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AI UGC Video Ad Examples Scraper

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Collect the example AI UGC video ads that MakeUGC and Arcads show on their public pages: title, description, category, credited creator, direct video file link, thumbnail and page link. No login needed.

🎬 AI UGC Video Ad Examples Scraper

Collect every example AI UGC video ad that MakeUGC and Arcads show on their public pages, with a direct link to each video file, its thumbnail, title, description, category and the creator the page credits. One run crawls the whole public site in about a minute. No login, no browser, $1.70 per 1,000 videos with platform usage included.

✨ Why use AI UGC Video Ad Examples Scraper?

  • 🎯 Direct video files — every row has the MP4 (or WebM) file link itself, ready to download, plus the short preview loop and other formats when the page has them.
  • 🗂️ Organised by category — each video carries the heading of the section it is shown under (Talking Actors, Product in Hand, B-roll, Content Library, case studies ...) and the text that describes it.
  • 🧑 Credited people — when a page names the creator, AI actor or customer behind an example, you get the name and role.
  • 🔁 One row per video — a video that appears on ten landing pages is returned once, with every page it is on.
  • ✅ Checked links — each video link is checked by its headers (nothing is downloaded): HTTP status, file type and file size.
  • ⚡ Fast and light — plain HTTP, about a minute for a whole site.

🎯 Use cases

  • 🧪 Ad-creative research — study the hooks, formats and pacing of AI UGC ads before you brief your own.
  • 📚 Swipe files — build a library of AI actor, product-in-hand, B-roll and talking-head examples with thumbnails.
  • 🤖 Training and testing — collect sample clips to test video tools, captioning or transcription pipelines.
  • 📈 Market tracking — schedule a run to see when new example ads or categories appear.

🚀 How to use

  1. Pick the sites to crawl under Sites (MakeUGC, Arcads or both), or paste single pages under Page URLs.
  2. Set Max videos (0 = every video the pages show).
  3. Click Start and wait about a minute.
  4. Download the results as JSON, CSV or Excel, or read them through the API.

📥 Input

FieldWhat it does
sitesSites to crawl: makeugc, arcads
startUrlsSingle pages of those sites to read on their own
maxItemsMax videos in total (0 = all)
includeTranslatedPagesAlso read translated copies of the site (for example MakeUGC's Hebrew pages)
checkVideoLinksCheck each video link's status, type and size by its headers (default on)
maxPagesPerSiteStop a site crawl after this many pages (0 = all public pages)
proxyConfigurationDatacenter proxy by default
{
  "sites": ["makeugc"],
  "maxItems": 0,
  "checkVideoLinks": true
}

📤 Output

FieldDescription
titleLabel of the example on the page, its caption, or a name taken from the file
descriptionText of the card or section showing the video (description_source: card or page)
video_urlDirect link to the video file (MP4 where offered)
thumbnail_urlPoster image of the video
categoryHeading of the card or section the video is shown under
creator_or_avatarCreator, AI actor or customer the page credits on the example, when it names one
creator_roleRole or company next to that name
page_urlPage the video is shown on (its main page when several show it)
found_on_pagesEvery page the video was found on
preview_video_url, other_video_urlsShort preview loop and other files of the same video
video_format, video_size_bytes, video_content_type, video_link_statusFile details from the link check
site, page_title, section, label, tags, file_name, position, page_language, scraped_atContext

Example row (trimmed):

{
  "title": "Nano Foam",
  "description": "$19K in ad spend turned into $69K in total sales.",
  "video_url": "https://d2j3503r68l9dj.cloudfront.net/assets/videos-compressed/case_study_3.mp4",
  "thumbnail_url": "https://www.makeugc.ai/assets/images-compressed/case_study_3.jpg",
  "category": "Best results with MakeUGC",
  "creator_or_avatar": "Eileen Lee",
  "creator_role": "Senior Marketing, Nano Foam",
  "page_url": "https://www.makeugc.ai/",
  "site": "MakeUGC",
  "video_format": "mp4",
  "other_video_urls": ["https://d2j3503r68l9dj.cloudfront.net/assets/videos-compressed/case_study_3.webm"],
  "video_link_status": 200,
  "video_content_type": "video/mp4"
}

💰 Pricing

$0.0017 per video saved, on every plan: 1,000 example videos ≈ $1.70. A full MakeUGC crawl returns roughly 80 to 100 videos, so about $0.15. Platform usage (compute, proxy, storage) is included in that price. Set a maximum charge per run in the run options if you want a hard cap.

❓ FAQ

Is it legal? The Actor reads only public pages that the sites show to every visitor and that their robots.txt allows. Check the terms of each site and how you plan to use the videos.

Do I need a login or a proxy? No login. The default datacenter proxy works for both sites.

Does it include the in-app galleries? No. MakeUGC's Community and in-app Content Library need a signed-in account, so they are not read; the public Content Library previews on the site are included.

Why is creator_or_avatar empty on many rows? The sites name a person only on some examples (mostly case studies). The field is filled only when the page names someone; it is never guessed.

Why do some titles look like file names? Some example videos have no label on the page. The title then comes from the file name, which is usually the campaign or brand name.

Can I schedule it or use the API? Yes. Schedule runs in the console or start them through the Scrape.ly API and read the dataset as JSON or CSV.

⚠️ Limits

  • Supported sites: MakeUGC (makeugc.ai) and Arcads (arcads.ai). Page links of other sites are refused.
  • Only videos the pages embed as files are returned; walkthrough videos embedded from YouTube are not.
  • Sign-in areas, API docs and legal pages are skipped, as are paths the site's robots.txt disallows.
  • Translated copies of a site are read only with Include translated pages on.
  • Thumbnails are returned when the page has a poster image for the video; a few background clips have none.

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