Pinterest Pins Videos Search Scraper

Pinterest Pins Videos Search Scraper

Pinterest Pins Videos Search Scraper is a fast, reliable Pinterest video scraper and Pinterest pin scraper that captures pins and video search results at scale. It helps you scrape Pinterest video pins and pin metadata from public search pages—extracting titles, URLs, images, video links, and engagement signals—so marketers, developers, data analysts, and researchers can power content discovery, trend tracking, and SEO analysis with ease. Built as a Pinterest search results scraper for automation-first teams, it enables repeatable workflows for bulk queries and scalable exports.

What data / output can you get?

Data type	Description	Example value
node_id	Unique Pinterest pin ID	"4362930884162196"
created_at	Pin creation timestamp	"Wed, 17 Sep 2025 21:05:25 +0000"
url	Image URL (236x size)	"https://i.pinimg.com/236x/46/f4/88/46f4885495c1ed7ca2dbfd4787b06bb6.jpg"
title	Pin title (falls back to seo_alt_text)	"silly kitty 🍓"
description	Pin description (falls back to seo_alt_text)	"how i feel when i order the wrong color yarn"
link	External link associated with the pin (if any)	null
link_to_video	Direct video URL when available	"https://v.pinimg.com/videos/..."
is_video	Boolean flag indicating if a video was detected	true
domain	Source domain or “Uploaded by user”	"Uploaded by user"
reaction_counts	Object of reaction type counts	{ "1": 1877 }
width	Image width (pixels)	236
height	Image height (pixels)	236
image_size	Size identifier for the image variant	"236x"
dominant_color	Dominant color hex code	"#88a549"
pinner.full_name	Pinner display name	"Sofia Ortiz"
pinner.username	Pinner username	"sofiacamposflor"
pinner.follower_count	Pinner followers count (if exposed)	4
pinner.image_url	Pinner profile image URL	"https://s.pinimg.com/images/user/default_140.png"
search_term	The search term used to find the pin	"cat"

Bonus: The scraper also captures structured media indicators (is_video, link_to_video) and visual metadata (dominant_color, dimensions). You can export results from the Apify dataset to CSV, JSON, or Excel for downstream analysis.

Key features

• 🔎 Powerful Pinterest video search scraping
  Extract pins and videos from public Pinterest search with precise filtering for “Videos” only or combined results.

• 🎥 Accurate video detection & links
  Smart parsing of videos.video_list and image-based fallbacks ensures reliable link_to_video detection for true Pinterest video bulk downloader workflows.

• 📦 Batch scraping & bulk automation
  Provide multiple keywords, profile URLs, or usernames in searchTerms to process large lists in one run.

• 🔐 Automatic proxy fallback
  Resilient pipeline: no proxy → datacenter → residential with 3 retries. Clear logging of each attempt improves success rates for tough queries.

• 🧩 Rich pin metadata extraction
  Titles, descriptions, image URLs and sizes, pinner details, reactions, domains, and color metadata—ready for analysis.

• 🧪 Live data saving to dataset
  Results are pushed to the dataset as soon as they’re scraped to prevent data loss and enable real-time monitoring.

• 🧰 Developer-friendly & API-ready
  Runs on Apify infrastructure with dataset exports (CSV/JSON/Excel). Ideal for integrating a Pinterest video scraping tool into pipelines via API.

• 🧾 No login required
  Scrapes publicly available Pinterest content—no cookies or credentials needed.

• 🧭 Detailed logging & progress visibility
  Granular logs of scrolls, captured responses, deduplication, and per-term summaries help diagnose and optimize runs.

How to use Pinterest Pins Videos Search Scraper - step by step

1. Create or log in to your Apify account.
2. Open the actor “pinterest-pins-videos-search-scraper” in the Apify Console.
3. Add inputs: paste keywords, profile URLs, or usernames into searchTerms. You can mix formats (e.g., ["cat", "https://www.pinterest.com/username/"]).
4. Set limits: choose maxItems (default 50, supports 1–1000 per term).
5. Choose filter: set filtre to "Videos" to return only video pins, or "All" for pins + videos.
6. Configure proxy (optional): proxyConfiguration can be left empty to start without a proxy. The actor will auto-fallback to datacenter then residential proxies if blocked.
7. Run the actor and monitor logs to see scrolling, response capture, and per-term summaries.
8. Download results from the Dataset tab and export to JSON, CSV, or Excel for analysis or ingestion.

Pro tip: For a Pinterest video downloader tool workflow, set filtre to "Videos" and provide multiple keywords in searchTerms to collect video URLs at scale.

Use cases

Use case name	Description
Market research + trend tracking	Analyze trending topics by scraping Pinterest video pins and reactions to quantify engagement and discover emerging content themes.
Content inspiration for creators	Collect images, titles, and descriptions to build mood boards and content calendars from public Pinterest search.
Competitor monitoring	Track pinner activity and pin formats by scraping Pinterest pin data for usernames or profile URLs.
SEO analysis & keyword research	Export pin titles and descriptions to study keyword patterns and optimize boards and landing pages.
Product discovery & curation	Build collections of relevant pins for merchandising or editorial workflows using a Pinterest pin metadata extractor.
Data enrichment pipeline (API)	Feed structured pin and video data into analytics dashboards or ML pipelines using Apify datasets and API.
Academic & social research	Study public sharing behavior and engagement using structured, reproducible extractions from search results.

Why choose Pinterest Pins Videos Search Scraper?

Built for precision, automation, and reliability, this Pinterest pin video scraper outperforms manual tools and fragile extensions.

• ✅ Accurate media detection: Robust logic for link_to_video and is_video ensures clean video datasets.
• 🌍 Public, no-login operation: Works on publicly available pages without cookies or credentials.
• 📈 Scales with your needs: Bulk input, per-term limits, and live saving keep large runs efficient and safe.
• 🧑‍💻 Developer-ready: Use Apify exports and API to integrate with pipelines and BI tools.
• 🔒 Resilient & reliable: Automatic proxy fallback (no proxy → datacenter → residential with 3 retries) plus detailed logs.
• 💰 Cost-effective automation: Run repeatable scrapes and export to CSV/JSON/Excel without maintaining infrastructure.
• 🔁 Better than extensions: Production-grade headless Chromium and retry logic reduce flakiness compared to browser plugins.

In short, if you need a stable Pinterest web scraping tool for videos and pins, this actor delivers structured data and automation-ready reliability.

Is it legal / ethical to use Pinterest Pins Videos Search Scraper?

Yes—when used responsibly. This actor accesses only publicly available content on Pinterest and does not log in or access private data.

Compliance guidelines:

• Scrape only public pages and avoid private or password-protected content.
• Follow applicable data protection laws (e.g., GDPR, CCPA) and Pinterest’s Terms of Service.
• Use data responsibly and avoid spam or misuse.
• Consult your legal team for edge cases and jurisdiction-specific requirements.

The actor does not access private profiles or authenticated endpoints.

Input parameters & output format

Example JSON input

{
  "searchTerms": [
    "cat",
    "book",
    "https://www.pinterest.com/username/"
  ],
  "maxItems": 50,
  "filtre": "Videos",
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Input parameters

• searchTerms (array)
  Description: List of Pinterest search keywords, profile URLs (e.g., https://www.pinterest.com/username/), or usernames (e.g., username). Supports bulk input.
  Default: none
  Required: yes

• maxItems (integer)
  Description: Maximum number of pins to scrape per search term.
  Default: 50
  Required: no (min 1, max 1000)

• filtre (string; enum: "All", "Videos")
  Description: Filter results: All (pins + videos) or Videos only.
  Default: "Videos"
  Required: no

• proxyConfiguration (object)
  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: none (prefill { "useApifyProxy": false })
  Required: no

Example JSON output

{
  "node_id": "4362930884162196",
  "created_at": "Wed, 17 Sep 2025 21:05:25 +0000",
  "url": "https://i.pinimg.com/236x/46/f4/88/46f4885495c1ed7ca2dbfd4787b06bb6.jpg",
  "pinner": {
    "full_name": "Sofia Ortiz",
    "username": "sofiacamposflor",
    "follower_count": 4,
    "image_url": "https://s.pinimg.com/images/user/default_140.png"
  },
  "domain": "Uploaded by user",
  "reaction_counts": {
    "1": 1877
  },
  "width": 236,
  "height": 236,
  "image_size": "236x",
  "dominant_color": "#88a549",
  "link": null,
  "title": "silly kitty 🍓",
  "description": "how i feel when i order the wrong color yarn",
  "link_to_video": "https://v.pinimg.com/videos/...",
  "is_video": true,
  "search_term": "cat"
}

Notes:

• Some fields may be null or empty if Pinterest does not provide them for a given pin (e.g., link, link_to_video, created_at, pinner.follower_count, dominant_color).
• The pinner object contains full_name, username, follower_count, and image_url.
• is_video is derived from detected video sources and will be true only when a playable link_to_video is found.

FAQ

Do I need a Pinterest account or login to use this scraper?

No. The actor scrapes publicly available Pinterest content and does not require login or cookies.

How many pins can I scrape per search term?

You can control this via maxItems, which supports 1–1000 per search term. Provide multiple searchTerms to process them sequentially in a single run.

Can it scrape only videos?

Yes. Set filtre to "Videos" to return only video results. Check link_to_video and is_video in the output to identify extracted video URLs.

What happens if Pinterest blocks my requests?

The actor uses automatic proxy fallback: it tries without a proxy first, then switches to a datacenter proxy, and finally to a residential proxy with up to 3 retries. All steps are clearly logged.

What data formats can I export?

Results are stored in the Apify dataset. You can export to JSON, CSV, or Excel directly from the platform or via the API.

Can I use this in my data pipeline or with Python?

Yes. This is an Apify actor with dataset and API access, so you can pull results into ETL jobs, notebooks, or apps as part of a Pinterest video scraping tool workflow.

Does it work with profile URLs or just keywords?

Both. You can provide search keywords, profile URLs (e.g., https://www.pinterest.com/username/), or plain usernames in searchTerms.

Is there a free trial?

Yes. This actor includes trial minutes on Apify (e.g., 120 trial minutes). Check the Apify Store listing for the latest pricing and trial details.

Closing CTA / Final thoughts

Pinterest Pins Videos Search Scraper is built to extract structured Pinterest pin and video search data reliably and at scale. With accurate video detection, rich metadata, bulk processing, and resilient proxy fallback, it’s ideal for marketers, developers, data analysts, and researchers. Use the Apify API and dataset exports to integrate results into analytics dashboards, SEO workflows, or automation pipelines. Start extracting smarter Pinterest insights and build your Pinterest video search scraper workflows today.