🧠 AI & AgentsIntermediate🧠 AI-powered

Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini

A 16-step ai & agents automation, triggered by manual, connecting Google Gemini, HTTP / REST API, Airtable, with built-in AI reasoning.

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What this does for your business

In plain terms: this is an AI assistant that works on demand. It uses AI to understand and generate content, so it handles judgement-style work, not just moving data. It connects to Google Gemini, Airtable and completes multi-step tasks for you automatically — the kind of work you'd otherwise hand to a virtual assistant.

16
Nodes
3
Integrations
16
Connections
Manual
Trigger

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🏗️ Architecture diagram

The real node graph exported from n8n — triggers (green), AI nodes (violet), services and logic — laid out as they run.

When clicking ‘Test w…manualTriggerGoogle Gemini Chat Mo…lmChatGoogleGemini🧠Webhook HTTP RequesttoolHttpRequest🌐Perform Indeed Web Re…httpRequest🧠Indeed Expert AI AgentagentGoogle Gemini Chat Mo…lmChatGoogleGemini🧠Markdown to Textual D…chainLlmConvert Markdown to H…markdown🌐Initiate a Webhook No…httpRequestSet Bright Data ZonesetLoop Over ItemssplitInBatches🗃️AirtableairtableIf Link field is not …ifWaitwaitIndeed SummarizerchainSummarizationGoogle Gemini Chat Mo…lmChatGoogleGemini

⚙️ How it works

  1. When clicking ‘Test workflow’ · manualTrigger
  2. Google Gemini Chat Model For Summarization · lmChatGoogleGemini
  3. Webhook HTTP Request · toolHttpRequest
  4. Google Gemini Chat Model · lmChatGoogleGemini
  5. Google Gemini Chat Model for AI Agent · lmChatGoogleGemini
  6. Set Bright Data Zone · set
  7. Indeed Summarizer · chainSummarization
  8. Indeed Expert AI Agent · agent
  9. Markdown to Textual Data Extractor · chainLlm
  10. Airtable · airtable
  11. Loop Over Items · splitInBatches
  12. Wait · wait
  13. If Link field is not empty · if
  14. Perform Indeed Web Request · httpRequest

💼 Business analysis

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Business use case

Deploys an autonomous AI agent that can reason over instructions, call tools, and take multi-step actions on behalf of a team — replacing repetitive knowledge work. It orchestrates Google Gemini, HTTP / REST API, Airtable so a single natural-language request becomes a completed task.

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Market need

Businesses are racing to put AI agents to work but lack the engineering to wire models to their real tools and data. This delivers that wiring as a ready-to-run asset.

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Market value

Custom AI-agent builds are quoted at $3,000–$15,000+ by agencies, with managed retainers on top. As a productised template it commands premium one-time or subscription pricing.

🧩 Integrations & stack

Google Gemini🌐HTTP / REST API🗃️Airtable
Node typesmanualTrigger, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, set, splitInBatches, airtable, if, wait, chainSummarizationWorkflow IDSPefYiusspQ5eEQN
⬇ Download workflow JSON ← Back to library