How can I search for posts with likes and comments from an advertising database?

Hey man, yeah this one’s a bit tricky but doable. If you’re trying to pull posts with likes/comments from an ad database, you mainly need tools that scrape engagement signals, not just creatives. What worked for me:
  • use Meta Ad Library + a scraper to filter ads with reactions
  • try BigSpy or AdSpy — both let you sort by likes/comments pretty fast
  • export the data and re-filter in Sheets if you want cleaner results
Just don’t hammer the sites too hard, they throttle IPs fast.
You tried AdSpy yet?
 
Do you mean this?
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You’d need access to the platform’s API or a legit scraping tool. There’s no built in search for engagement in the ad library itself.
 
Another approach is to monitor top performing ads manually and track patterns over time. Even without direct engagement search, observing trends can give useful insights for your campaigns.
 
You can use ad research tools that allow filtering by engagement metrics like likes, comments, and shares. Platforms such as Meta Ad Library, PP ads tools, or social listening tools usually provide these filters. It depends on which ad database you are using.
 
to monitor top performing ads manually and track patterns over time. Even without direct engagement search, observing trends can give useful insights
 
Good question! Following this thread to see if anyone knows a reliable method for checking posts by likes/comments.
 
I think you should have full permissions to set it up and see it, Meta has set many restrictions, check your permissions before setting it up
 
You need to create your own scraping tool as there is no commercial solution for this as far as I know
 
You can find posts with likes and comments in an advertising database by filtering engagement metrics post type date range and keywords
 
We recommend using the Ad Library for public ads so it gives you an overview of how each ad is performing. If you need more detailed information, such as sorting by likes or comments, use a legitimate ad intelligence service.
 
Hey man, yeah this one’s a bit tricky but doable. If you’re trying to pull posts with likes/comments from an ad database, you mainly need tools that scrape engagement signals, not just creatives. What worked for me:
  • use Meta Ad Library + a scraper to filter ads with reactions
  • try BigSpy or AdSpy — both let you sort by likes/comments pretty fast
  • export the data and re-filter in Sheets if you want cleaner results
Just don’t hammer the sites too hard, they throttle IPs fast.
You tried AdSpy yet?

I've never used tools like Adspy before. But after your introduction, I'd be happy to try it; I need to quickly analyze my competitors.

I want to analyze the advertisements of my similar products and competitors.
Another approach is to monitor top performing ads manually and track patterns over time. Even without direct engagement search, observing trends can give useful insights for your campaigns.
Facebook's advertising database makes it difficult to find competitors with similar products, and observation is a tricky issue.
 
You can filter ads using intelligence platforms offering engagement-based search criteria. Specify minimum likes or comments, select niche categories, and analyze creatives. This helps identify high-performing posts and understand successful audience targeting strategies.
 
Most ad libraries don’t show engagement filters, so it depends on the tool you’re using. Some premium spy tools let you sort by likes/comments, but free ones are limited. What platform are you trying to check?
 
Most ad libraries don’t show engagement filters, so it depends on the tool you’re using. Some premium spy tools let you sort by likes/comments, but free ones are limited. What platform are you trying to check?
I mainly post ads through Facebook, and as you said, there are indeed many spy tools on the market, with varying quality. I'm currently filtering through them.

For a high-level overview of public ads, use the Ad Library. But if you need more granularity, you should use a legitimate ad intelligence service. These platforms allow you to filter ads based on engagement criteria and analyze creative, helping you quickly identify high-performing posts and understand successful targeting strategies.
I've tried many ad libraries, but the ordinary ones don't seem to meet my needs. I can only look for spy tools, but there are many types of spy tools, and I need to slowly filter them.
 
Most ad libraries don’t show engagement metrics, so the best way is to find the ad in the Ad Library and then click through to the original page/URL to view the actual post — that’s where you can see likes and comments. If the platform has advanced filters, use keywords + country + date range to narrow down the results.
 
How can I search for posts with likes and comments from an advertising database?

1. If you want to search inside Meta Ad Library (FREE)


Meta Ad Library does not directly show likes/comments—but you can still find engaging posts with these steps:


Step 1: Go to Meta Ad Library


https://www.facebook.com/ads/library


Step 2: Search by keyword or competitor page


Examples:


  • “children toys”
  • “dog bed”
  • “kitchen gadget”
 
I want to analyze the advertisements of my similar products and competitors.

Facebook's advertising database makes it difficult to find competitors with similar products, and observation is a tricky issue.
True, its not straightforward. But if you stick to a few core brands in your niche and watch how their creatives evolve, you still pick up patterns.
 
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