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

19 nodes · manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm

Engine
n8n
Nodes
19
Trigger
scheduled/triggered
Source file
1508_Wait_Manual_Automation_Webhook.json

Workflow flow

IntegrationsManualLmChatGoogleGeminiToolHttpRequestHTTPAgentChainLlmMarkdownSplitInBatchesAirtableWaitChainSummarization@n8n/n8n-nodes-langchain.lmChatGoogleGemini+6 more
100%
TRIGGER

When clicking ‘Test workflow’

Manual

Google Gemini Chat Model For Summarization

@n8n/n8n-nodes-langchain.lmChatGoogleGemini

Webhook HTTP Request

@n8n/n8n-nodes-langchain.toolHttpRequest

Google Gemini Chat Model

@n8n/n8n-nodes-langchain.lmChatGoogleGemini

Google Gemini Chat Model for AI Agent

@n8n/n8n-nodes-langchain.lmChatGoogleGemini

Set Bright Data Zone

Set

Airtable

Airtable

Indeed Expert AI Agent

@n8n/n8n-nodes-langchain.agent

Loop Over Items

SplitInBatches

Wait

Wait

If Link field is not empty

IF

Perform Indeed Web Request

HTTP

Markdown to Textual Data Extractor

@n8n/n8n-nodes-langchain.chainLlm

Convert Markdown to HTML

Markdown

Initiate a Webhook Notification for Markdown to HTML Response

HTTP

Indeed Summarizer

@n8n/n8n-nodes-langchain.chainSummarization

16 steps · flows top to bottom, branches left to right

Browse by integration

manuallmChatGoogleGeminitoolHttpRequesthttpRequestagentchainLlmmarkdownsplitInBatchesairtablewaitchainSummarization
Browse all integrations →
Download n8n JSONDownload sanitized JSONDownload flow graph

Import into n8n

  1. Download the n8n JSON file (full or sanitized).
  2. In n8n: Workflows → Import from file.
  3. Open each node and reconnect credentials to your accounts.
  4. Test with manual execution before enabling triggers.

Sanitized JSON removes credential IDs — safer for sharing. Flow graph JSON is OpenRuna's lightweight format for diagrams and other tools, not n8n import.

View source corpus ↗

Overview

Free n8n workflow: Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini. 19 nodes across manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, splitInBatches, with a downloadable JSON and a visual flow diagram on OpenRuna.

What this workflow does

"Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" automates a manual-to-lmChatGoogleGemini flow in n8n across 19 nodes. 19 nodes · manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm It starts from a scheduled/triggered trigger and routes data through every node in order. OpenRuna renders the node graph and offers the JSON export so you can import and adapt it in minutes. Use it to learn integration patterns, fork it for your own use case, or deploy it quickly after reconnecting credentials.

Use cases

  • Benchmark it against your current manual integration to spot missing steps or redundant nodes.
  • Fork it to add error handling, retries, or a notification step without designing the 19-node flow from scratch.
  • Share it with your team as a documented reference for scheduled/triggered automations in the manual stack.
  • Study how data moves from manual to lmChatGoogleGemini before building your own variant.

Example output

Imported into n8n, "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" exposes 19 configured nodes. Trigger type: scheduled/triggered. Integrations: manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, splitInBatches. Set your credentials on the manual node, then verify each downstream node picks them up. Run it once in test mode to verify any branch logic (Switch/IF nodes) before enabling production triggers.

Tips by platform

Claude

Paste the exported JSON for "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" into Claude and ask it to explain each of the 19 nodes. Claude is good at suggesting credential mappings for manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, splitInBatches, plus error-handling and idempotency improvements before you run it in production.

ChatGPT

Have ChatGPT generate a checklist for adapting "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" to your accounts — which manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, splitInBatches credentials to create and which node parameters to change first.

Cursor

Open the downloaded JSON in Cursor and use Agent mode to refactor hard-coded URLs into env vars, or to generate tests for any Code nodes. Keep the OpenRuna flow diagram open so you do not break connection order across the 19 nodes.

Frequently asked questions

How do I import "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" into n8n?
Click Download n8n JSON on this page, then in n8n choose Workflows → Import from file and select the downloaded file. Reconnect credentials on each node — the export carries credential IDs from the original author's instance, not working secrets.
Which integrations does "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" use?
It uses: manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, splitInBatches. The flow diagram above shows how each service connects across the 19 nodes. Filter OpenRuna by integration to find related workflows and tools.
Can I import a sanitized export without credentials?
Yes. Use "Download sanitized JSON" to strip credential references before sharing internally. You will still add your own manual and lmChatGoogleGemini credentials in n8n after import.
What trigger type does "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" use?
Trigger type: scheduled/triggered. After import, confirm the trigger node (webhook, schedule, or app event) matches your environment, then activate the workflow when you are ready to run it.
Is "Indeed Company Data Scraper & Summarization with Airtable, Bright Data and Google Gemini" free to use?
OpenRuna catalogs community n8n workflows under open licenses. Check the source corpus link for the original license; commercial use may require verifying the third-party API terms for manual, lmChatGoogleGemini, toolHttpRequest, httpRequest, agent, chainLlm, markdown, splitInBatches.

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