user	39901
board_count	Total boards created	118
follower_count	Number of followers	26643
following_count	Number of followed accounts	25827
image_xlarge_url	High-res profile image URL	"https://i.pinimg.com/280x280_RS/...jpg"
image_medium_url	Medium profile image URL	"https://i.pinimg.com/170x170/...jpg"
profile_cover	Cover image object/metadata	{ "url": "https://i.pinimg.com/...jpg" }
id	Internal user ID	"695524873610553291"
node_id	Encoded user node identifier	"VXNlcjo2OTU1MjQ4NzM2MTA1NTMyOTE="
created_at	Account creation timestamp	"Thu, 31 May 2018 04:28:16 +0000"
last_pin_save_time	Last pin save timestamp	"Thu, 11 Dec 2025 13:04:17 +0000"

Bonus fields include additional SEO and verification metadata such as seo_title, seo_description, seo_canonical_domain, verified_identity, domain_verified, and more. You can export results to JSON or CSV from the Apify dataset.

Key features

• ⚡️ Automatic proxy fallback – Built-in smart proxy management that escalates from no proxy → datacenter → residential (with up to 3 residential retries) to reduce blocks and increase success rates.
• 📦 Bulk profile processing – Add multiple usernames or profile URLs in one run for high-throughput collection using this Pinterest profile scraper tool.
• 🧱 Structured JSON output – Clean, machine-readable records ready for analytics, pipelines, and BI tools.
• 🔁 Robust retry & error handling – Exponential backoff, block detection, and resilient fetching ensure stable scraping at scale.
• 📜 Detailed logging – Real-time logs for visibility into requests, proxy events, and progress.
• 🧩 API-ready – Trigger runs and fetch datasets programmatically through the Apify API for integration with your data workflows and apps.
• 💾 Simple exports – Download results as JSON or CSV straight from the Apify dataset.

How to use Pinterest Profile Scraper - step by step

1. Create or sign in to your Apify account at https://console.apify.com.
2. Open the actor named “pinterest-profile-scraper”.
3. Add input data:
   • In startUrls, enter one or more Pinterest identifiers:
     • Usernames (e.g., candyw8119)
     • Full profile URLs (e.g., https://www.pinterest.com/username)
4. (Optional) Configure proxyConfiguration:
   • By default, no proxy is used. If Pinterest blocks requests, the actor automatically falls back to datacenter and then residential proxy with up to 3 retries.
5. Click Start to run the actor.
6. Monitor logs to see proxy mode selection, retries, and progress in real time.
7. Access your structured results in the OUTPUT tab (dataset).
8. Export finished data to JSON or CSV for further analysis or ingestion.

Pro Tip: Use the Apify API to launch runs and fetch datasets programmatically from your data pipelines or Python scripts for automated Pinterest profile scraping workflows.

Use cases

Use case	Description
Influencer discovery & vetting	Identify and evaluate creators by extracting follower_count, pin_count, and profile bios at scale.
Market research & trend analysis	Aggregate public Pinterest profile metadata to analyze niches, audiences, and content patterns.
Competitor monitoring	Track competitor accounts’ boards, pins, and growth indicators for strategic insights.
Brand monitoring	Collect profile-level data for brand mentions and public presence analysis across target creators.
Data enrichment for analytics	Feed structured Pinterest profile data into BI dashboards or data warehouses for deeper insights.
Academic & social research	Build datasets of public profile information to study user behavior and content diffusion patterns.
API pipelines	Orchestrate automated runs via the Apify API and export datasets for downstream processing.

Why choose Pinterest Profile Scraper?

Built for precision and reliability, this Pinterest user data scraper combines structured extraction with resilient fetching so you can operate at scale.

• 🎯 Accurate structured data — Extracts 36+ profile attributes directly from public pages.
• 🚦 Resilient to blocks — Automatic proxy fallback and retries keep pipelines running.
• 📈 Scales to batches — Process multiple profiles in a single run for faster throughput.
• 🧩 API-ready workflows — Integrate runs and results into your apps and data stacks via the Apify API.
• 🔒 Public data only — Designed for ethical use by collecting only publicly available information.
• 💰 Operational efficiency — Export clean CSV/JSON datasets without manual copy-paste or ad-hoc scripts.
• 🧰 Production-ready — Logging and error handling suited for dependable, repeatable jobs.

In short: a reliable Pinterest profile scraping software alternative to fragile extensions or one-off scripts.

Is it legal / ethical to use Pinterest Profile Scraper?

Yes — when used responsibly. This Pinterest profile crawler collects data from publicly available Pinterest profiles only and does not access private or password-protected content.

Guidelines for compliant use:

• Scrape only public information; do not attempt to access private profiles.
• Respect platform terms and applicable laws (e.g., GDPR, CCPA).
• Use the data responsibly and avoid spam or misuse.
• Consult your legal team for specific compliance requirements in your jurisdiction.

Input parameters & output format

Example input (JSON)

{
  "startUrls": [
    "candyw8119",
    "https://www.pinterest.com/username"
  ],
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Input parameters:

• startUrls (array, required)
  • Description: List one or more Pinterest profile URLs (e.g., https://www.pinterest.com/username), usernames (e.g., username), or keywords for bulk scraping.
  • Default: none (must be provided)
• proxyConfiguration (object, optional)
  • Description: Choose which proxies to use. By default, no proxy is used. If Pinterest blocks the request, it will automatically fallback to datacenter proxy, then residential proxy with 3 retries.
  • Default: { "useApifyProxy": false }

Notes:

• The actor accepts both plain usernames and full profile URLs in startUrls.
• If a field isn’t present on a public page, it may be omitted from the output object.

Example output (JSON)

[
  {
    "username": "candyw8119",
    "node_id": "VXNlcjo2OTU1MjQ4NzM2MTA1NTMyOTE=",
    "about": "",
    "pin_count": 39901,
    "image_xlarge_url": "https://i.pinimg.com/280x280_RS/46/ef/9f/46ef9f7db778b345adea2419bb09162b.jpg",
    "seo_canonical_domain": "www.pinterest.com",
    "last_pin_save_time": "Thu, 11 Dec 2025 13:04:17 +0000",
    "board_count": 118,
    "id": "695524873610553291",
    "eligible_profile_tabs": ["PINS", "BOARDS", "SAVED"],
    "image_medium_url": "https://i.pinimg.com/170x170/46/ef/9f/46ef9f7db7.jpg",
    "profile_cover": { "url": "https://i.pinimg.com/originals/...jpg" },
    "verified_identity": {},
    "full_name": "葉落凡塵",
    "is_verified_merchant": false,
    "is_private_profile": false,
    "is_ads_only_profile": false,
    "website_url": "https://example.com",
    "domain_url": "https://example.com",
    "first_name": "Candy",
    "instagram_data": null,
    "interest_following_count": 12,
    "is_partner": false,
    "domain_verified": false,
    "partner": null,
    "type": "user",
    "impressum_url": null,
    "following_count": 25827,
    "is_primary_website_verified": false,
    "seo_noindex_reason": null,
    "ads_only_profile_site": null,
    "created_at": "Thu, 31 May 2018 04:28:16 +0000",
    "follower_count": 26643,
    "seo_title": "Pinterest Profile",
    "indexed": true,
    "seo_description": "Discover pins from Candy on Pinterest.",
    "is_inspirational_merchant": false
  }
]

Fields included in the output are drawn from the following set (only if present on the page): username, node_id, about, pin_count, image_xlarge_url, seo_canonical_domain, last_pin_save_time, board_count, id, eligible_profile_tabs, image_medium_url, profile_cover, verified_identity, full_name, is_verified_merchant, is_private_profile, is_ads_only_profile, website_url, domain_url, first_name, instagram_data, interest_following_count, is_partner, domain_verified, partner, type, impressum_url, following_count, is_primary_website_verified, seo_noindex_reason, ads_only_profile_site, created_at, follower_count, seo_title, indexed, seo_description, is_inspirational_merchant.

FAQ

Do I need to log in to scrape Pinterest user profiles?

No. The actor collects data from publicly available profiles without login or cookies. It fetches public pages and parses structured data from them.

Can this Pinterest account scraper handle multiple profiles at once?

Yes. Add multiple usernames or profile URLs to the startUrls array and the actor will process them sequentially in a single run.

What happens if Pinterest blocks my requests?

The actor automatically escalates proxy modes: it starts with no proxy, then falls back to datacenter proxy, and finally to residential proxy with up to 3 retries. This greatly improves success rates.

What data does this Pinterest user bio scraper return?

It extracts 36+ fields when available, including username, full_name, about, website_url, follower_count, following_count, pin_count, board_count, profile images, IDs, timestamps, and SEO metadata. See the Output Format section for full details.

Can I integrate the Pinterest profile scraper tool into my app?

Yes. It’s API-ready on Apify. You can start runs and download dataset results via the Apify API from your backend or scripts.

What export formats are supported?

You can export results from the Apify dataset as JSON or CSV for analytics, enrichment, or storage.

Does it scrape follower lists?

No. It extracts follower_count and related profile-level statistics from public pages. It does not fetch complete follower lists.

Is using this Pinterest profile API scraper legal?

Yes, when used responsibly. The scraper accesses public data only. Ensure your usage complies with Pinterest’s terms and applicable regulations.

Closing thoughts

The Pinterest Profile Scraper is built to extract rich, structured Pinterest profile information at scale. With automatic proxy fallback, bulk processing, and API-ready operation, it delivers clean datasets for marketers, analysts, and researchers. Export results to JSON/CSV from the Apify dataset, or trigger workflows via the Apify API for automation. Start extracting smarter Pinterest profile insights and power your research, monitoring, and analytics with reliable, production-ready data.