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Scrape Meta Ad Library and Analyze Video Ads with Gemini and Store Data to Google Sheets

by Daniel SetzermannUpdated Aug 2026
RequiresGoogle GeminiGoogle SheetsGoogle Sheets
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MaWhen clicking ‘Test workflow’When clicking ‘…SeSettingsSILoop Over ItemsGoogle Gemini Chat ModelGoogle Gemini C…CoClean PromptStore DataAgStructured Output Parsing AgentStructured Outp…WaWait for Upload ProcessingWait for Upload…SePass Values for GeminiPass Values for…HRUpload Video to GeminiUpload Video to…HRAnalyze Video with GeminiAnalyze Video w…HRDownload FileCoChange Filetype to VideoChange Filetype…HRScrape Meta Ad Library with ApifyScrape Meta Ad …SePass relevant FieldsPass relevant F…OPStructured Output ParserStructured Outp…SeCalculate Runtime in DaysCalculate Runti…SoSort by Reach or Days RunningSort by Reach o…FiFilter only Video AdsFilter only Vid…LiLimit Videos to AnalyzeLimit Videos to…1234567891011121314151617181920
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STEPS · 20
Run manually by an operator

On manual run, scrapes Meta Ad Library video ads, analyzes them with Google Gemini, and stores the results in Google Sheets.

Tags

manualcomplexGoogle GeminiGoogle SheetsMarket ResearchAI Summarizationdiscoveredpending-review
Connects
Google GeminisheetsGoogle Sheets
CategoryAI Analysis & Classification
Triggermanual
Complexitycomplex
Nodes20
AddedJun 27, 2026