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Summarize Glassdoor Company Info with Google Gemini and Bright Data Web Scraper

by Ranjan Dailataadapted from n8n official workflow galleryUpdated Aug 2026
RequiresDDefault Data LoaderGoogle Gemini Chat ModelHTTP RequestHTTP RequestRecursive Character Text SplitterRecursive Character Text SplitterSummarization ChainSummarization Chain
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MaWhen clicking ‘Test workflow’When clicking ‘…Google Gemini Chat ModelGoogle Gemini C…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…IfIfSeSet Snapshot IdHRCheck Snapshot StatusCheck Snapshot …HRDownload the Snapshot ResponseDownload the Sn…WaWait for 30 secondsWait for 30 sec…CSSummarization of Glassdoor ResponseSummarization o…HRConfigure Webhook NotificationConfigure Webho…HRHTTP Request to GlassdoorHTTP Request to…123456789101112
1/5
STEPS · 12
Run manually by an operator

Who is this for? This workflow is designed for HR professionals, employer branding teams, talent acquisition strategists, market researchers, and business intelligence analysts who want to monitor, understand, and act upon employee sentiment and company perception on Glassdoor. It's ideal for organizations that value real-time feedback, are tracking employer brand perception, or need summarized insights for leadership reporting without sifting through thousands of raw reviews. What problem is this workflow solving? Manually reviewing and analyzing Glassdoor reviews is tedious, subjective, and not scalable especially for larger companies or those with many subsidiaries. This workflow: Automates review collection by making a Glassdoor company request via the Bright Data Web Scrapper API. Uses Google Gemini to summarize the content. Sends an actionable summary to HR dashboards, leadership teams, or alert systems via the Webhook notification. What this workflow does Makes an HTTP Request to Glassdoor via the Bright Data Web Scrapper API. Polls the BrightData Glassdoor for the completion of the request. Downloads the Glassdoor response when a new snapshot is ready.

Tags

n8nreference-onlychain-summarizationdocument-default-data-loaderlm-chat-google-geminitext-splitter-recursive-character-text-splitter
Connects
DDefault Data LoaderGoogle Gemini Chat ModelWHTTP RequestrecursivecharactertextsplitterRecursive Character Text SplittersummarizationchainSummarization Chain
CategoryAI Automation
Triggermanual
Complexitycomplex
Nodes12
AddedApr 13, 2025

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