Ad Strategy
Ad Strategy
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January 23, 2026

Best Meta Ad Library Scraper Tools

Key Takeaways

  • Meta Ad Library scraper tools like GetHookd automate competitive research, replacing hours of manual browsing with organized, searchable databases of competitor creatives, copy, and landing pages.
  • When choosing the best scrapers, look for features such as performance scoring, landing page tracking, and hook extraction to help you identify which ads are actually worth replicating.
  • Meta Ad Library scraper tools deliver powerful ad intelligence with an intuitive interface that anyone can use without technical setup.
  • Unlike Meta's Ad Library, where inactive ads eventually disappear, scraper tools preserve creatives, copy, and metadata even after campaigns stop running.
  • GetHookd bridges the gap between research and execution. With AI script generation, creative cloning, and Brand Spy built into one platform, you can move from competitor insight to a testable ad in minutes.

How Ad Library Scraper Tools Enable Competitor Analysis

The fastest way to build high-performing Facebook and Instagram ads is to study what's already working. Meta Ad Library scraper tools let you swipe winning creatives, analyze competitor strategies, and build a research-backed library of proven concepts you can adapt for your own campaigns.

The right Meta Ad Library scraper reveals exactly what your competitors are running, how long their ads have been active, and which creatives they're scaling. From dissecting hooks and copy angles to tracking landing page strategies, these tools turn competitor research into actionable insights for your next campaign.

GetHookd: Turn Competitor Intelligence Into Your Next Winning Ad

65M+ Ads Analyzed | 4.8★ G2 Rating | 4.4★ Trustpilot Rating

Stop Guessing. Start Scaling:

GetHookd reveals which ads your competitors are actively scaling—not just running. Spy on their best-performing creatives, landing pages, and traffic strategies, then turn proven concepts into testable campaigns in seconds with AI-powered script generation and creative cloning.

What You Get:
  • ✓ Brand Spy to decode competitor ad strategies in real-time
  • ✓ AI script generation and ad cloning for instant variations
  • ✓ Performance scoring based on actual ad behavior, not vanity metrics
  • ✓ Creative Analyzer to identify and scale your top performers
Replace guesswork with intelligence. Build profitable ads that actually convert.

Top 3 Meta Ad Library Scraper Tools

1. GetHookd

GetHookd's Explore feature lets you browse millions of ads across Facebook and Google. Filter by niche, format, or performance to find winning creatives in seconds.

GetHookd combines Meta Ad Library scraping with AI-powered ad creation in a single platform. With a library of over 65 million ads across Facebook, Instagram, and other networks, you can research competitors, save winning creatives, and generate new ads from the same dashboard.

Unlike traditional scraper tools that stop at data collection, we bridge the gap between competitive research and campaign execution. Our Brand Spy feature lets you track any competitor’s ad account and view their complete creative library, including which ads they’re actively scaling, their top-performing hooks, and the landing pages driving traffic.

Once you find an ad worth replicating, you can transcribe the video to extract hooks and CTAs, then use AI Script Generation to create new angles tailored to your product in minutes. Saved ads stay in your library permanently, even after campaigns stop running on Meta. 

User Reviews: GetHookd has earned high ratings on G2 and Trustpilot, with users frequently praising the platform’s ease of use and the time it saves on creative production. Many customers highlight how our Brand Spy feature has replaced hours of manual competitor research, while our AI tools significantly reduce the time it takes to turn insights into testable ad campaigns.

Key Features:

  • Ad Library Access: Browse 65+ million ads filtered by niche, format, and performance.
  • Brand Spy: Track competitor ad accounts to see their complete creative library, top ads, hooks, and landing page traffic.
  • AI Script Generation: Upload a winning ad and generate hooks, angles, and complete scripts tailored to your product.
  • AI Image Ads: Clone competitor creatives or your own top performers. New colors, avatars, formats, and styles generated in seconds.
  • Creative Analyzer: Break down ad creatives to see what's working across formats, styles, and messaging.
  • Permanent Saves: Ads you save stay accessible forever, even after they're removed from Meta's Ad Library.
  • 100+ Templates: Ready-to-use static ad and funnel templates designed for quick launches.

Pricing: Starts at $19/month. Each plan includes monthly credits for Brand Spy, Transcriptions, AI Scripts, AI Image Ads, and Creative Analyzer. 7-day free trial available.

2. AdSpy

AdSpy's granular filtering system lets you search by engagement metrics, demographic targeting, and affiliate networks.

AdSpy offers a large database of Facebook and Instagram ads. The platform includes landing page snapshots, so you can study competitor funnels even after an ad stops running. 

The filtering system lets you search by keywords, engagement metrics, and demographic targeting. However, the platform focuses more on library size than on keeping ads up to date. Its library skews toward older ads rather than what's currently scaling.

User Reviews: AdSpy users appreciate the platform’s extensive database and advanced filtering options, which make it easier to search through ads. At the same time, some reviewers mention that the interface can feel outdated. Since AdSpy does not include AI-powered creative tools, research must be combined with other platforms to execute campaigns.

Key Features:

  • Advanced Search: Search keywords across ad text, comments, vendor names, and landing page URLs to find relevant ads fast.
  • Engagement Filtering: Sort and filter ads by likes, shares, comments, and other engagement metrics to surface top performers.
  • Demographic Targeting: Narrow results by age, gender, and geographic location to see how competitors target specific audiences.

Pricing: $149/month for unlimited access to Facebook and Instagram ads. No free trial is available, so it's a significant commitment before you can test the platform.

3. Foreplay

Foreplay's Swipe File organizes saved ads by brand, making it easy to track competitor creative strategies over time.

Foreplay is a popular Meta Ad Library scraping solution, particularly for marketers focused on competitor tracking and creative research. Its Spyder tool automates monitoring competitor ads, saving every ad they launch along with enriched metadata.

Foreplay offers solid automation features, but its interface can feel overwhelming for teams seeking a streamlined workflow. Some users also report slow load times and occasional bugs that interrupt their process. 

User Reviews: Foreplay users often highlight the platform’s automation and swipe-file organization, which make it easier to track competitor creatives over time. However, users note that the experience feels a bit limited, and it's not the cheapest tool. Some also mention occasional bugs that interrupt the workflow.

Key Features:

  • Automated Scraping: Captures every ad your competitors launch, complete with metadata and landing page screenshots.
  • Automatic Hook Extraction: Transcribes and analyzes the first few seconds of video ads so you can quickly browse winning hooks.
  • Landing Page Archiving: Saves mobile and desktop versions of competitor landing pages for full-funnel analysis.

Pricing: Starts at $49/month. The Full Workflow plan at $99/month adds AI briefs and scripts, which are significantly more expensive than those offered by platforms like GetHookd, which provide better functionality at a fraction of the cost.

Best Meta Ad Library Scraper Tools: Summary Table

Feature GetHookd AdSpy Foreplay
Overview Combines Meta Ad Library scraping with AI-powered ad creation in a single platform Advanced search and filtering for Facebook and Instagram ads Automated competitor tracking and swipe file organization
Competitor Tracking Brand Spy tracks ad accounts, surfaces top performers, and shows scaling activity Search competitor ads via filters and keywords Spyder tool captures new ads with metadata
AI Script Generation Built-in AI generates hooks, angles, and full scripts from any saved ad Not available Available on Full Workflow plan
Performance Scoring / Insights Shows which ads competitors are actively scaling Limited; focuses on engagement metrics Focuses on capturing and organizing ads
Ad Saves Permanent saves with full metadata, accessible after ads stop running Permanent saves with landing page snapshots Permanent saves with tagging and board organization
Pricing (starting at) $19/month $149/month $49/month

Why GetHookd is the Best Meta Ad Library Scraper Tool

Most ad scraping tools stop at collection. They help you save ads, browse libraries, and build swipe files, but leave you guessing which creatives are actually worth replicating. At GetHookd, our platform is built for ecommerce brands, dropshippers, and performance marketers who need to make decisions, not just gather inspiration.

The Brand Spy feature shows you which ads competitors are actively scaling, not just running. Combined with landing page insights that reveal where traffic is being driven, you get a complete picture of what's working and why. This is competitive intelligence that actually informs your next test, rather than a folder of screenshots you'll forget about.

Where we pull ahead is the workflow from research to execution. Once you find a winning ad, you can transcribe the video to extract hooks and CTAs, generate new scripts with AI, or clone the creative with fresh visuals in under a minute. Fewer tools, faster launches, and less wasted ad spend on concepts that were never validated in the first place.

GetHookd gives you access to 65+ million ads across Facebook and other social networks, plus AI-powered creation tools that most competitors charge significantly more for. For solopreneurs, small teams, and agencies looking to scale creative output, the value is hard to beat.

Try GetHookd Now →

Frequently Asked Questions (FAQs)

How do Meta Ad Library scraper tools work?

Meta Ad Library scraper tools automatically collect publicly available ads from Facebook and Instagram. They organize these ads into searchable databases, allowing marketers to study competitors’ creatives, copy, and landing pages. Tools like GetHookd also offer filters, performance scoring, and AI features to make research actionable.

How does GetHookd help with Meta Ad research?

GetHookd turns competitor research into ready-to-test creatives. After finding a winning ad, you can transcribe the script instantly, generate new hooks and angles with AI Script Generation, and create visual variations using Clone Ads. The Creative Analyzer also breaks down what's working across formats and styles, so you're not guessing what to replicate. Users go from spotting a top performer to having new creatives ready in minutes.

What is AdSpy used for?

AdSpy is a competitive research tool that lets marketers search Facebook and Instagram ads using keywords, filters, and engagement metrics. It helps uncover competitors' ad strategies, copy, and creatives. Plans start at $149/month for unlimited access to its Facebook and Instagram ad database.

Why is GetHookd the best choice for Meta ad research?

GetHookd combines ad library research with AI-powered creation tools at one of the lowest entry prices in the market ($19/month). Unlike tools focused solely on scraping or analytics, GetHookd users can spy on competitors, transcribe winning ads, generate AI scripts, and clone ad creatives in a single workflow. For performance marketers who need to move from insight to execution fast, it eliminates the gap between research and production.

*Note: Pricing and/or product availability mentioned in this post are subject to change. Please check our website for current pricing and stock information before making a purchase.