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Automated Job Data Pipeline with AI

Automated Job Data Pipeline with AI is a 11-node automation blueprint connecting Google Sheets, OpenAI, Bright Data. Inspect its trigger, execution graph, branches, and implementation requirements.

Google SheetsOpenAIBright Data

Interactive system map

Execution flows, separated by connected path.

Each horizontal lane is one connected flow. Solid lines show runtime execution; dashed lines show AI, model, memory, or tool dependencies.

11

Nodes

11

Links

1

Flows

Connected tools

3 integrations

  • Google Sheets
  • OpenAI
  • Bright Data
Automated Job Data Pipeline with AI execution lanes1 connected flows containing 11 workflow nodes and 11 visible links. Solid lines are execution links and dashed lines are support dependencies. Focus any node to inspect its immediate path.On form submission - Discover Jobs. trigger node, formTrigger. 0 incoming and 1 outgoing connections.On form submission - Disc…TRIGGERFORMTRIGGER0 IN / 1 OUTOpenAI Chat Model. OpenAI node, lmChatOpenAi. 0 incoming and 1 outgoing connections.OpenAI Chat ModelOPENAILMCHATOPENAI0 IN / 1 OUTHTTP Request- Post API call to Bright Data. integration node, httpRequest. 1 incoming and 1 outgoing connections.HTTP Request- Post API ca…INTEGRATIONHTTPREQUEST1 IN / 1 OUTWait - Polling Bright Data. integration node, wait. 2 incoming and 1 outgoing connections.Wait - Polling Bright DataINTEGRATIONWAIT2 IN / 1 OUTSnapshot Progress. integration node, httpRequest. 1 incoming and 1 outgoing connections.Snapshot ProgressINTEGRATIONHTTPREQUEST1 IN / 1 OUTIf - Checking status of Snapshot - if data is ready or not. decision node, if. 1 incoming and 2 outgoing connections.If - Checking status of S…DECISIONIF1 IN / 2 OUTHTTP Request - Getting data from Bright Data. integration node, httpRequest. 1 incoming and 1 outgoing connections.HTTP Request - Getting da…INTEGRATIONHTTPREQUEST1 IN / 1 OUTGoogle Sheets - Adding All Job Posts. Google Sheets node, googleSheets. 1 incoming and 1 outgoing connections.Google Sheets - Adding Al…GOOGLE SHEETSGOOGLESHEETS1 IN / 1 OUTSplit Out. transform node, splitOut. 1 incoming and 1 outgoing connections.Split OutTRANSFORMSPLITOUT1 IN / 1 OUTBasic LLM Chain. ai node, chainLlm. 2 incoming and 1 outgoing connections.Basic LLM ChainAICHAINLLM2 IN / 1 OUTGoogle Sheets - Update Pitches. Google Sheets node, googleSheets. 1 incoming and 0 outgoing connections.Google Sheets - Update Pi…GOOGLE SHEETSGOOGLESHEETS1 IN / 0 OUT

Signal inspector

Focus, hover, or select a node to illuminate its real path.

Execution linkSupport dependencytriggeraidecisiontransformintegration
Scroll horizontally to follow every connected flow.11 connected nodesEnter or click to lock · Escape to clear

Execution breakdown

Follow each connected flow from start to outcome.

The readable view below uses the same graph relationships as the interactive map. Each row is a connected flow; columns advance only when an actual link connects the nodes.

01

Connected Flow

On form submission - Discover …

10 Execution Links1 Support Dependency

  1. Start

    On form submission - Discover Jobs

    Trigger

    OpenAI Chat Model

    AI reasoning

  2. Step 2

    HTTP Request- Post API call to Bright Data

    Integration

  3. Step 3

    Wait - Polling Bright Data

    Integration

  4. Step 4

    Snapshot Progress

    Integration

  5. Step 5

    If - Checking status of Snapshot - if data is ready or not

    Decision

  6. Step 6

    HTTP Request - Getting data from Bright Data

    Integration

  7. Step 7

    Google Sheets - Adding All Job Posts

    Integration

  8. Step 8

    Split Out

    Transform

  9. Step 9

    Basic LLM Chain

    AI reasoning

  10. Outcome

    Google Sheets - Update Pitches

    Integration

Turn the map into a plan

Adapt this blueprint to your company.

Bring the system shape into a workspace, then define the production controls, data boundaries, owners, and delivery sequence around your context.

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