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Indeed Data Scraper with AI Summarization

Indeed Data Scraper with AI Summarization is a 16-node automation blueprint connecting Indeed, Airtable, Google Gemini. Inspect its trigger, execution graph, branches, and implementation requirements.

IndeedAirtableGoogle GeminiLangchain

Interactive system map

Follow the runtime. Inspect what supports it.

Solid horizontal paths show main-channel execution. Violet dependencies sit beneath the exact step they configure or empower.

16

Nodes

16

Links

1

Run groups

Connected tools

4 integrations

  • Indeed
  • Airtable
  • Google AI
  • LangChain

Canvas controls

Fit wide systems, then zoom into any run group.

Indeed Data Scraper with AI Summarization execution lanes1 run groups containing 16 workflow nodes and 16 visible links. Solid horizontal lines are main-channel runtime links. Violet dashed lines connect typed dependencies beneath the runtime step they support. Focus any node to inspect its immediate path.When clicking ‘Test workflow’. trigger node, manualTrigger. 0 incoming and 1 outgoing connections.STARTWhen clicking ‘Test workf…TRIGGERMANUALTRIGGER0 IN / 1 OUTSet Bright Data Zone. transform node, set. 1 incoming and 1 outgoing connections.STEP 02Set Bright Data ZoneTRANSFORMSET1 IN / 1 OUTAirtable. Airtable node, airtable. 1 incoming and 1 outgoing connections.STEP 03AirtableAIRTABLEAIRTABLE1 IN / 1 OUTLoop Over Items. integration node, splitInBatches. 2 incoming and 1 outgoing connections.STEP 04Loop Over ItemsINTEGRATIONSPLITINBATCHES2 IN / 1 OUTWait. integration node, wait. 1 incoming and 1 outgoing connections.STEP 05WaitINTEGRATIONWAIT1 IN / 1 OUTIf Link field is not empty. decision node, if. 1 incoming and 1 outgoing connections.STEP 06If Link field is not emptyDECISIONIF1 IN / 1 OUTPerform Indeed Web Request. integration node, httpRequest. 1 incoming and 2 outgoing connections.STEP 07Perform Indeed Web RequestINTEGRATIONHTTPREQUEST1 IN / 2 OUTMarkdown to Textual Data Extractor. ai node, chainLlm. 2 incoming and 1 outgoing connections.STEP 08Markdown to Textual Data …AICHAINLLM2 IN / 1 OUTConvert Markdown to HTML. integration node, markdown. 1 incoming and 1 outgoing connections.STEP 09Convert Markdown to HTMLINTEGRATIONMARKDOWN1 IN / 1 OUTIndeed Summarizer. ai node, chainSummarization. 2 incoming and 1 outgoing connections.STEP 10Indeed SummarizerAICHAINSUMMARIZATION2 IN / 1 OUTInitiate a Webhook Notification for Markdown to HTML Response. integration node, httpRequest. 1 incoming and 0 outgoing connections.STEP 11Initiate a Webhook Notifi…INTEGRATIONHTTPREQUEST1 IN / 0 OUTIndeed Expert AI Agent. ai node, agent. 3 incoming and 1 outgoing connections.OUTCOMEIndeed Expert AI AgentAIAGENT3 IN / 1 OUTGoogle Gemini Chat Model. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Gemini Chat ModelGOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTGoogle Gemini Chat Model For Summarization. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Gemini Chat Model …GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTGoogle Gemini Chat Model for AI Agent. Google AI node, lmChatGoogleGemini. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Google Gemini Chat Model …GOOGLE AILMCHATGOOGLEGEMINI0 IN / 1 OUTWebhook HTTP Request. ai node, toolHttpRequest. 0 incoming and 1 outgoing connections.DEPENDENCY · DEPTH 1Webhook HTTP RequestAITOOLHTTPREQUEST0 IN / 1 OUT

Signal inspector

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Main-channel runtimeTyped dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.16 connected nodesEnter or click to lock · Escape to clear

Runtime breakdown

Read the execution spine before its dependencies.

Each run group separates main-channel steps from the models, tools, retrievers, and data services that support them. Start and outcome labels apply only to runtime nodes.

01

Run Group

When clicking ‘Test workflow’

12 Execution Links4 Support Dependencies

  1. Start

    When clicking ‘Test workflow’

    Trigger

  2. Step 2

    Set Bright Data Zone

    Transform

  3. Step 3

    Airtable

    Integration

  4. Step 4

    Loop Over Items

    Integration

  5. Step 5

    Wait

    Integration

  6. Step 6

    If Link field is not empty

    Decision

  7. Step 7

    Perform Indeed Web Request

    Integration

  8. Step 8

    Markdown to Textual Data Extractor

    AI reasoning

  9. Step 9

    Convert Markdown to HTML

    Integration

  10. Step 10

    Indeed Summarizer

    AI reasoning

  11. Step 11

    Initiate a Webhook Notification for Markdown to HTML Response

    Integration

  12. Outcome

    Indeed Expert AI Agent

    AI reasoning

Attached dependencies

These nodes support the runtime above; they are not additional starts or outcomes.

4 nodes

  • Google Gemini Chat Model

    AI reasoning dependency

  • Google Gemini Chat Model For Summarization

    AI reasoning dependency

  • Google Gemini Chat Model for AI Agent

    AI reasoning dependency

  • Webhook HTTP Request

    AI reasoning dependency

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